Updated on 2026/04/28

写真a

 
nagai takehiro
 
Organization
School of Engineering Associate Professor
Title
Associate Professor
External link

Degree

  • Doctor of Engineering ( Tokyo Institute of Technology )

Research Interests

  • Material perception

  • Affective Engineering

  • Visual information processing

  • Color vision

  • Psychophysics

Research Areas

  • Humanities & Social Sciences / Cognitive science

  • Humanities & Social Sciences / Experimental psychology

  • Informatics / Kansei informatics

Research History

  • Institute of Science Tokyo   Department of Information and Communications Engineering   Associate Professor

    2024.10

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  • Tokyo Institute of Technology   Associate Professor

    2018.4 - 2024.9

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  • Yamagata University   Associate Professor

    2013.4 - 2018.3

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Professional Memberships

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Committee Memberships

  • 日本色彩学会   理事  

    2025.6   

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  • 日本色彩学会   視覚情報基礎研究会 幹事  

    2023.4   

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    Committee type:Academic society

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  • 日本照明工業会   CIE第1部会国内小委員会委員  

    2022.4   

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    Committee type:Academic society

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  • 日本照明学会   質感と照明に関する研究調査委員会 幹事  

    2020.4 - 2023.3   

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    Committee type:Academic society

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  • 日本色彩学会   関東支部 代議員  

    2020.4 - 2022.3   

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  •   映像情報メディア学会 ヒューマンインフォメーション研究委員会 委員長  

    2019.4 - 2023.3   

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  • 日本視覚学会 若手の会   代表  

    2018.4 - 2020.3   

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    Committee type:Academic society

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  • 日本視覚学会 若手の会   運営メンバー  

    2016.4 - 2018.3   

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  • 質感のつどい   世話人  

    2015.4   

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  • 質感のつどい   事務局  

    2015.4   

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  • 日本色彩学会   日本色彩学会誌 編集委員  

    2014.6 - 2018.5   

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  • 映像情報メディア学会 ヒューマンインフォメーション研究委員会   幹事  

    2013.4 - 2019.3   

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  • 視覚科学技術コンソーシアム(VSAT)   幹事  

    2012.4   

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Papers

  • Impact of field of view on color constancy in virtual reality Reviewed International journal

    Killian Duay, Takehiro Nagai

    Journal of the Optical Society of America A   42 ( 5 )   B199 - B213   2025.5

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1364/JOSAA.544170

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  • Attention plays a greater role in judging large color differences than small ones Reviewed

    Kashi Li, Takehiro Nagai

    Journal of the Optical Society of America A   42 ( 5 )   B353 - B364   2025.5

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1364/JOSAA.543658

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  • VR HMD color calibration and accurate control of emitted light using Three.js Reviewed International journal

    Killian Duay, Yoko Mizokami, Takehiro Nagai

    Journal of Vision   25 ( 2 )   4 - 4   2025.2

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Association for Research in Vision and Ophthalmology (ARVO)  

    DOI: 10.1167/jov.25.2.4

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  • Top-down effects on translucency perception in relation to shape cues Reviewed International coauthorship International journal

    Takehiro Nagai, Hiroaki Kiyokawa, Juno Kim

    PLOS ONE   20 ( 2 )   e0314439   2024.11

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    Authorship:Lead author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1101/2024.11.13.623357

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  • Luminance and chromaticity discrimination sensitivities right after an abrupt decrease in background luminance Reviewed

    Minwoo Son, Takehiro Nagai

    Color Research and Application   50 ( 1 )   25 - 35   2024.7

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Wiley  

    Abstract

    When we enter a dark place, such as a tunnel, from a bright exterior, our visual sensitivities take some time to adapt to lower light levels. However, there have been few reports on how quickly luminance and chromaticity discrimination sensitivities recover in this situation. This study aims to quantify the time course of discrimination sensitivity for luminance and chromaticity directions after an abrupt decrease in background luminance. In each trial, the background luminance was decreased from 100 to 1 cd/m2. Subsequently, one target and three reference stimuli of different colors were presented under four stimulus‐onset asynchrony (SOA) conditions. The participants discriminated the target stimulus from reference stimuli. The results showed that discrimination sensitivity was the lowest right after the background luminance changed and gradually improved with SOAs. The sensitivity decreases differed across color directions, with the greatest decrease in luminance, a moderate decrease in S−(L + M), and a negligible change in L−M. However, statistically significant differences were observed only between luminance and L−M, suggesting that the sensitivity decrease after the abrupt decrease in background luminance did not significantly differ between the chromaticity directions. We speculate that these results stem from the interaction between chromatic perception and luminance adaptation, and possibly from rod intrusions.

    DOI: 10.1002/col.22950

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  • Increasing magnitude of color differences amplifies category effects Reviewed International journal

    Kashi Li, Takehiro Nagai

    Scientific Reports   14 ( 1 )   13665 - 13665   2024.6

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media LLC  

    Abstract

    Previous studies have identified differences in sensitivity characteristics between color discrimination and perception of suprathreshold color differences. However, it remains highly unclear how color difference sensitivity changes with increasing magnitudes of color difference along various color hues. This study aimed to quantify the sensitivity transition across various magnitudes of color differences and uncover the underlying mechanisms. Color discrimination sensitivities were measured using an adaptive staircase method for 32 isoluminant pedestal colors in the u'v' chromaticity diagram. For suprathreshold color differences, we employed the Maximum Likelihood Difference Scaling (MLDS) method to measure sensitivity to various color difference levels for the same 32 colors. Our findings confirmed the differences in sensitivity characteristics between discrimination and suprathreshold color difference perception. Furthermore, we observed increased sensitivities at many color category boundaries in suprathreshold color difference perception. By investigating the relation between the category effects and the color difference size levels through a model simulation, our findings suggest that the influence of color categories on the perception of color differences may become more pronounced as the magnitude of color differences increases.

    DOI: 10.1038/s41598-024-64215-0

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    Other Link: https://www.nature.com/articles/s41598-024-64215-0.pdf

  • Color discrimination repetition distorts color representations Reviewed International journal

    Suzuha Horiuchi, Takehiro Nagai

    Scientific Reports   14 ( 1 )   9615 - 9615   2024.4

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    Authorship:Last author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media LLC  

    Abstract

    Perceptual learning is the improvement of perceptual performance after repeated practice on a perceptual task. Studies on perceptual learning in color vision are limited. In this study, we measured the impact of color discrimination repetitions at a specific base color on color perception for entire hues. Participants performed five sessions of color discrimination training (200 or 300 trials per session) over five days, at colors on either the negative or positive direction of the L-M color axis, based on group assignment. We administered three color perception assessments (unique hues, color category boundaries, and color appearance) before and after the sessions to evaluate perceptual changes after training. The results showed declines in color discrimination thresholds after training, as expected. Additionally, the training influenced outcomes across all three assessment types. After the training, the perceived color appearance changed near the trained color along the stimulus hue, and some of the unique hues and the color category boundaries moved significantly toward the trained color. These findings indicate that short-term repetitions of color discrimination training can alter color representations in the visual system, distorting color perception around the trained color.

    DOI: 10.1038/s41598-024-60283-4

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    Other Link: https://www.nature.com/articles/s41598-024-60283-4.pdf

  • Poster Session II: Spillover effects of color discrimination training on color category boundaries and color appearance

    Suzuha Horiuchi, Takehiro Nagai

    Journal of Vision   23   53   2023.12

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    Publisher:Association for Research in Vision and Ophthalmology (ARVO)  

    DOI: 10.1167/jov.23.15.53

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  • Poster Session II: Luminance and chromaticity discrimination sensitivities following a sudden decrease in background luminance

    Minwoo Son, Takehiro Nagai

    Journal of Vision   23   56   2023.12

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    Publisher:Association for Research in Vision and Ophthalmology (ARVO)  

    DOI: 10.1167/jov.23.15.56

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  • Towards a Psychophysically Plausible Simulation of Translucent Appearance

    Takehiro Nagai, Hiroaki Kiyokawa, Stephen Palmisano, Juno Kim

    SIGGRAPH Asia 2023 Posters   1 - 3   2023.11

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    Publishing type:Research paper (international conference proceedings)   Publisher:ACM  

    DOI: 10.1145/3610542.3626145

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    Other Link: https://dl.acm.org/doi/pdf/10.1145/3610542.3626145

  • The perception of translucency from surface gloss Reviewed International coauthorship International journal

    Hiroaki Kiyokawa, Takehiro Nagai, Yasuki Yamauchi, Juno Kim

    Vision Research   205   108140 - 108140   2023.4

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.visres.2022.108140

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  • Effects of specular roughness on the perception of colour and opacity Reviewed International coauthorship International journal

    Yuyang Cai, Hiroaki Kiyokawa, Takehiro Nagai, Leyla Haghzare, Matthew Arnison, Juno Kim

    Journal of the Optical Society of America A   40 ( 3 )   A220 - A229   2023.3

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    Previous studies have shown that information concerning object shape is important for the perception of translucency. This study aims to explore how the perception of semi-opaque objects is influenced by surface gloss. We varied specular roughness, specular amplitude, and the simulated direction of a light source used to illuminate a globally convex bumpy object. We found that perceived lightness and roughness increased as specular roughness was increased. Declines in perceived saturation were observed but were far smaller in magnitude with these increases in specular roughness. There were inverse correlations found between perceived gloss and perceived lightness, perceived transmittance and perceived saturation, and between perceived roughness and perceived gloss. Positive correlations were found between perceived transmittance and glossiness, and between perceived roughness and perceived lightness. These findings suggest that specular reflections influence the perception of transmittance and color attributes, and not just perceived gloss. We also performed follow-up modeling of image data to find that perceived saturation and lightness could be explained by the reliance on different image regions with greater chroma and lower lightness, respectively. We also found systematic effects of lighting direction on perceived transmittance that indicate there are complex perceptual interactions that require further consideration.

    DOI: 10.1364/JOSAA.479972

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  • Texture statistics involved in specular highlight exclusion for object lightness perception Reviewed International journal

    Hiroki Nohira, Takehiro Nagai

    Journal of Vision   23 ( 3:1 )   1 - 23   2023.3

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    DOI: 10.1167/jov.23.3.1

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  • The dominating impacts of Helmholtz-Kohlrausch effect on color-induced glossiness enhancement Reviewed

    Kazuto Koizumi, Takehiro Nagai

    Journal of Vision   23 ( 1:11 )   1 - 19   2023.1

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  • Impact of local luminance contrast on facial skin lightness perception: A psychophysical reverse correlation study using sub-band contrast modulation noise. Reviewed International journal

    Takehiro Nagai, Takuya Okada, Ken Nishino, Natsuko Okiyama

    Vision Research   196 ( 108028 )   1 - 23   2022.7

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    In conventional psychophysical reverse correlation methods using white or pink noise, the luminance noise is added to every pixel. Thus, the image features correlated with perception are often biased toward local mean luminance. Furthermore, spatial frequencies and orientations are represented in the primary visual cortex, which forms the basis of various visual perception. In this study, we proposed a new reverse correlation method using noise that modulated the spatial frequency sub-band contrast and examined its properties in psychophysical experiments on facial skin lightness perception. In the experiment, we asked the observers to compare the perceived skin lightness in a paired comparison manner on face stimuli with increased or decreased spatial frequency sub-band contrasts at random spatial locations. The results showed that the contrasts in the eyes or irises were strongly and positively correlated with the perceived skin lightness in most sub-bands, demonstrating that the proposed method reiterated the findings of previous studies that the sparkle of the irises makes the skin appear lighter. Contrarily, the conventional reverse correlation method using pink noise images was applied to the skin lightness perception. The results indicated that only the local mean luminance in some skin regions, such as the forehead, was correlated with skin lightness perception. In summary, with the proposed method, we found some image features in the facial parts other than the skin mean luminance relevant to skin lightness perception, which are difficult to detect using the conventional method. They are considered complementary given that the proposed method and the conventional method extracted considerably different image features. It depends on the psychophysical tasks and stimuli which one is more appropriate.

    DOI: 10.1016/j.visres.2022.108028

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  • Luminance dependency of perceived color shift after color contrast adaptation caused by higher-order color channels. Reviewed International journal

    Takehiro Nagai, Kana Kakuta, Yasuki Yamauchi

    Journal of Vision   22 ( 7:8 )   1 - 17   2022.6

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    Color adaptation is a phenomenon in which, after prolonged exposure to a specific color (i.e. adaptation color), the perceived color shifts to approximately the opposite color direction of the adaptation color. Color adaptation is strongly related to sensitivity changes in photoreceptors, such as von Kries adaptation and cone-opponent mechanisms. On the other hand, the perceptual contrast of colors (e.g. perceptual saturation of the red-green direction) decreases after adaptation to a stimulus with spatial and/or temporal color modulation along the color direction. This phenomenon is referred to as color contrast adaptation. Color contrast adaptation has been used to investigate the representation of colors in the visual system. In the present study, we measured color perception after color contrast adaptation to stimuli with temporal color modulations along complicated color loci in a luminance-chromaticity plane. We found that, after the observers adapted to color modulations with different chromaticities at higher, medium, and lower luminance (e.g. temporal alternations among red, green, and red, each at a different luminance level), the chromaticity corresponding to perceptual achromaticity (the achromatic point) shifted to the same color direction as the adaptation chromaticity in each test stimulus luminance. In contrast, this luminance dependence of the achromatic point shift was not observed after adaptation to color modulations with more complex luminance-chromaticity correspondences (e.g. alternating red, green, red, green, and red, at five luminance levels, respectively). In addition, the occurrence or nonoccurrence of the luminance-dependent achromatic point shift was qualitatively predicted using a noncardinal model composed of channels preferring intermediate color directions between the cardinal chromaticity and luminance axes. These results suggest that the noncardinal channels are involved in the luminance-dependent perceived color shift after adaptation.

    DOI: 10.1167/jov.22.7.8

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  • 視覚光学研究がもたらす未来 Invited

    水科晴樹, 坂野雄一, 櫻井将人, 永井岳大, 棚橋重仁, 藤井芳孝, 根岸一平, 前川亮, 松田勇祐, 金成慧, 門野泰長, 森本拓馬, 森本拓馬, 宮西雄太

    光学   51 ( 4 )   169 - 170   2022.4

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    Language:Japanese   Publishing type:Research paper (scientific journal)  

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  • Luminance contrast detection is optimized for the large‐scale luminance texture of the surround Reviewed

    Misaki Hayasaka, Takehiro Nagai, Yasuki Yamauchi, Tomoharu Sato, Ichiro Kuriki

    Color Research & Application   47 ( 2 )   271 - 287   2021.8

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Wiley  

    Abstract

    Contrast sensitivity functions (CSFs) have been typically measured under persistent adaptation to a uniform background. However, this is an unusual situation, considering that visual scenes in our daily lives are typically filled by objects of various luminance levels in a wide dynamic range. We investigated the interactions between the luminance range of textured adapting background and test luminance (luminance of an immediate surround) to see how the contrast sensitivities adapt to background luminance distributions. The background was a random array of one‐dimensional lines, which had a maximum luminance range of approximately 1:520 000, and the test stimulus was a Gabor patch presented on an immediate uniform surround with various luminance levels. The carrier orientation of the Gabor patch was orthogonal to that of the background lines. In the results, the sensitivity was highest near the mean of background luminance, and the luminance range with the highest sensitivity became wider (i.e., the selectivity of sensitivity optimization weakened) as the background luminance range became larger. This sensitivity optimization was significant mainly in the lower spatial frequency. These results indicate that the overall contrast sensitivity is adjusted to the luminance range of the visual scene and the sensitivity optimization is more flexible in relatively lower spatial frequency.

    DOI: 10.1002/col.22723

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    Other Link: https://onlinelibrary.wiley.com/doi/pdf/10.1002/col.22723

  • 質感認識の心理・脳神経機構 Invited

    永井 岳大

    光学   50 ( 8 )   314 - 320   2021.8

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    Authorship:Lead author, Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:東京 : 日本光学会  

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    Other Link: https://ndlsearch.ndl.go.jp/books/R000000004-I031702703

  • Spatial frequency effective for increasing perceived glossiness by contrast enhancement Reviewed International journal

    Hiroaki Kiyokawa, Tomonori Tashiro, Yasuki Yamauchi, Takehiro Nagai

    Frontiers in Psychology   12 ( 625135 )   1 - 14   2021.2

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    It has been suggested that luminance edges in retinal images are potential cues for glossiness perception, particularly when the perception relies on low-luminance specular regions. However, a previous study has shown only statistical correlations between luminance edges and perceived glossiness, not their causal relations. Additionally, although specular components should be embedded at various spatial frequencies depending on the micro-roughness on the object surface, it is not well understood what spatial frequencies are essential for glossiness perception on objects with different micro-roughness. To address these issues, we examined the impact of a sub-band contrast enhancement on the perceived glossiness in the two conditions of stimuli: the Full condition where the stimulus had natural specular components and the Dark condition where it had specular components only in dark regions. Object images with various degrees of surface roughness were generated as stimuli, and their contrast was increased in various spatial-frequency sub-bands. The results indicate that the enhancement of the sub-band contrast can significantly increase perceived glossiness as expected. Furthermore, the effectiveness of each spatial frequency band depends on the surface roughness in the Full condition. However, effective spatial frequencies are constant at a middle spatial frequency regardless of the stimulus surface roughness in the Dark condition. These results suggest that, for glossiness perception, our visual system depends on specular-related information embedded in high spatial frequency components but may change the dependency on spatial frequency based on the surface luminance to be judged.

    DOI: 10.3389/fpsyg.2021.625135

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  • Hue selectivity of collinear facilitation Reviewed

    Tomoharu Sato, Takehiro Nagai, Ichiro Kuriki

    Journal of the Optical Society of America A   37 ( 4 )   A154 - A162   2020.3

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  • Luminance edge is a cue for glossiness perception based on low-luminance specular components Reviewed

    Hiroaki Kiyokawa, Tomonori Tashiro, Yasuki Yamauchi, Takehiro Nagai

    Journal of Vision   19 ( 12:5 )   1 - 22   2019.12

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  • 質感研究の最前線「質感の視覚心理物理学」 Invited

    永井岳大

    映像情報メデイア学会誌   73 ( 3 )   418 - 421   2019.5

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  • Relative contributions of low- and high-luminance components to material perception Reviewed

    Takehiro Nagai, Yuta Hosaka, Tomoharu Sato, Ichiro Kuriki

    Journal of Vision   18 ( 13:6 )   1 - 19   2018.12

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  • Task-relevant Perceptual Learning for Judgments of Visual Material Features Reviewed

    KIYOKAWA Hiroaki, KAWASHIMA Yuki, YAMAUCHI Yasuki, NAGAI Takehiro

    Transactions of Japan Society of Kansei Engineering   17 ( 2 )   309 - 319   2018.1

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    Authorship:Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:Japan Society of Kansei Engineering  

    There have been growing interests in clarifying perceptual mechanisms for different material features such as glossiness and transparency in recent years. In this study, we examined whether perceptual learning effects can be observed for material perceptions, and whether active conduct of material judgment tasks is important for the learning effects. The observers were divided into two groups; the glossiness group and the transparency group. The former observers repeated a glossiness discrimination task, while the latter observers repeated a transparency discrimination task for 10 days. We measured changes in correct response ratios and reaction times for discriminations of learned and unlearned material features between before and after the learning. In the results, in both learning groups, the reaction times for the learned material features were significantly shortened after the learning. These results suggest that the human visual system can increase glossiness and transparency discrimination performances by actively repeating material discrimination tasks.

    DOI: 10.5057/jjske.tjske-d-18-00019

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    Other Link: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-17H01809/

  • 日本視覚学会 若手の会主催 視覚実験プログラムワークショップ開催報告

    天野薫, 澤山正貴, 山本健太郎, 永井岳大

    VISION   29 ( 2 )   67 - 70   2017.9

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  • Trained visual art experts make more stable judgments of glossiness Reviewed

    Yusuke Tani, Ryo Nishijima, Kowa Koida, Takehiro Nagai, Michiteru Kitazaki, Shigeki Nakauchi

    The Japanese Journal of Psychonomic Science   36 ( 3 )   17 - 29   2017.9

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    <p>We investigated what visual artists learn during sketch training by comparing 3 groups (Experts, Trainees, and Novices). In 2 tasks (congruence detection and glossiness judgment), we manipulated the specular reflection component of bumpy glossy surface images by angular rotation and asked participants to compare original and modified versions. Effects of task order and type were not significant for Experts, while congruence detection improved the glossiness judgment of Novices and reduced that of Trainees. However, congruence detection did not differ by task order or group. Thus, although sketch training did not affect visual discrimination in figural congruence and gloss, it influenced the relationship between glossiness and highlight–shading congruence.</p>

    DOI: 10.14947/psychono.36.3

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  • ヒューマンインフォメーションの研究動向「2.1 質感認知」「2.2 色覚」 Invited

    永井岳大

    映像情報メデイア学会誌   71 ( 6 )   839 - 840   2017.6

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    Authorship:Lead author, Corresponding author   Language:Japanese   Publishing type:Research paper (scientific journal)  

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  • Do specular highlights and the daylight locus act as cues for estimating illumination color from a single object? Reviewed

    Takehiro Nagai, Shigeyuki Kaneko, Yuki Kawashima, Yasuki Yamauchi

    Optical Review   24 ( 1 )   47 - 61   2017.2

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    Authorship:Lead author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s10043-016-0295-6

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Books

  • 人間インタラクション計測ハンドブック

    産業技術総合研究所情報・人間工学領域人間情報インタラクション研究部門( Role: Joint author2.2.26 質感)

    朝倉書店  2025.11  ( ISBN:9784254201840

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    Total pages:xvii, 561p   Language:Japanese  

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  • 感覚・知覚心理学ハンドブック

    和気, 典二, 重野, 純, 村上, 郁也( Role: Joint author第Ⅱ部視覚 第6章色覚)

    誠信書房  2025.3  ( ISBN:9784414305050

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    Total pages:xxxi, 1756p   Language:Japanese  

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  • 質感科学ハンドブック

    小松英彦, 富永昌治, 西田眞也( Role: Joint author1-3節 質感認識の心理)

    東京大学出版会  2025.1  ( ISBN:9784130603256

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    Language:Japanese   Book type:Scholarly book

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  • 感覚知覚の心理学

    吉澤達也( Role: Joint author12.2節 視覚的質感知覚)

    朝倉書店  2023.4  ( ISBN:9784254520347

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    Language:Japanese   Book type:Scholarly book

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  • 図説視覚の事典

    日本視覚学会( Role: Joint author2.6節 色覚機能と色の見え)

    朝倉書店  2022.11  ( ISBN:9784254102949

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    Total pages:vi, 357p   Language:Japanese   Book type:Scholarly book

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  • 有斐閣現代心理学辞典

    ( Role: Joint author)

    有斐閣  2021.2  ( ISBN:9784641002661

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    Total pages:996p, 図版 [18] p  

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MISC

  • Optimal colors can predict luminosity thresholds in natural scenes

    Killian Duay, Takehiro Nagai

    2025.8

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    Authorship:Last author   Publisher:Cold Spring Harbor Laboratory  

    Abstract

    Luminosity thresholds define the luminance boundary at which a surface color shifts in appearance from being perceived as an illuminated surface to appearing self-luminous. Previous research suggests that the human visual system infers these thresholds based on internal references of physically realizable surface colors under a given illumination, referred to as the physical gamut. A surface is perceived as self-luminous when its luminance exceeds the upper limit of this empirically internalized gamut. However, the precise structure and boundaries of these gamuts remain uncertain. Optimal colors, which represent theoretical surface reflectances under specific illuminants, have been shown to provide an effective model for visualizing and computing the physical gamuts. In prior studies, optimal colors have successfully predicted luminosity thresholds; however, these findings were limited to highly simplified, abstract stimuli. Whether this framework generalizes to more naturalistic viewing conditions has remained an open question. In the present study, we demonstrate that the theory of an internal reference in the form of an empirically constructed physical gamut, visualized through optimal colors, remains valid under more natural conditions. Our results confirm that optimal colors can still accurately predict luminosity thresholds in such settings. Moreover, our findings suggest that the luminosity thresholds encompass both self-luminosity and naturalness concepts. Subsequently, this may imply that the notion of physical gamut could envelope both concepts as well and could be defined as “all physically possible colors in a scene for an object that does not emit light.” These insights can have profound potential implications for both applied fields (i.e., XR or projection mapping) and fundamental science (e.g., understanding human visual processing mechanisms).

    DOI: 10.1101/2025.08.07.669217

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  • 脳波デコーディングに基づく視覚野の色選択性の解析

    JIANG Weihang, 永井岳大, 栗木一郎

    Vision   37 ( 1 )   2025

  • HMD color calibration and color constancy in VR

    DUAY Killian, 溝上陽子, 永井岳大

    Vision   37 ( 1 )   2025

  • まぶしさに対する虹彩透過光の影響

    鈴木雅洋, 永井岳大, 増田修, 内川惠二

    Vision   36 ( 1 )   2024

  • 色刺激に対する定常状態視覚誘発電位と心理物理的誘目性の定量的比較

    森下佳徳, 栗木一郎, 永井岳大

    Vision   36 ( 1 )   2024

  • The contribution of hue dependency to brightness perception in ipRGCs

    木下凪, 鈴木雅洋, 増田修, 内川惠二, 永井岳大

    色彩学(Web)   3 ( 2 )   2024

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Presentations

  • HMD color calibration and color constancy in VR

    DUAY Killian, 溝上陽子, 永井岳大

    日本視覚学会2025年冬季大会  2025.1 

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    Event date: 2025.1

    Language:English   Presentation type:Oral presentation (general)  

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  • 照明分光分布による色恒常性の変化の要因

    岡本夕奈, 永井岳大

    日本視覚学会2025年冬季大会  2025.1 

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    Event date: 2025.1

    Language:Japanese   Presentation type:Poster presentation  

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  • 半透明感に対する形状認識のトップダウン効果 International coauthorship

    永井岳大, 清川宏暁, Juno Kim

    日本視覚学会2025年冬季大会  2025.1 

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    Event date: 2025.1

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

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  • 半透明感知覚における知覚次元

    渡辺琉翔, 中島健太, 永井岳大

    日本視覚学会2025年冬季大会  2025.1 

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    Event date: 2025

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  • 脳波デコーディングに基づく視覚野の色選択性の解析

    JIANG Weihang, 永井岳大, 栗木一郎

    日本視覚学会2025年冬季大会  2025.1 

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    Event date: 2025

    Language:Japanese   Presentation type:Poster presentation  

    Country:Japan  

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  • 脳波からの質感判別に対する時間的態度の影響

    中島健太, 永井岳大

    日本視覚学会2025年冬季大会  2025.1 

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    Language:Japanese   Presentation type:Oral presentation (general)  

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  • 注意による色差判断への干渉-色差の大きさ間での比較-

    李夏渓, 永井岳大

    日本視覚学会2025年冬季大会  2025.1 

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    Language:Japanese   Presentation type:Poster presentation  

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  • The impact of temporal attitudes on physical and affective material impressions – an analysis using EEG International conference

    Kenta Nakajima, Takehiro Nagai

    The 16th Asia-Pacific Conference on Vision (APCV 2024)  2024.7 

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    Event date: 2024.7

    Language:English   Presentation type:Poster presentation  

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  • ipRGCの明るさ知覚への寄与における色相依存性

    木下凪, 鈴木雅洋, 増田修, 内川惠二, 永井岳大

    日本色彩学会第55回全国大会[福岡]’24  2024.6 

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    Event date: 2024

    Language:Japanese   Presentation type:Oral presentation (general)  

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  • 色の世界は変わる:色弁別の経験に起因する知覚色の変容

    永井岳大, 堀内涼葉

    日本色彩学会第55回全国大会[福岡]’24  2024.6 

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    Language:Japanese   Presentation type:Oral presentation (general)  

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  • 目・唇の局所的輝度・色成分による肌の明るさ感の変化

    三好健太, 永井岳大

    映像情報メディア学会ヒューマンインフォメーション研究会  2024.11 

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    Event date: 2024

    Language:Japanese   Presentation type:Oral presentation (general)  

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  • 照明分光分布の違いによる背景色変化が色恒常性に与える影響

    岡本夕奈, 永井岳大

    日本色彩学会第55回全国大会[福岡]’24  2024.6 

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    Event date: 2024

    Language:Japanese   Presentation type:Oral presentation (general)  

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  • 抽象画の色彩選好に関わる色彩特徴~機械学習モデルによる解析~

    花田郁斗, 永井岳大

    日本色彩学会第55回全国大会[福岡]’24  2024.6 

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    Event date: 2024

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  • 光沢感知覚に対する輝度ダイナミックレンジの影響

    佐藤美晴, 永井岳大

    日本視覚学会2024年夏季大会  2024.9 

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  • 色弁別の知覚学習による色表象の歪み

    堀内涼葉, 永井岳大

    Vision  2024 

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  • 肌印象判断におけるヒトと深層学習の方略の差異

    道具優花, 西野顕, 渡辺直樹, 櫻井航洋, 沖山夏子, 永井岳大

    Vision  2024 

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  • Classification Images法によるCollinear Facilitationの知覚的テンプレートの解析

    佐藤智治, 永井岳大

    Vision  2024 

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  • 照明環境の演光沢感性における物体条件依存性

    井上大暉, 永井岳大

    Vision  2024 

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  • まぶしさに対する虹彩透過光の影響

    鈴木雅洋, 永井岳大, 増田修, 内川惠二

    Vision  2024 

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  • 色度情報による半透明感増加効果に対する物体の厚みの影響

    高梨瑞希, 永井岳大

    Vision  2024 

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  • 色刺激に対する定常状態視覚誘発電位と心理物理的誘目性の定量的比較

    森下佳徳, 栗木一郎, 永井岳大

    Vision  2024 

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  • Towards a psychophysically plausible simulation of translucent appearance International coauthorship International conference

    Takehiro Nagai, Hiroaki Kiyokawa, Stephen Palmisano, Juno Kim

    SIGGRAPH Asia 2023  2023.12 

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    Event date: 2023.12

    Language:English   Presentation type:Poster presentation  

    Country:Australia  

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  • Image features involved in translucency enhancement by chromaticity information International conference

    Mizuki Takanashi, Takehiro Nagai

    2023 OSA Fall Vision Meeting  2023.10 

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    Event date: 2023.12

    Language:English   Presentation type:Poster presentation  

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  • Luminance and chromaticity discrimination sensitivities following a sudden decrease in background luminance International conference

    Minwoo Son, Takehiro Nagai

    2023 OSA Fall Vision Meeting  2023.10 

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    Event date: 2023.12

    Language:English   Presentation type:Poster presentation  

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  • Poster Session II: Spillover effects of color discrimination training on color category boundaries and color appearance International conference

    Suzuha Horiuchi, Takehiro Nagai

    2023 OSA Fall Vision Meeting  2023.10 

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    Event date: 2023.12

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  • Image Features and Perception of Object Surface Qualities Invited International conference

    Nagai Takehiro

    The 29th International Display Workshops  2022.12  International Display Workshops General Incorporated Association

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    Event date: 2022.12

    Language:English   Presentation type:Symposium, workshop panel (nominated)  

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  • Perceived Glossiness Based on Low-Luminance Specular Components Can Be Increased by Enhancing Luminance Edge Contrasts

    Hiroaki Kiyokawa, Tomonori Tashiro, Yasuki Yamauchi, Takehiro Nagai

    I-PERCEPTION  2019.9 

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    Event date: 2019.9

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  • Effects of specular highlight on color constancy are not entirely caused by low-level image features

    Takehiro Nagai, Tomokazu Ishikawa, Tomonori Tashiro, Yasuki Yamauchi

    Journal of Vision  2019.7  Association for Research in Vision and Ophthalmology (ARVO)

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    Event date: 2019.7

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  • Contrast sensitivity functions measured on luminance-variegated background

    Misaki Hayasaka, Takehiro Nagai, Tomoharu Sato, Tomonori Tashiro, Yasuki Yamauchi, Ichiro Kuriki

    Journal of Vision  2019.7  Association for Research in Vision and Ophthalmology (ARVO)

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    Event date: 2019.7

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  • Contributions of luminance and S-cone signals to color discrimination and supra-threshold color difference in color-deficient observers

    Takehiro Nagai, Kyohei Hayashi, Yuki Kawashima, Yasuki Yamauchi, Shoji Sunaga

    Journal of Vision  2017.12  Association for Research in Vision and Ophthalmology (ARVO)

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    Event date: 2017.12

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  • Glossiness Perception not Depending on Specular Highlights-Impacts of Luminance Edges

    Hiroaki Kiyokawa, Tomonori Tashiro, Yuki Kawashima, Yasuki Yamauchi, Takehiro Nagai

    I-PERCEPTION  2017.10 

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    Event date: 2017.10

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  • A novel method to evaluate the closeness of two colors

    Yasuki Yamauchi, Yusuke Iida, Yuki Kawashima, Takehiro Nagai

    Journal of Vision  2017.6  Association for Research in Vision and Ophthalmology (ARVO)

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    Event date: 2017.6

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  • Effects of luminance levels and chromaticities on perception of continuous color shift

    Kazutoshi Takahashi, Yuki Kawashima, Takehiro Nagai, Yasuki Yamauchi

    Journal of Vision  2017.6  Association for Research in Vision and Ophthalmology (ARVO)

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  • Color appearance influenced by color experiences Invited International conference

    Takehiro Nagai

    Symposium on color vision and facial skin color  2024.7 

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  • Image cues for glossiness perception obtained from low luminance specular reflection components International conference

    Hiroaki Kiyokawa, Tomonori Tashiro, Yasuki Yamauchi, Takehiro Nagai

    41st European Conference on Visual Perception  2018.8 

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  • Effects of specular highlight on color constancy are not entirely caused by low-level image features International conference

    Takehiro Nagai, Tomakazu Ishikawa, Tomonori Tashiro, Yasuki Yamauchi

    OSA Fall Vision Meeting 2018  2018.9 

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  • Contrast sensitivity functions measured on luminance-variegated background International conference

    Misaki Hayasaka, Takehiro Nagai, Tomoharu Sato, Tomonori Tashiro, Yasuki Yamauchi, Ichiro Kuriki

    OSA Fall Vision Meeting 2018  2018.9 

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  • Influences of L/M cone number ratio on luminance detection characteristics International conference

    Ryusuke Saito, Takehiro Nagai, Tomonori Tashiro, Yasuki Yamauchi, Keiji Uchikawa

    The 14th Asia-Pacific Conference on VISION (APCV 2018)  2018.7 

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  • What factors mediate individual differences in color matching? International conference

    Atsushi Konno, Kunihiro Hatakeyama, Yuki Kawashima, Tomonori Tashiro, Takehiro Nagai, Yasuki Yamauchi

    13th AIC International Congress  2017.10 

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  • Contributions of luminance and S-cone signals to color discrimination and supra-threshold color difference in color-deficient observers International conference

    Takehiro Nagai, Kyohei Hayashi, Yuki Kawashima, Yasuki Yamauchi, Shoji Sunaga

    2017 OSA Fall Vision Meeting  2017.10 

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  • Glossiness perception not depending on specular highlights −impacts of luminance edges−. International conference

    Hiroaki Kiyokawa, Tomonori Tashiro, Yuki Kawashima, Yasuki Yamauchi, Takehiro Nagai

    The 13th Asia-Pacific Conference on Vision (APCV 2017)  2017.7 

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  • Uniformity evaluation metrics for OLED lighting International conference

    Yasuki Yamauchi, Yuki Kawashima, Takehiro Nagai

    The 8th Lux Pacifica  2018.3 

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  • Comparison of physiological response between led and OLED during task execution International conference

    Takumi Otsuka, Tomonori Tashiro, Yuki Kawashima, Takehiro Nagai, Yasuki Yamauchi

    CIE 2018 Conference on Smart Lighting  2018.4 

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  • Impacts of lower- and higher-luminance components on the material perception. International conference

    Yuta Hosaka, Takehiro Nagai, Tomoharu Sato, Ichiro Kuriki

    2017 OSA Fall Vision Meeting  2017.10 

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  • Simulation of total luminous flux measurement for panel light source using integrating sphere International conference

    Tomonori Tashiro, Taka-aki Suzuki, Yuki Kawashima, Takehiro Nagai, Yasuki Yamauchi

    CIE Midterm Meeting 2017  2017.10 

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  • Chromatic selectivity of collinear facilitation International conference

    Tomoharu Sato, Takehiro Nagai, Ichiro Kuriki

    OSA Fall Vision Meeting 2018  2018.9 

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  • HMD color calibration and a color constancy study in VR Invited International conference

    Killian Duay, Yoko Mizokami, Takehiro Nagai

    Symposium “HMD color calibration and a color constancy study in VR”), The 17th Asia-Pacific Conference on Vision (APCV 2025)  2025.6 

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    Language:English   Presentation type:Oral presentation (invited, special)  

    Country:Australia  

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  • Comparison of color directions in simple reaction time following an abrupt decrease in background luminance International conference

    Minwoo Son, Takehiro Nagai

    The 17th Asia-Pacific Conference on Vision (APCV 2025)  2025.6 

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  • The role of color distribution rarity in color preferences for abstract paintings: a machine learning analysis International conference

    Ikuto Hanada, Takehiro Nagai

    The 17th Asia-Pacific Conference on Vision (APCV 2025)  2025.6 

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  • Removing attention deteriorates the judgment of large color differences International conference

    Li Kashi, Takehiro Nagai

    The 16th Asia-Pacific Conference on Vision (APCV 2024)  2024.7 

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    Language:English   Presentation type:Oral presentation (general)  

    Country:Singapore  

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Awards

  • 日本視覚学会 2025年冬季大会 ベストプレゼンテーション賞

    2025.1   日本視覚学会  

    中島健太

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  • 日本視覚学会 2023年夏季大会 ベストプレゼンテーション賞

    2023.9  

    孫旻佑

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  • 日本色彩学会 第54回全国大会発表奨励賞

    2023.6   日本色彩学会  

    花田郁斗

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  • ベストプレゼンテーション賞

    2022.11   映像情報メディア学会ヒューマンインフォメーション研究会  

    小泉和人

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  • 第53回全国大会発表奨励賞

    2022.6   日本色彩学会  

    堀内涼葉

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  • 2022年冬季大会ベストプレゼンテーション賞

    2022.1   日本視覚学会  

    野平博希

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  • 研究会大会発表奨励賞

    2021.11   日本色彩学会  

    清川宏暁

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  • 第52回全国大会発表奨励賞

    2021.6   日本色彩学会  

    小泉和人

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  • ベストプレゼンテーション賞

    2021.3   映像情報メディア学会ヒューマンインフォメーション研究会  

    小曽根千穂

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  • 2021年冬季大会 ベストプレゼンテーション賞

    2021.1   日本視覚学会  

    瀬野了斗

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  • 優秀研究発表賞

    2018.12   映像情報メディア学会  

    齋藤隆介

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  • 日本基礎心理学会 2017年度優秀論文賞

    2018.11  

    谿雄祐, 西島遼, 鯉田孝和, 永井岳大, 北崎充晃, 中内茂樹

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    Country:Japan

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  • 日本視覚学会2018年冬季大会 ベストプレゼンテーション賞

    2018.1  

    清川宏暁

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Research Projects

  • なぜ一瞬で心を奪われるのか?魅力印象の時間的うつろいと刹那的魅力操作

    Grant number:25K22816  2025.6 - 2028.3

    日本学術振興会  科学研究費助成事業  挑戦的研究(萌芽)

    永井 岳大

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    Grant amount:\6240000 ( Direct Cost: \4800000 、 Indirect Cost:\1440000 )

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  • Study on color representation in human cortex based on individual differences in perception and brain activity

    Grant number:24H00702  2024.4 - 2028.3

    JSPS  Grant-in-aid for Scientific Research  Class A

    Ichiro Kuriki, Masami K Yamaguchi, So Kanazawa, Sae Kaneko, Takehiro Nagai, Jiale Yang, Kenichi Ueno, Hiroaki Kiyokawa

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    Grant amount:\47710000 ( Direct Cost: \36700000 、 Indirect Cost:\11010000 )

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  • 照明の「演質感性」指標の確立 -感性再現に至適な照明設計技術へ向けて-

    Grant number:23H03484  2023.4 - 2027.3

    日本学術振興会  科学研究費助成事業 基盤研究(B)  基盤研究(B)

    永井 岳大

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    Grant amount:\18590000 ( Direct Cost: \14300000 、 Indirect Cost:\4290000 )

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  • 照明の「演質感性」指標の確立 -感性再現に至適な照明設計技術へ向けて-

    Grant number:23K28174  2023.4 - 2027.3

    日本学術振興会  科学研究費助成事業  基盤研究(B)

    永井 岳大, 吉澤 望

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    Grant amount:\18590000 ( Direct Cost: \14300000 、 Indirect Cost:\4290000 )

    光沢感知覚は、物体表面の光反射特性だけでなく、その三次元形状や照明環境によっても影響を受ける。しかし、照明環境が光沢感知覚に及ぼす影響を定量的に評価する手法は存在しない。この問題に対処するため、2023年度には、多様な照明環境下での光沢感知覚に適した照明環境の要因を明らかにするための方法論を確立することを目指した。
    この目的のために、ヒトが光沢感判断の手がかりとして利用するとされる物体画像の特徴量に基づくモデル(物体モデル)を初めに構築し、このモデルを用いて様々な照明環境下での光沢感知覚量を推定できるようにした。次に、物体モデルによる光沢感推定値を活用することで、多様な照明環境における光沢感を心理実験なしに推定できるようにした上で、その推定値に基づき、照明環境の特徴量から光沢感知覚への照明の影響の強さを説明するモデル(照明モデル)を開発した。最終的に、この照明モデルを用いて、光沢感知覚に適した照明環境の特性を特定した。この方法の利点は、時間とコストを抑えつつ、様々な照明環境下での光沢感を効率的に推定できる点にある。このアプローチにより、広範な応用可能性を持つモデルが作成された。
    最後に、照明モデルの分析により、光沢感知覚に影響を与える照明環境の画像特徴量が検討された。その結果、従来研究で提案された「Brilliance」という特徴量が、先行研究と同様に光沢感との相関を示すことが確認された。さらに、本研究では、より多くの照明環境を用いたことで、これらの示唆が多様な環境に適用可能であることが示された。また、球面調和関数における中程度の周波数成分が、Brilliance以上に照明による光沢感知覚の変化をよく説明することが示された。これにより、光沢感性をより良く説明する新しい照明環境の特徴量が見出される可能性が高まった。

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  • 変角光学的要因に基づく「本物らしさ」の質感知覚への能動性の寄与の脳神経機序の解明

    Grant number:23K11290  2023.4 - 2026.3

    日本学術振興会  科学研究費助成事業  基盤研究(C)

    増田 修, 永井 岳大, 児玉 直樹, 栗木 一郎, 長谷川 誠

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    Grant amount:\4680000 ( Direct Cost: \3600000 、 Indirect Cost:\1080000 )

    先行課題と装置を共有しているため、先行課題に連動した遅れが本課題においても生じている。本課題においても、外付けディスプレイ装置を実際にMRI装置内に持ち込んで動作テストを行った。映像自体は特に不具合なく表示されたものの、様々な課題が明らかとなったため、再度、新たな材料を購入して、試作を繰り返しているところである。このディスプレイ装置は、先行課題にも使用されているもので、共同研究者から借用しているものであるが、共同研究者の別の研究プロジェクトで使用していた同じ型のディスプレイ装置が故障して修理に出されることとなり、それに伴って、ディスプレイ装置を一時返却する必要が生じた。ディスプレイ装置の一時返却中、被験者に呈示するための刺激映像の制作を進めた。先行する心理物理実験で使用したのと同じ商品券試料を、電動ゴニオーメータ上に設置して、ディジタルカメラで撮影し、動画ファイルを作成した。この動画ファイルをディスプレイ上に正確な時間タイミングで表示するための自作プログラムを Matlab および Psychtoolbox を用いて作成している。本課題においては、被験者に自分自身で映像の動きを制御させる必要があるため、そのための試作プログラムを作成している。本課題で使用可能な応答キーパッドには、ボタン数の少ないモデルと、ボタン数の多いモデルの2種があり、被験者が混乱することなく正確に応答できる方法や、複数のボタンを同時に押した場合に実際にプログラムから取得可能な応答等を模索して実験プログラムの試作を繰り返している。その後、一時返却していたディスプレイ装置を再び借用できることとなったため、新たな試作スタンドで再びディスプレイ装置の設置を試し、作成した刺激映像を用いて、実際に MRI撮像をしながらの予備実験を早急に開始する予定である。

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  • 深層学習と脳波から見る感性的質感生起における物質的質感の役割

    Grant number:23H04337  2023.4 - 2025.3

    日本学術振興会  科学研究費助成事業 学術変革領域研究(A)  学術変革領域研究(A)

    永井 岳大

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    Grant amount:\7800000 ( Direct Cost: \6000000 、 Indirect Cost:\1800000 )

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  • 高次質感認知への色の寄与:色覚異常の感性に調和する色デザイン手法の開発

    Grant number:21KK0203  2022.10 - 2024.3

    日本学術振興会  科学研究費助成事業 国際共同研究加速基金(国際共同研究強化(A))  国際共同研究加速基金(国際共同研究強化(A))

    永井 岳大

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    Grant amount:\13910000 ( Direct Cost: \10700000 、 Indirect Cost:\3210000 )

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  • 心理物理学・生理学的時間特性に基づく物質的/感性的質感間の階層構造モデリング

    Grant number:21H05810  2021.9 - 2023.3

    日本学術振興会  科学研究費助成事業 学術変革領域研究(A)  学術変革領域研究(A)

    永井 岳大

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    Grant amount:\7670000 ( Direct Cost: \5900000 、 Indirect Cost:\1770000 )

    本研究の目的は、光沢感などの物質的質感と美しさなどの感性的質感の脳内情報処理における関連性を明らかにすることである。具体的には、しばしば仮定される物質的質感と感性的質感の処理間の階層構造が本当に正しいのかを検証する。2021年度は様々な質感を判断する際の応答時間を心理物理学的により計測し、それらの質感の因果関係の手がかりを得ることを目標とした。
    そのため2つの心理物理実験を行った。第1の実験では、様々な物質的質感と感性的質感の心理量の相関関係を明らかにするために、多数の物体画像から構成された刺激群に対し、様々な質感の心理量をサーストンの一対比較法によって計測した。測定した質感は、光沢感、透明感、ざらざら間、しっとり感、温かさ、硬さ、綺麗さ、好き、触りたい、高級感、新しさであった。その結果、多くの物質的質感・感性的質感の心理量の間に相関関係があることを改めて確認することができた。さらに、計測した心理量をもとに、様々な質感の間で回答難易度が統制された刺激対セットを作成することができた。これは、質感の種類間で応答時間を測定するための重要な準備となった。
    実験2では、実験1で作成された刺激対セットを用い、サーストンの一対比較法による心理物理実験において全質感・感性項目の応答時間を計測した。その結果、平均応答時間について質感の種類によって違いがあり、例えば光沢感、ざらざら感、好きといった項目で応答時間が短い傾向にあった。しかし、物質的質感と感性的質感の間に応答時間に有意な違いはなかった。一方、質感の種類の組合せごとに、応答時間の大小により刺激群を分類すると、その間で相関の強さに違いがあった。この情報に基づくことて、脳内情報処理の様々な質感の間の因果関係に関する手がかりを提供できる可能性が示唆された。

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  • 色弱者の色知覚と感性認知の多面的研究:視覚的印象を考慮する画像強調技術の開拓

    Grant number:21H03534  2021.4 - 2024.3

    日本学術振興会  科学研究費助成事業 基盤研究(B)  基盤研究(B)

    坂本 隆, 市原 恭代, 永井 岳大, 高橋 直己

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    Grant amount:\17030000 ( Direct Cost: \13100000 、 Indirect Cost:\3930000 )

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  • 変角光学的要因に基づく「本物らしさ」の質感知覚における脳神経メカニズムの解明

    Grant number:20K12036  2020.4 - 2023.3

    日本学術振興会  科学研究費助成事業 基盤研究(C)  基盤研究(C)

    増田 修, 永井 岳大, 児玉 直樹, 古川 貴雄, 栗木 一郎, 長谷川 誠

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    Grant amount:\4290000 ( Direct Cost: \3300000 、 Indirect Cost:\990000 )

    実験を開始する準備として必要な装置の購入、設計、試作などを行った。屈折異常のある被験者でも視覚刺激を観察できるようにするため、MRI装置内で使用可能な屈折矯正眼鏡 (MediGlasses Research)を購入したが、この眼鏡は、乱視矯正には対応していないため、別途、プラスチック製の検眼レンズセット、チタン製およびプラスチック製の検眼枠を購入して実際の材質や作りなどを確認した。
    MRI装置に付属の視覚刺激呈示機構 (MR-Theater) を確認したところ、実験に必要な解像度が得られないことが判明したため、別途、視覚刺激呈示装置を外部に付加するよう計画を変更した。これに伴い、MRI対応のディスプレイを共同研究者から借用することにし、このディスプレイと視覚刺激生成用パーソナルコンピュータとをつなぐケーブルの敷設工事を行った。また、このディスプレイをMRI装置内に安定して設置するためのスタンド等の設計を数種類検討した。MRI装置に備え付けのミラーはこの新しく付加したディスプレイには対応していないため、新たにミラーも設置する必要があり、このためにアクリル製のミラーを購入して材質がMRI装置内で安全に使用できるか確認した。このミラーを保持するためのスタンドも新たに作る必要があり、2種類のヘッドコイルのいずれにも対応できるように、何度か試作を繰り返した。
    視覚刺激として呈示する動画を製作するための準備として、電動ゴニオメーターを調整し、その運転プログラムを試作した。実験刺激となる試料を照明するための照明装置を購入し、効果的な照明光の当て方を検討した。

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  • 色覚異常における未知の色差知覚特性に立脚した色変換技術の開発

    Grant number:19H04197  2019.4 - 2023.3

    日本学術振興会  科学研究費助成事業 基盤研究(B)  基盤研究(B)

    永井 岳大, 須長 正治, 山内 泰樹, 増田 修

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    Grant amount:\17160000 ( Direct Cost: \13200000 、 Indirect Cost:\3960000 )

    本研究の目的の一つは、1型/2型色覚における、大きなS色差(S錐体の応答により作り出される色差。およそ黄-紫方向)に対する色差知覚特性を明らかにすることである。そこで、R2年度は、なるべく多くの研究協力者の色差知覚特性を測定する計画であった。しかしながら、新型コロナウイルス感染拡大のため、特に学外の実験協力者について心理物理実験の実施が困難となってしまった。そこで、今後の心理物理実験の準備を万全にする,R3年度に実施予定であった実験準備を前倒しで行うなど、当初計画とは大幅に異なる項目を実施した。具体的には以下の通りである。
    【1 心理物理実験の準備】実験協力者を多く確保する準備として、外部機関の研究者の協力を得て、1型/2型色覚の方々が集まるコミュニティとのコネクションを確立した。これにより、今後より多くの実験協力者にご協力いただきやすい環境が構築できた。
    【2 視覚探索実験の準備】本研究課題で着目する閾上色差知覚の特性は、日常生活においては、ターゲットの検出や探索、認識に大きな影響を及ぼすと考えらえる。そこで、日常の課題に対する閾上色差知覚の影響を明らかにするため、色探索の応答時間を計測する実験内容を確定し、また実験環境を整えた。
    【3 三色覚者を対象とした閾上色差知覚メカニズムの検討】閾上色差知覚には色弁別とは異なるメカニズムが関与することを示唆する結果は、本研究課題でもすでに得られていたが、そのメカニズムの詳細はほとんど分かっていなかった。そこで、三色覚者が対象ではあるが、色弁別感度と閾上色差知覚を様々な色に対し詳細に計測した。この実験では、知覚対象とする色差が大きくなるにつれ、その知覚が色カテゴリーにより修飾されていくことを示唆する結果が得られた。この結果から、1型/2型の色差知覚特性においても色カテゴリーの影響を考慮すべきであるという研究上の留意点を見出すことができた。

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  • 「脳ならでは」の質感知覚方略:機械学習との画像特徴依存性の類似性と相違性

    Grant number:18H04996  2018.4 - 2020.3

    日本学術振興会  科学研究費助成事業 新学術領域研究(研究領域提案型)  新学術領域研究(研究領域提案型)

    永井 岳大

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    Grant amount:\8320000 ( Direct Cost: \6400000 、 Indirect Cost:\1920000 )

    本研究の目的は、1. 多種多様な質感の中で、ヒトが低次画像特徴に基づいて知覚する質感とは何なのか、2. その低次画像特徴と機械学習が用いる画像特徴の類似性・相似性はどこにあるのか、を明らかにすることであった。
    本研究では、質感知覚に関する心理物理実験と、そのデータと機械学習の対応性解析を行った。まず、心理物理実験では、多数の実サンプルの写真を刺激として用いた。短時間(33.3~150.0 ms)だけ呈示される刺激に対し光沢感、透明感、温度感、重さ感を被験者に判断してもらい、その精度を計測した。その結果、呈示時間が33.3 msのように短くなると、いずれの質感でも判断精度が低下したが、その中でも重さ感だけが精度低下が顕著に大きかった。呈示時間が短いと視覚系が取得できる情報がかなり制限されることから、重さ感以外の質感では、呈示時間が短いときでも単純な画像特徴に基づく判断ができる可能性が示された。
    続いて、この心理物理実験の結果と機械学習の対応関係を解析した。画像認識用のConvolutional Neural NetworkであるAlexNetを解析対象とし、特に単純な画像特徴を取り扱う初期層に着目した。実験刺激に対する初期層の応答を説明変数として、被験者の質感知覚量を説明する回帰モデルを作成した。その結果、光沢感、透明感、温度感では、呈示時間が短い場合でもモデルの決定係数が十分高く維持された一方で、重さ感では呈示時間が短くなるにつれ顕著に決定係数が低下した。この結果から、重さ感以外の質感においては、その知覚における多様な手がかりが画像に含まれ、ヒトは入手可能な画像特徴に応じて戦略を臨機応変に変化させながら質感を知覚していると考えられる。
    最後に、研究テーマから得られた知見の一般化を目指し、刺激サンプル数と質感の数を大幅に増やすため、JavaScript に基づくweb実験環境の構築も行った。

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  • Quantification of integrated material perception for real object appearance and constructing its perceptual model based on optical features

    Grant number:17H01809  2017.4 - 2020.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)  Grant-in-Aid for Scientific Research (B)

    Uchikawa Keiji

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    Grant amount:\17810000 ( Direct Cost: \13700000 、 Indirect Cost:\4110000 )

    Appearance of materials is determined by the integration of their surface attributions, such as color, gloss, and texture (integrated material perception). The integrated material perception is essential to determine surface appearance of objects in the real world although the integrated material perception has not been extensively studied. Observers estimated differences in the integrated material perception for real object images which differed in color and gloss. Our prediction model, using lower-order image statistics, showed a high correlation with the subjective estimation of the differences. Furthermore, we measured estimation in appearance differences in color only and gloss only for the same object images. As results, we obtained that the integrated material perception is simply expressed as linear summation of color and gloss difference estimations.

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  • Relationship between material image features and color recognition: effect of specular highlight color

    Grant number:15K00372  2015.4 - 2018.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C)  Grant-in-Aid for Scientific Research (C)

    Nagai Takehiro

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    Grant amount:\4680000 ( Direct Cost: \3600000 、 Indirect Cost:\1080000 )

    Specular highlights on typical objects reflect illumination colors directly, and thus is a potential cue for color constancy. In this study, we aim to elucidate the relationship between specular highlights and color perception using psychophysical experiments. First, we found no evidence that temporal color changes of specular highlights are recognized as illumination color changes. However, secondly, we showed that color constancy is stronger in scenes containing many glossy objects with specular highlights than in scenes containing only matte objects. Also, this superiority of glossy objects over matte objects disappeared in noise images whose low-level image statistics were the same as glossy objects. These results suggest that there is a mechanism in the human brain that adjusts color appearance according to specular highlight color so that the influences of illumination colors are removed from color appearance.

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