Organization
School of Engineering Professor
Title
Professor
External link
TANAKA MASAYUKI
News & Topics
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A skillful rescue robot with remote-control function
2016/12/26
Languages： English
A group of Japanese researchers developed a prototype construction robot for disaster relief situations. This prototype has drastically improved operability and mobility compared to conventional construction machines.
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遠隔操作性と繊細な作業性を備えた建設ロボットを開発―ImPACTタフ・ロボティクス・チャレンジによる新しい災害対応重作業ロボットの開発―
2016/11/16
Languages： Japanese
研究成果のポイント 自在な遠隔操作性と器用で繊細な作業性を備えた災害対応重作業ロボットを開発。遠隔でロボットを操縦するオペレータが、まるで対象物を触っているかのような反力と触覚を感じながら、精密で確実な作業ができる。ロボットの外にカメラを置かずとも、対象物や地形を、視点を変えながら、また、霧がかかっていても見ることができるため、精密な作業や複雑な地形での移動が容易になる。
Research Interests
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Image Processing
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Computational Photography
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画像処理
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Computational Photography
Research Areas
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Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Measurement engineering
Education
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Tokyo Institute of Technology Graduate School of Science and Engineering Mechanical and Control engineering
- 2003
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Tokyo Institute of Technology Graduate School of Science and Engineering Department of Mechanical and Control Engineering
- 2003
Country： Japan
Research History
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National Institute of Advanced Industrial Science and Technology Social Intelligence Research Team, The Artificial Intelligence Research Center Senior Researcher
2017 - 2020
Country：Japan
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Tokyo Institute of Technology Dept. of Systems and Control Engineering, School of Engineering Associate Professor
2016 - 2017
Country：Japan
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Stanford university Dept. of Psychology Visiting Scholar
2013 - 2014
Country：United States
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Tokyo Institute of Technology Graduate School of Science and Engineering, Department of Mechanical and Control Engineering Associate Professor
2008 - 2016
Country：Japan
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Tokyo Institute of Technology Graduate School of Science and Engineering, Department of Mechanical and Control Engineering Researcher
2004 - 2008
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アジレント・テクノロジー株式会社 ソフトウェア開発
2003 - 2004
Professional Memberships
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Information Processing Society of Japan
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IEEE
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情報処理学会
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電子情報通信学会
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IEEE
Papers
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Multi-Camera Multi-Object Tracking Based on Epipolar Distance and Appearance Similarity
Masamune Oka, Masayuki Tanaka, Takashi Shibata, Masatoshi Okutomi
28th International Conference on Pattern Recognition (ICPR2026) 2026.8
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Joint 2D-3D Segmentation and Association in Street-level Imaging
Amir Melnikov, Masayuki Tanaka, Yusuke Monno, Masatoshi Okutomi
28th International Conference on Pattern Recognition (ICPR2026) 2026.8
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EMASAM: a Computationally Efficient Sharpness-Aware Minimization via EMA-Guided Perturbations
Tanapat Ratchatorn, Masayuki Tanaka
28th International Conference on Pattern Recognition (ICPR2026) 2026.8
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転移学習のための事前学習における多クラスヒンジ損失
2026.6
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偏光カメラに対するデノイジングとデモザイキングのためのベンチマーク構築
2026.6
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FlatFace: Improve face recognition by sharpness-aware minimization
Tanapat Ratchatorn, Masayuki Tanaka
Electronic Imaging (EI2026) 2026.3
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Joint Optimization of Camera Model and Deep Neural Network for Image Recognition
Youta Noboru, Yuko Ozasa, Masayuki Tanaka
Winter Conference on Applications of Computer Vision (WACV2026) 2026.3
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Overcookedゲームを用いた複数エージェントの間の相互作用の解析
2025.12
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Multi-class Smoothed Hinge Loss Function in Pre-training for Transfer Learning
Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi, Hirokazu Nosato
IEEE International Conference on Image Processing (ICIP2025) 2025.9
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Polarization Denoising and Demosaicking: Dataset and Baseline Method
Muhamad Daniel, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
IEEE International Conference on Image Processing (ICIP2025) 2025.9
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画像分類のための色変換行列最適化
2025.9
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Rectified Lagrangian for Out-of-Distribution Detection in Modern Hopfield Networks (AAAI2025)
Ryo Moriai, Nakamasa Inoue, Masayuki Tanaka, Rei Kawakami, Satoshi Ikehata, Ikuro Sato
2025.7
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An Attempt of Coadaptation Breaking by Independent Gradient Updates
Hanzhi Bi, Masayuki Tanaka
2025.7
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2025.7
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深層学習の転移学習を応用した少数の高齢者画像を用いた顔表情認識システムの開発
2025.6
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転移学習及びマルチタスク学習を用いた顔画像に基づく性別と年齢推定
2025.5
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Rectified Lagrangian for Out-ofDistribution Detection in Modern Hopfield Networks
Ryo Moriai, Nakamasa Inoue, Masayuki Tanaka, Rei Kawakami, Satoshi Ikehata, Ikuro Sato
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI) 2025.2
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Appearance-and-Spectral-Based Identification System for Penguin Individuals
Youta Noboru, Yuko Ozasa, Masayuki Tanaka
ITE Transactions on Media Technology and Applications 13 ( 2 ) 211 - 220 2025
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Tanapat Ratchatorn, Masayuki Tanaka
IEEE Access 13 100326 - 100337 2025
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A Simple Fine-Tuning Strategy Based on Bias-Variance Ratios of Layer-Wise Gradients
Mao Tomita, Ikuro Sato, Rei Kawakami, Nakamasa Inoue, Satoshi Ikehata, Masayuki Tanaka
Asian Conference on Computer Vision (ACCV2024) 2024.12
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Degraded image classification using knowledge distillation and robust data augmentations
Dinesh Daultani, Masayuki Tanaka, Masatoshi Okutomi, Kazuki Endo
IEICE Transactions on Information and Systems E107-D ( 12 ) 1517 - 1528 2024.12
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Adaptive Adversarial Cross-Entropy Loss for Sharpness-Aware Minimization
Tanapat Ratchatorn, Masayuki Tanaka
IEEE International Conference on Image Processing (ICIP2024) 2024.10
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Object Detection Framework Using Multiple Tone Mappings on High-Dynamic-Range Images
Takumi Watanabe, Rei Kawakami, Masayuki Tanaka, Masatoshi Okutomi
IEEE International Conference on Image Processing (ICIP2024) 2024.10
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2024.8
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分布外データの棄却機能を持つモダンホップフィールドネットワーク
2024.8
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複数のトーンマッピングを利用したHDR画像のための物体検出手法
2024.8
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ハイパースペクトル画像に基づくペンギンの個体識別
2024.8
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Hyperspectral Image Dataset for Individual Penguin Identification
Youta Noboru, Yuko Ozasa, Masayuki Tanaka
IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024) 2024.7
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Distribution-Aware State Update Rule for Modern Hopfield Networks
Ryo Moriai, Nakamasa Inoue, Masayuki Tanaka, Rei Kawakami, Satoshi Ikehata, Ikuro Sato
Eighth International Workshop on Symbolic-Neural Learning (SNL 2024) 2024.6
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Diffusion-Based Adaptation for Classification of Unknown Degraded Images
Dinesh Daultani, Masayuki Tanaka, Masatoshi Okutomi, Kazuki Endo
New Trends in Image Restoration and Enhancement workshop and challenges (NTIRE2024) (CVPR2024 Workshop) 2024.6
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Diffusion-Based Adaptation for Classification of Unknown Degraded Images
Dinesh Daultani, Masayuki Tanaka, Masatoshi Okutomi, Kazuki Endo
Eighth International Workshop on Symbolic-Neural Learning (SNL 2024) 2024.6
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Joint Design of Camera Spectral Sensitivity and Color Correction Matrix with Noise Consideration
Xinyue Yu, Masayuki Tanaka, Yusuke Monno, Masatoshi Okutomi
Electronic Imaging (EI2024) 2024.1
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Napat Wanchaitanawong, Masayuki Tanaka, Takashi Shibata, Masatoshi Okutomi
Electronic Imaging (EI2024) 2024.1
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Gradient-Based Image Visualization for Noisy LWIR Image
Taichi Nakano, Masayuki Tanaka, Masatoshi Okutomi
Electronic Imaging (EI2024) 144 - 1 2024.1
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ScrambleMix: A Privacy-Preserving Image Processing for Edge-Cloud Machine Learning
Koki Madono, Masayuki Tanaka, Masaki Onishi
Proceedings of Pacific-Rim Symposium on Image and Video Technology (PSIVT2023) 2023.11
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Local Brightness Normalization for Image Classification and Object Detection Robust to Illumination Changes
Yanshuo Lu, Masayuki Tanaka, Rei Kawakami, Masatoshi Okutomi
Proceedings of Pacific-Rim Symposium on Image and Video Technology (PSIVT2023) 2023.11
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Area Under Accuracy-Accuracy Curve for Evaluating Out-of-Distribution Detection
Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of Pacific-Rim Symposium on Image and Video Technology (PSIVT2023) 2023.11
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Deformable element-wise dynamic convolution
Wonjik Kim, Masayuki Tanaka, Yoko Sasaki, Masatoshi Okutomi
Journal of Electronic Imaging 32 ( 5 ) 053029 - 1 2023.10
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現代的ホップフィールド模型の学習と部分的忘却
Toshihiro Ota, Ikuro Sato, Rei Kawakami, Masayuki Tanaka, Nakamasa Inoue
2023.9
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汎化改善のための特徴抽出器の事後学習
Ikuro Sato, Ryota Yamada, Masayuki Tanaka, Nakamasa Inoue, Rei Kawakami
2023.9
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Deep snapshot HDR imaging using multi-exposure color filter array
Yutaro Okamoto, Masayuki Tanaka, Yusuke Monno, Masatoshi Okutomi
The Visual Computer (TVCJ) 1 - 17 2023.8
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勾配領域処理に基づくノイズを考慮した遠赤外線画像の可視化
IS1-8-1-5 2023.7
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レンズフィルタを利用した学習ベースの最適イメージング
SO2-18-1-6 2023.6
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Learning with Partial Forgetting in Modern Hopfield Networks
Toshihiro Ota, Ikuro Sato, Rei Kawakami, Masayuki Tanaka, Nakamasa Inoue
Proceedings of Artificial Intelligence and Statistics (AISTATS) April 2023 2023.4
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Napat Wanchaitanawong, Masayuki Tanaka, Takashi Shibata, Masatoshi Okutom
Journal of Electronic Imaging 32 ( 1 ) 013025 - 1 2023.2
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Evaluating Active Learning for Blind Imbalanced Domains
Hiroshi Kuwajima, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T Electronic Imaging (EI2023) 35 ( 9 ) 288 - 1 2023.1
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Top-K Confidence Map Aggregation for Robust Semantic Segmentation Against Unexpected Degradation
Yu Moriyasu, Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE 41st International Conference on Consumer Electronics (ICCE2023) 1 - 6 2023.1
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Semantic Segmentation of Degraded Images Using Layer-Wise Feature Adjustor
Kazuki Endo, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of Winter Conference on Applications of Computer Vision (WACV2023) 3204 - 3212 2023.1
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Dinesh Daultani, Masayuki Tanaka, Masatoshi Okutomi, Kazuki Endo
Proceedings of IS&T Electronic Imaging (EI2023) 35 ( 9 ) 296 - 1 2023.1
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Robustizing Object Detection Networks Using Augmented Feature Pooling
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of the 16th Asian Conference on Computer Vision (ACCV2022) 2022.12
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輝度特徴と色特徴の混合率の変化に対する画像分類の整合性評価
( v ) 2022.11
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Optimal Noise-Aware Imaging with Switchable Prefilters
Zilai Gong, Masayuki Tanaka, Yusuke Monno, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing (ICIP2022) 2771 - 2775 2022.10
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Instance-Wise Center Loss for Efficient Training of Deep Convolutional Neural Networks
Koki Madno, Masayuki Tanaka, Masaki Onisi
Proceedings of IEEE Global Conference on Consumer Electronics (GCCE) 2022.10
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Two-Step Color-Polarization Demosaicking Network
Vy Nguyen, Masayuki Tanaka, Yusuke Monno, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing (ICIP2022) 1011 - 1015 2022.10
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OL2A-2-1-8 2022.7
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変形可能な要素単位の動的畳み込み
IS1-21-1-4 2022.7
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Learning with Partial Forgetting in Modern Hopfield Networks
Toshihiro Ota, Ikuro Sato, Rei Kawakami, Masayuki Tanaka, Nakamasa Inoue
2022.7
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動的畳み込みニューラルネットワークを用いたLiDAR深度データ補間
SO2-10-1-8 2022.6
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PoF: Post-Training of Feature Extractor for Improving Generalization
Ikuro Sato, Ryota Yamada, Masayuki Tanaka, Nakamasa Inoue, Rei Kawakami
Proceedings of International Conference on Machine Learning (ICML) 2022.6
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Machine Learning with Blind Imbalanced Domains
Hiroshi Kuwajima, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T Electronic Imaging (EI2022) 34 ( 10 ) 381 - 1 2022.1
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Alignment and fusion of visible and infrared images based on gradient-domain processing
Ayaka Tanihata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T Electronic Imaging (EI2022) 34 ( 10 ) 366 - 1 2022.1
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Monochrome and Color Polarization Demosaicking Based on Intensity-Guided Residual Interpolation
Miki Morimatsu, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
IEEE Sensors Journal 21 ( 23 ) 26985 - 26996 2021.12
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Pixelwise Dynamic Convolution Neural Network for LiDAR Depth Data Interpolation
Wonjik Kim, Masayuki Tanaka, Masatoshi Okutom, Yoko Sasaki
IEEE Sensors Journal 21 ( 24 ) 27736 - 27747 2021.12
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SIA-GAN: Scrambling Inversion Attack Using Generative Adversarial Network
Koki Madono, Masayuki Tanaka, Masaki Onishi, Tetsuji Ogawa
IEEE Access 9 129385 - 129393 2021.9
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Geometric Data Augmentation Based on Feature Map Ensemble
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing (ICIP2021) 2021.9
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CNN-Based Classification of Degraded Images without Sacrificing Clean Images
Kazuki Endo, Masayuki Tanaka, Masatoshi Okutomi
IEEE Access 9 116094 - 116104 2021.8
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Napat Wanchaitanawong, Masayuki Tanaka, Takashi Shibata, Masatoshi Okutomi
Proceedings of the 17th International Conference on Machine Vision Applications (MVA2021) O1-1-4-1-6 2021.7
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多様な劣化水準に対応可能な劣化画像のクラス分類ネットワーク
SO1-16-1-8 2021.6
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多露光カラーフィルタアレイを用いた深層学習によるスナップショットHDR画像生成
SO1-23-1-8 2021.6
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Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Journal of Electronic Imaging 30 ( 2 ) 023032 - 1 2021.4
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Does end-to-end trained deep model always perform better than non-end-to-end counterpart?
Ikuro Sato, Guoqing Liu, Kohta Ishikawa, Teppei Suzuki, Masayuki Tanaka
Image Processing: Algorithms and Systems XIX, Electronic Imaging 2021.1
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Human Segmentation with Dynamic LiDAR Data
Tao Zhong, Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of the 25th International Conference on Pattern Recognition (ICPR2020) 2021.1
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Scrambling parameter generation to improve perceptual information hiding
Koki Madono, Masayuki Tanaka, Masaki Onishi, Tetsuji Ogawa
Human Vision and Electronic Imaging, Electronic Imaging 2021.1
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Adaptive Future Frame Prediction with Ensemble Network
Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi, Yoko Sasaki
Proceedings of ICPR2020 Workshop : International Workshop on Pattern Forecasting (PATCAST) 2021.1
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識別問題における写像空間上での距離計量学習
MIRU2021 2021
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CNN-Based Classification of Degraded Images with Awareness of Degradation Levels
Kazuki Endo, Masayuki Tanaka, Masatoshi Okutomi
IEEE Transactions on Circuits and Systems for Video Technology 31 ( 10 ) 4046 - 4057 2020.12
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Deep Snapshot HDR Imaging Using Multi-Exposure Color Filter Array
Takeru Suda, Masayuki Tanaka, Yusuke Monno, Masatoshi Okutomi
Proceedings of the 15th Asian Conference on Computer Vision (ACCV2020) 353 - 370 2020.11
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Classifying Degraded Images Over Various Levels of Degradation
Kazuki Endo, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing(ICIP2020) 1691 - 1695 2020.10
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Monochrome and Color Polarization Demosaicking Using Edge-Aware Residual Interpolation
Miki Morimatsu, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing(ICIP2020) 2571 - 2575 2020.10
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Weighted Sigmoid Gate Unit for an Activation Function of Deep Neural Network
Masayuki Tanaka
Pattern Recognition Letters 135 354 - 359 2020.7
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Remote Heart Rate Estimation Based on 3D Facial Landmarks
Yuichiro Maki, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
the 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2020) 2634 - 2637 2020.7
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Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering
Wonjik Kim, Asako Kanezaki, Masayuki Tanaka
IEEE Transactions on Image Processing 29 8055 - 8068 2020.7
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Tunable Color Correction for Noisy Images
Ryo Yamakabe, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
Journal of Electronic Imaging 29 ( 3 ) 033012 - 1 2020.6
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ear 2020.6
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Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi, Yoko Sasaki
IEEE Access 8 88443 - 88452 2020.5
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Spatial-Spectral-Temporal Fusion for Remote Heart Rate Estimation
Shiika Kado, Yusuke Monno, Kazunori Yoshizaki, Masayuki Tanaka, Masatoshi Okutomi
IEEE Sensors Journal 20 ( 19 ) 11688 - 11697 2020.5
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New Perspective of Interpretability of Deep Neural Networks
Masanari Kimura, Masayuki Tanaka
[The 3rd International Conference on Information and Computer Technologies (ICICT2020)](http://icict.org/) 2020.3
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Block-wise Scrambled Image Recognition Using Adaptation Network
Madono Koki, Masayuki Tanaka, Masaki Onishi, Tetsuji Ogawa
[AAAI-20 Workshop on Artificial Intelligence of Things](https://aiotworkshop.github.io/) 2020.2
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CNN-based Classification of Degraded Images
Kazuki Endo, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T International Symposium on Electronic Imaging (EI2020) 2020.1
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Extraction of Degradation Parameters for Transparency of an Image Restoration Network
Kazutaka Uchida, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE 8th Global Conference on Consumer Electronics (GCCE2019) 2019.10
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多チャンネルアテンション機構に基づくニューラルネットワークの特徴空間に関する解釈
2019.7
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Visible and Thermal Camera System for 360-degree Dynamic Panorama
Thapanapong Rukkanchanunt, Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
The 3rd Quantitative InfraRed Thermography Conference Asia (QIRT-Asia2019) 2019.7
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学習可能な暗号化画像への敵対的学習に基づく攻撃
2019.7
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Inter-Beat Interval Estimation from Facial Video Based on Reliability of BVP Signals
Yuichiro Maki, Yusuke Monno, Kazunori Yoshizaki, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of 41st International Engineering in Medicine and Biology Conference (EMBC2019) 6525 - 6528 2019.7
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Breaking Inter-Layer Co-Adaptation by Classifier Anonymization
Ikuro Sato, Kohta Ishikawa, Guoqing Liu, Masayuki Tanaka
International Conference on Machine Learning (ICML2019) 2019.6
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Full thermal panorama from a long wavelength infrared and visible camera system
Thapanapong Rukkanchanunt, Masayuki Tanaka, Masatoshi Okutomi
Journal of Electronic Imaging 28 ( 3 ) 033028 - 1 2019.6
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Interpretation of Feature Space using Multi-Channel Attentional Sub-Networks
Masanari Kimura, Masayuki Tanaka
CVPR 2019 Workshop on Explainable AI 2019.6
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ノンブラインド型画像復元ネットワークによる頑健な画像復元
pp 2019.6
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深層学習のおけるノイズスケールの制御方法の検討
IS2-12-1-8 2019.6
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単板式カメラのための高画質イメージングパイプライン--本当にデモザイキングを最初に行うべきか？--
IS1-38-1-3 2019.6
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深層学習のための精密な人モデルに基づくラベル付きLiDARデータ生成
2019.6
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参照画像を用いたラインスキャン方式ハイパースペクトルカメラ画像の動き歪み補正
IS1-35-1-6 2019.6
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Automatic Labeled LiDAR Data Generation based on Precise Human Model
Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi, Yoko Sasaki
Proceedings of International Conference on Robotics and Automation (ICRA2019) 43 - 49 2019.5
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Gradient-Based Low-Light Image Enhancement
Masayuki Tanaka, Takashi Shibata, Masatoshi Okutomi
IEEE International Conference on Computational Photography (ICCP2019)(Poster) 2019.5
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Non-blind Image Restoration Based on Convolutional Neural Network
Kazutaka Uchida, Masayuki Tanaka, Masatoshi Okutomi
IEEE International Conference on Computational Photography (ICCP2019)(Poster) 2019.5
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Automatic Labeled LiDAR Data Generation and Distance-Based Ensemble Learning for Human Segmentation
Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi, Yoko Sasaki
IEEE Access 7 55132 - 55141 2019.5
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Gradient-Based Low-Light Image Enhancement
Masayuki Tanaka, Takashi Shibata, Masatoshi Okutomi
Proceedings of IEEE International Conference on Consumer Electronics (ICCE2019) 2019.1
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Pixelwise JPEG compression detection and quality factor estimation based on convolutional neural network
Kazutaka Uchida, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T International Symposium on Electronic Imaging (EI2019) 2019.1
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Single-Sensor RGB-NIR Imaging: High-Quality System Design and Prototype Implementation
Yusuke Monno, Hayato Teranaka, Kazunori Yoshizaki, Masayuki Tanaka, Masatoshi Okutomi
IEEE Sensors Journal 19 ( 2 ) 497 - 507 2019
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Unified Image Fusion Framework with Learning-Based Application-Adaptive Importance Measure
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
IEEE Transactions on Computational Imaging 5 ( 1 ) 82 - 96 2019
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Improving Transparency of Deep Neural Inference Process
Hiroshi Kuwajima, Masayuki Tanaka, Masatoshi Okutomi
Progress in Artificial Intelligence 2019
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遠赤外線カメラと可視カメラを利用した悪条件下における画像取得
2018.12
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Disparity Map Estimation from Cross-Modal Stereo
Thapanapong Rukkanchanunt, Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of 6th IEEE Global Conference on Signal and Information Processing (GlobalSIP2018) 988 - 992 2018.11
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Non-blind Image Restoration Based on Convolutional Neural Network
Kazutaka Uchida, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE 7th Global Conference on Consumer Electronics (GCCE2018) 12 - 16 2018.10
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Coupled convolution layer for convolutional neural network
Kazutaka Uchida, Masayuki Tanaka, Masatoshi Okutomi
Elsevier Neural Networks 105 2018.9
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Remote Heart Rate Measurement from RGB-NIR Video Based on Spatial and Spectral Face Patch Selection
Shiika Kado, Yusuke Monno, Kenta Moriwaki, Kazunori Yoshizaki, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of 40th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2018) 5676 - 5680 2018.7
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ImPACT タフ・ロボティクス・チャレンジ(TRC) 建設ロボット - 二重旋回・複腕モデルによるフィールド評価実験 -
2018.6
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RGB-NIRカメラを用いた非接触心拍数推定
2018.6
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赤外線カメラを用いた広視野カメラシステムの開発
2018.6
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ノイズ増幅と色再現性のトレードオフを考慮した色補正手法
2018.6
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可視光・長波長赤外線カメラを用いたマルチモーダル広視野カメラシステムの開発
2018.6
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全方位画像を利用した疎なLiDARデータからの密な距離画像生成
2018.6
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深層学習における推論根拠解析
2018.6
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ImPACT タフ・ロボティクス・チャレンジ建設ロボット
2018.5
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Learnable Image Encryption
Masayuki Tanaka
Proceedings of IEEE International Conference on Consumer Electronics TAIWAN (ICCE-TW) 2018.5
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Depth Map Estimation with Unknown Fixed Pattern Projection
Masayuki Tanaka, Katsuhiro Fujita, Masatoshi Okutomi
Proceedings of IEEE International Conference on Consumer Electronics (ICCE2018) 2018.1
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Accurate Plane Estimation Based on the Error Model of Time-of-Flight Camera
Yosuke Konno, Masayuki Tanaka, Masatoshi Okutomi, Yukiko Yanagawa, Koichi Kinoshita, Masato Kawade, Yuki Hasegawa
Proceedings of the Second IEEE International Conference on Robotic Computing (IRC2018) 304 - 307 2018.1
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Network Analysis for Explanation
Hiroshi Kuwajima, Masayuki Tanaka
Transparent and Interpretable Machine Learning in Safety Critical Environments (NIPS2017 workshop) 2017.12
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遠赤外光を活用したマルチモーダル画像センシング技術とその応用
2017.12
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Misalignment-Robust Joint Filter for Cross-Modal Image Pairs
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Computer Vision (ICCV2017) 3315 - 3324 2017.10
-
次世代ヒューマンセンシングに向けたRGB-Xイメージングシステムの研究開発
2017.10
-
Tunable Color Correction Between Linear and Polynomial Models for Noisy Images
Ryo Yamakabe, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing(ICIP2017) 3125 - 3129 2017.9
-
Image Enhancement Framework for Low-resolution Thermal Images in Visible and LWIR Camera Systems
Thapanapong Rukkanchanunt, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of SPIE Security + Defence 2017 2017.9
-
カラー画像と近赤外線画像を同時に撮影可能なイメージングシステム
2017.7
-
値域制約とベース構造制約に基づく勾配ベースの画像再構成
2017.6
-
可視カメラと遠赤外線カメラの高精度キャリブレーションとその応用
2017.6
-
自己誘導型残差補間を用いた深度画像の高解像度化
2017.6
-
カラー画像を同時取得可能なリアルタイム近赤外線蛍光イメージング
2017.6
-
ノイズを含む画像に対する高精度な色補正パイプライン
2017.6
-
防塵性を考慮した可視光・遠赤外線同軸カメラシステムの開発
2017.5
-
ImPACT タフ・ロボティクス・チャレンジ(TRC)建設ロボット，単腕モデルによるフィールド評価実験，
2017.5
-
可視画像と遠赤外線画像の画像融合技術
2017.5
-
Unified optimization framework for L2, L1, and/or L0 constrained image reconstruction
Masayuki Tanaka, Masatoshi Okutomi
Proceedings of SPIE Defense + Commercial Sensing (DCS2017) 2017.4
-
Coaxial visible and FIR camera system with accurate geometric calibration
Yuka Ogino, Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of SPIE Defense + Commercial Sensing (DCS2017) 2017.4
-
LWIR image visualization preserving local details and global distribution by gradient-domain image reconstruction
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of SPIE Defense + Commercial Sensing (DCS2017) 2017.4
-
可視及び遠赤外カメラの高精度同時校正とその応用
2017.3
-
複数視点魚眼映像による発生原理を考慮したオーロラの3次元形状計測と可視化
2017.3
-
Accurate Joint Geometric Camera Calibration of Visible and Far-Infrared Cameras
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T International Symposium on Electronic Imaging (EI2017) 2017.1
-
Adaptive Residual Interpolation for Color and Multispectral Image Demosaicking
Yusuke Monno, Daisuke Kiku, Masayuki Tanaka, Masatoshi Okutomi
Sensors 17 ( 12 ) 2787 - 1 2017
-
Depth Map Upsampling by Self-Guided Residual Interpolation
Yosuke Konno, Masayuki Tanaka, Masatoshi Okutomi, Yukiko Yanagawa, Koichi Kinoshita, Masato Kawade
Proceedings of the 23rd International Conference on Pattern Recognition (ICPR2016) 1395 - 1400 2016.12
-
Deep Convolutional Neural Networkによる認知症リスクの推定
2016.12
-
Deep Convolutional Neural Networkによる認知症リスクの推定
2016.12
-
Super High Dynamic Range Video
Yuka Ogino, Masayuki Tanaka, Takashi Shibata, Masatoshi Okutomi
Proceedings of the 23rd International Conference on Pattern Recognition (ICPR2016) 4203 - 4208 2016.12
-
Coupled Convolution Layer for Convolutional Neural Network
Kazutaka Uchida, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of the 23rd International Conference on Pattern Recognition (ICPR2016) 3537 - 3542 2016.12
-
3D Visualization of Aurora Considering the Physical Characteristics
Akira Takeuchi, Hiromitsu Fujii, Atsushi Yamashita, Masayuki Tanaka, Ryuho Kataoka, Yoshizumi Miyoshi, Masatoshi Okutom, Hajime Asama
The 9th ACM SIGGRAPH Conference & Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH ASIA 2016) 2016.12
-
Effective Color Correction Pipeline for a Noisy Image
Kenta Takahashi, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing (ICIP2016) 4002 - 4006 2016.9
-
単板リアルタイムRGB-NIRイメージングシステム
2016.9
-
オーロラの発生とGPSシンチレーションの関連性についての統計解析
2016.8
-
Gradient-Domain Image Reconstruction Framework with Intensity-Range and Base-Structure Constraints
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
2016.8
-
単板リアルタイムRGB-NIRイメージングシステム
DS-08-1-2 2016.8
-
A Real-Time RGB-NIR Imaging System Using a Single Image Sensor
Kazunori Yoshizaki, Munenori Fukunishi, Yasuhiro Komiya, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi, Steven Lansel
IEEE Conference on Computer Vision and Pattern Recognition (CVPR2016)(demonstration) 2016.6
-
Gradient-Domain Image Reconstruction Framework with Intensity-Range and Base-Structure Constraints
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR2016) 2745 - 2753 2016.6
-
自然な色味を考慮した変分ベースのマルチスペクトル画像フュージョン
SO1-IS1-08-1-8 2016.6
-
高性能RGB-NIRイメージングに向けたCFAとデモザイキング処理の提案
SO2-IS2-31-1-7 2016.6
-
単板撮像素子を用いたリアルタイムRGB-NIR イメージングシステム
SO1-DS1-01-1-1 2016.6
-
3地点魚眼画像による特徴点の誤検出除去を用いたオーロラの3次元ステレオ計測
2016.3
-
Beyond Color Difference: Residual Interpolation for Color Image Demosaicking
Daisuke Kiku, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
IEEE Transactions on Image Processing 25 ( 3 ) 1288 - 1300 2016.3
-
Single-Sensor RGB and NIR Image Acquisition: Toward Optimal Performance by Taking Account of CFA Pattern, Demosaicking, and Color Correction
Hayato Teranaka, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T/SPIE Electronic Imaging (EI2016) DPMI-256-1-6 2016.2
-
Multi-spectrum to RGB with direct structure-tensor reconstruction
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T/SPIE Electronic Imaging (EI2016) DPMI-025-1-7 2016.2
-
RBMに基づく確率分布を考慮した推論モデル
2016.1
-
Versatile Visible and Near-Infrared Image Fusion based on High Visibility Area Selection
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Journal of Electronic Imaging 25 ( 1 ) 013016 - 1 2016.1
-
Aurora 3d-measurement from whole-sky time series image using fish-eye stereo camera
TAKEUCHI Akira, FUJII Hiromitsu, YAMASHITA Atsushi, TANAKA Masayuki, KATAOKA Ryuho, MIYOSHI Yoshizumi, OKUTOMI Masatoshi, ASAMA Hajime
Transactions of the JSME (in Japanese) 82 ( 834 ) 15 - 00428-15-00428 2016
-
N-to-sRGB Mapping for Single-Sensor Multispectral Imaging
Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
IEEE ICCV2015 Workshop: 5th Color and Photometry in Computer Vision Workshop (CPCV2015) 66 - 73 2015.12
-
Intensity Guided Depth Upsampling by Residual Interpolation
Yosuke Konno, Yusuke Monno, Daisuke Kiku, Masayuki Tanaka, Masatoshi Okutomi
International Conference on Advanced Mechatronics (ICAM 2015) 2015.12
-
3D Visualization Of Aurora From Optional Viewpoint At Optional Time
Akira Takeuchi, Hiromitsu Fujii, Atsushi Yamashita, Masayuki Tanaka, Ryuho Kataoka, Yoshizumi Miyoshi, Masatoshi Okutomi, Hajime Asama
SIGGRAPH Asia 2015, Poster 2015.11
-
A Practical One-Shot Multispectral Imaging System Using a Single Image Sensor
Yusuke Monno, Sunao Kikuchi, Masayuki Tanaka, Masatoshi Okutomi
IEEE Transactions on Image Processing 24 ( 10 ) 3048 - 3059 2015.10
-
Swap Node: Regularization Approach for Deep Convolutional Neural Network
Takayoshi Yamashita, Masayuki Tanaka, Yuji Yamauchi, Hironobu Fujiyoshi
Proceedings of IEEE International Conference on Image Processing (ICIP2015) 1 - 5 2015.9
-
Pseudo Four-Channel Image Denoising for Noisy CFA Raw Data
Hiroki Akiyama, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing (ICIP2015) 1 - 5 2015.9
-
Unified Image Fusion based on Applicationadaptive Importance Measure
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing (ICIP2015) 1 - 5 2015.9
-
Adaptive Residual Interpolation for Color Image Demosaicking
Yusuke Monno, Daisuke Kiku, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing (ICIP2015) 1 - 5 2015.9
-
可視画像と近赤外画像の統合による画像の視認性向上 -デノイズ，デヘイズ等のさまざまな応用に向けて-
IS1-15-1-6 2015.6
-
機械学習に基づく自動判定を応用したオーロラ高速撮像システム
IS2-10-1-4 2015.6
-
単板撮像素子のRAW画像のための擬似4 チャンネルデノイジング
IS1-05-1-7 2015.6
-
ハイブリッドCFAを用いた実用的なワンショットRGB-NIRイメージング
IS1-12-1-4 2015.6
-
顕著性に基づく可視と近赤外の画像フュージョン
2015.3
-
単板撮像素子を用いたマルチスペクトル動画像撮影システム
SS-2-1-2 2015.3
-
Visible and Near-Infrared Image Fusion based on Visually Salient Area Selection
Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T/SPIE Electronic Imaging (EI2015) 2015.2
-
複数フレーム超解像処理の原理と応用
12aII06-1-2 2015.1
-
自然画像と雑音の統計的性質に基づく画像処理
2015
-
テンプレートマッチングを用いた形状変化を考慮したオーロラの魚眼ステレオ計測
2014.12
-
Aurora 3D-Measurement and Visualization Using Fish-Eye Stereo Camera
Hiromitsu Fujii, Takayuki Kubo, Atsushi Yamashita, Akira Takeuchi, Masayuki Tanaka, Ryuho Kataoka, Yoshizumi Miyoshi, Masatoshi Okutomi, Hajime Asama
Proceedings of 7th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia 2014) 1 - 1 2014.12
-
動画撮影可能な単板５バンドイメージングシステム
( vember ) 2014.11
-
ハイブリッドカラーフィルタアレイを用いたワンショットRGB-X画像撮影
( vember ) 2014.11
-
Signal Dependent Noise Removal from a Single Image
Xinhao Liu, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing(ICIP2014) 2679 - 2683 2014.10
-
Multispectral Demosaicking with Novel Guide Image Generation and Residual Interpolation
Yusuke Monno, Daisuke Kiku, Sunao Kikuchi, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing(ICIP2014) 645 - 649 2014.10
-
Practical Signal Dependent Noise Parameter Estimation From A Single Noisy Image
Xinhao Liu, Masayuki Tanaka, Masatoshi Okutomi
IEEE Transactions on Image Processing, Vo.23 ( 10 ) 4361 - 4371 2014.10
-
Single-Sensor Approach for Multispectral Imaging
Masayuki Tanaka
the fifth Colourlab workshop of 2014 2014.9
-
Super High Dynamic Range Imaging
Takehito Hayami, Masayuki Tanaka, Masatoshi Okutomi, Takashi Shibata, Shuji Senda
Proceedings of the 22nd International Conference on Pattern Recognition (ICPR2014) 720 - 725 2014.8
-
To be Bernoulli or to be Gaussian, for a Restricted Boltzmann Machine
Takayoshi Yamashita, Masayuki Tanaka, Eiji Yoshida, Yuji Yamauchi, Hironobu Fujiyoshi
Proceedings of the 22nd International Conference on Pattern Recognition (ICPR2014) 1520 - 1525 2014.8
-
A Novel Inference of a Restricted Boltzmann Machine
Masayuki Tanaka, Masatoshi Okutomi
Proceedings of the 22nd International Conference on Pattern Recognition (ICPR2014) 1526 - 1531 2014.8
-
位置ずれのあるノイジーカラー画像を用いた赤外線画像のカラリゼーション
43 ( 3 ) 367 - 371 2014.7
-
単板リアルタイムマルチバンドイメージングシステム
DS1-2 2014.7
-
広範な利用への可能性を開く低コストなマルチバンドイメージングに向けて
IS1-36-1-7 2014.6
-
単板撮像素子を用いたリアルタイムマルチバンドイメージングシステム
2014.6
-
見えない画像を見るための2次元画像再構成
2014.6
-
複数フレームを利用した画像超解像
SP1-1-4 2014.6
-
残差補間に基づく高精度カラーデモザイキング
IS1-40-1-7 2014.6
-
セグメンテーションに基づくスーパーハイダイナミックレンジ画像合成
IS1-39-1-6 2014.6
-
魚眼ステレオカメラで取得したオーロラ動画の3次元計測と可視化
2014.3
-
Minimized-laplacian residual interpolation for color image demosaicking
Daisuke Kiku, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T/SPIE Electronic Imaging (EI2014) 9023 90230L-1-8 2014.2
-
A classification-and-reconstruction approach for a single image super-resolution by a sparse representation
YingYing Fan, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T/SPIE Electronic Imaging (EI2014) 9023 902312 - 1 2014.2
-
Simultaneous capturing of RGB and additional band images using hybrid color filter array
Daisuke Kiku, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T/SPIE Electronic Imaging (EI2014) 9023 90230V-1-9 2014.2
-
魚眼ステレオカメラを用いたオーロラの3次元計測と可視化
2013.12
-
Single-Image Noise Level Estimation for Blind Denoising
Xinhao Liu, Masayuki Tanaka, Masatoshi Okutomi
IEEE Transactions on Image Processing 22 ( 12 ) 5226 - 5237 2013.12
-
円周魚眼デジタルカメラのステレオ撮影によるオーロラ発光高度の推定
( vember ) 2013.11
-
Altitude Variation of Aurora Breakups during a Magnetic Storm on March 17, 2013
Kai Shigematsu, Yoshizumi Miyoshi, Ryuho Kataoka, Yasunobu Ogawa, Masayuki Tanaka, Atsushi Yamashita, Yoshiki Mori, Takayuki Kubo, Don Hampton, Shinobu Machida
2013.11
-
Stereoscopic Determination of All-sky Altitude Map of Aurora Using Two Ground-based Nikon DSLR Cameras
Ryuho Kataoka, Yoshizumi Miyoshi, Kai Shigematsu, Donald Hampton, Yoshiki Mori, Takayuki Kubo, Atsushi Yamashita, Masayuki Tanaka, Toshiyuki Takahei, Taro Nakai, Hiroko Miyahara, Kazuo Shiokawa
Annales Geophysicae 31 ( 9 ) 1543 - 1548 2013.9
-
Residual Interpolation for Color Image Demosaicking
Daisuke Kiku, Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing (ICIP2013) 2304 - 2308 2013.9
-
Estimation of Signal Dependent Noise Parameters from a Single Image
Xinhao Liu, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Conference on Image Processing (ICIP2013) 79 - 82 2013.9
-
適応的基底学習を利用したスパースコーディングに基づく一枚超解像
J96-D ( 8 ) 1801 - 1810 2013.8
-
適応的空間-スペクトル基底を利用したRAWデータからの直接分光反射率推定
J96-D ( 8 ) 1811 - 1822 2013.8
-
Fisher Vector based on Full-Covariance Gaussian Mixture Model
Masayuki Tanaka, Akihiko Torii, Masatoshi Okutomi
IPSJ Transactions on Computer Vision and Applications 5 50 - 54 2013.7
-
Fisher Vector based on Full-Covariance Gaussian Mixture Model
Masayuki Tanaka, Akihiko Torii, Masatoshi Okutomi
2013.7
-
Low-Light Scene Color Imaging based on Luminance Estimation from Near-Infrared Flash Image
Koichi Takeuchi, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IEEE International Workshop on Computational Cameras and Displays (formerly PROCAMS) (CCD/PROCAMS2013) 2013.6
-
画像の自己相似性と相互相似性を利用した画像デノイジング
2013.6
-
円周魚眼デジタルカメラのステレオ撮影によるオーロラ発光高度の推定
2013.5
-
近傍パッチの情報に基づく重みを利用したスパース再構成による一枚超解像
2013.5
-
ノンローカルPCAに基づく画像デノイジング
J96-D ( 3 ) 389 - 398 2013.3
-
Direct spatio-spectral datacube reconstruction from raw data using a spatially adaptive spatio-spectral basis
Yusuke Monno, Masayuki Tanaka, Masatoshi Okutomi
Proceedings of IS&T/SPIE Electronic Imaging (EI2013) 8660 866003 - 1 2013.2
-
Across-resolution adaptive dictionary learning for single-image super-resolution
Masayuki Tanaka, Ayumu Sakurai, Masatoshi Okutomi
Proceedings of IS&T/SPIE Electronic Imaging (EI2013) 8660 866007 - 1 2013.2
-
Calibration of Fish-Eye Stereo Camera for Aurora Observation
Yoshiki Mori, Atsushi Yamashita, Masayuki Tanaka, Ryuho Kataoka, Yoshizumi Miyoshi, Toru Kaneko, Masatoshi Okutomi, Hajime Asama
Proceedings of the International Workshop on Advanced Image Technology 2013 (IWAIT2013) 729 - 734 2013.1
-
Sequential learning of the relationship between action and visual feedback using a rolling ball game with conflicting rotational transformations on a tablet device
Y. Tsutsumi, A. Nakamura, M. Tanaka, T. Yoshida
European Conference on Visual Perception 2013
-
Sequential learning of a tablet-based visuomotor task with conflicting rotational transformations
T. Yoshida, Y. Tsutsumi, M.Tanaka, A. Nakamura
Asiagraph 2013
-
Optimal Spectral Sensitivity Functions for a Single-Camera One-Shot Multispectral Imaging System
Y. Monno, M.Tanaka, M. Okutomi
Proceedings of IEEE International Conference on Image Processing (ICIP2012) 2137 - 2140 2012.9
-
Noise Level Estimation Using Weak Textured Patches of a Single Noisy Image
X. Liu, M.Tanaka, M. Okutomi
Proceedings of IEEE International Conference on Image Processing (ICIP2012) 665 - 668 2012.9
-
Augmenting Moving Planar Surfaces Robustly with Video Projection and Direct Image Alignment
S. Audet, M. Okutomi, M. Tanaka
Virtual Reality (Springer) Special Issue on "Models for Mixed and Augmented Reality" 2012
-
モバイル環境で利用可能なライブ画像合成
2012
-
Multispectral Demosaicking using Guided Filter
Y. Monno, M.Tanaka, M. Okutomi
Proceedings of IS&T/SPIE Electronic Imaging (EI2012) 2012
-
Augmenting Moving Planar Surfaces Interactively with Video Projection and a Color Camera
S. Audet, M. Okutomi, M.Tanaka
Proceedings of IEEE Virtual Reality (VR2012) 111 - 112 2012
-
自己相似性に基づく適応的基底学習による一枚超解像
2012
-
ワンショットマルチスペクトル画像撮影のための高精度マルチバンドデモザイキング
2012
-
一枚超解像のための自己相似性に基づく適応的基底学習
2012
-
パラメータフリー全自動画像デノイジング
2012
-
ノイズレベル推定を応用した画像デノイジング
2012
-
単板式マルチバンドカメラのためのセンサ感度最適化
2012
-
魚眼カメラを用いたオーロラのステレオ観測のためのカメラパラメータ推定
2012
-
適応的キュービック基底を利用したマルチスペクトルRAWデータからの直接分光反射率推定
2012
-
色相関を利用した適応的カーネル回帰に基づく画像補間
J94-D ( 8 ) 1335 - 1345 2011
-
Rate-Distortion Analysis of Super-Resolution Image/Video Decoding
K. Takahashi, T. Naemura, M.Tanaka
International Conference on Image Processing (ICIP) 1629 - 1632 2011
-
Multispectral Demosaicking Using Adaptive Kernel Upsampling
Y. Monno, M.Tanaka, M. Okutomi
International Conference on Image Processing (ICIP) 3218 - 3221 2011
-
単板撮像素子を用いたワンショット撮影によるマルチスペクトル画像生成
2011
-
ノンローカルPCAによるブラインドデノイジング
2011
-
PatchMatchを用いた類似パッチの高速KNN探索法
2011
-
自然画像の事前確率分布を応用した画質改善
2011
-
Noise Level Estimation Based on Principal Component Analysis
X. Liu, M.Tanaka, M. Okutomi
Proceedings of the 8th IEEE Tokyo Young Researchers Workshop (TYRW) 2011
-
オンライン画像合成撮影 -ふたりっきりでもツーショット撮影-
2011
-
赤外フラッシュと1台のカメラを利用した低照度シーンのカラー画像生成
2011
-
だれでも簡単！撮影しながら自動画像合成 -ふたりっきりでもツーショット撮影-
CEATEC JAPAN 2011 2011
-
ロバストかつ高速な超解像度処理
2010.10
-
勾配情報に基づく画像合成のためのポアソン方程式安定化
2010.5
-
適応的な多変量正規分布による自然画像の事前確率モデル
2010.5
-
中心化部分カーネル主成分分析によるデノイジング
2010
-
Interactive Video Projection on a Moving Planar Surface of Arbitrary Texture Tracked with a Color Camera
S. Audet, M. Okutomi, M. Tanaka
2010
-
Latent Common Origin of Bilateral Filter and Non-Local Means Filter
M.Tanaka, M. Okutomi
Proceedings of IS&T/SPIE Electronic Imaging (EI2010), 7352-01 2010
-
Direct Image Alignment of Projector-Camera Systems with Planar Surfaces
S. Audet, M. Okutomi, M.Tanaka
IEEE Conference on Computer Vision and Pattern Recognition (CVPR2010) 303 - 310 2010
-
複数フレームを利用したリアルタイムビデオ超解像処理
2010
-
Progressive MAP-Based Deconvolution with Pixel-Dependent Gaussian Prior
M.Tanaka, T. Kanda, M. Okutomi
International Conference on Pattern Recognition (ICPR2010) 4428 - 4431 2010
-
Color kernel regression for robust direct upsampling from raw data of general color filter array
M.Tanaka, M. Okutomi
The Tenth Asian Conference on Computer Vision 3 1592 - 1604 2010
-
Centered Subset Kernel PCA for Denoising
Y. Washizawa, M.Tanaka
The 3rd International Workshop on Subspace Methods 6469 354 - 363 2010
-
勾配情報と輝度情報に基づくシームレス画像合成
2010
-
画像復元と自然画像の統計的性質
2010
-
バイラテラルフィルタとノンローカルミーンフィルタの統一的解釈とその発展へ向けて
J93-D ( 8 ) 1470 - 1479 2010
-
複数フレームの累積情報を利用した高速ビデオ超解像処理
J93-D ( 8 ) 1480 - 1490 2010
-
非均質マルコフ確率場を利用した自然画像のモデル化
2010
-
Fast and Robust Video Super-Resolution
D Wei, M.Tanaka, M. Okutomi
IEEE International Conference on Computer Vision (ICCV2009) (Demo) 2009
-
複数枚の画像を利用した超解像処理技術
2009
-
実時間動画像超解像処理システム
2009
-
複数画像からの「超」解像技術
2009
-
バイラテラルフィルタとノンローカルミーンフィルタの隠された意味とその発展へ向けて
2009
-
複数枚画像を利用した超解像処理
2009
-
顔らしさ分布を利用した顔検出
2 ( 1 ) 42 - 52 2009
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位置ずれ量を考慮した画素選択に基づくロバスト超解像処理
J92-D ( 5 ) 650 - 660 2009
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残差画像に基づく漸進的ぶれ画像復元
J92-D ( 8 ) 1208 - 1220 2009
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隣接フレーム間情報に基づく複数枚を利用した高速ビデオ超解像処理
2009
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複数枚を利用した実時間ビデオ超解像処理システムの実現
2009
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カーネル回帰に基づくカラー画像補間
2009
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非均質なパッチベースMRFのための局所適応的学習
J92-D ( 8 ) 1084 - 1093 2009
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超解像処理のための複数モーションに対応したロバストかつ高精度な位置合わせ手法
J92-D ( 11 ) 2033 - 2043 2009
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Robust and Precise Registration for Super-Resolution in the Presence of Multiple Motions
Y.Yaguchi, M.Tanaka, M.Okutomi
MIRU International Workshop on Computer Vision 2008 (MIRU-IWCV2008) 2008
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全画面全自動超解像~-ワンセグ放送への適用-
2008
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超解像処理のための複数モーションに対応したロバストかつ高精度位置合わせ手法
2008
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非均質なパッチベースMRFのための局所適応的学習
2008
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リンギングを考慮した漸進的ブラー画像復元
2008
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IEEE Computer Society Conference on Computer Vision and Pattern Recognition（CVPR2008）報告
2008
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画像超解像処理
2008
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陽炎による遠方物体の不規則な変形を利用した超解像処理
37 ( 4 ) 387 - 395 2008
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A raw data compression for digital cameras with a color filter array
M.Tanaka, M.Okutomi
Proc. of SPIE-IS&T Electronic Imaging 2008 2008
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Progressive Deconvolution Method with Residual Image
T.Kanda, M.Tanaka, M.Okutomi
MIRU International Workshop on Computer Vision 2008 (MIRU-IWCV2008) 2008
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Robust and Accurate Estimation of Multiple Motions for Whole-Image Super-Resolution
M.Tanaka, Y.Yaguchi, M.Okutomi
IEEE International Conference on Image Processing (ICIP) 649 - 652 2008
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Locally adaptive high-order Markov random field image priors
M.Tanaka, M. Okutomi
Mathematical Aspects of Image Processing and Computer Vision (MAIPCV) 2008
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リンギングの発生を抑えたブラー画像復元
2008
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High-usability Deblurring Filter
M.Tanaka, K.Yoneji, M.Okutomi
IEEE International Symposium on Consumer Electronics (ISCE) 1 - 2 2008
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Locally Adaptive Learning for Translation-Variant MRF Image Priors
M.Tanaka, M.Okutomi
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 1 - 8 2008
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Super-Resolution from Image Sequence under Influence of Hot-Air Optical Turbulence
M.Shimizu, S.Yoshimura, M.Tanaka, M.Okutomi
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 1 - 8 2008
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非剛体変形を利用した揺らぎ除去と高解像度画像生成
2007
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Motion Blur Parameter Identification from a Linearly Blurred Image
M.Tanaka, K.Yoneji, M.Okutomi
Proc. of International Conference on Consumer Electronics (ICCE) 2007
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Reconstruction of a High Dynamic Range and High Resolution Image from a Multisampled Image Sequence
H.Haraldsson, M.Tanaka, M.Okutomi
Proc. of 14th International Conference on Image Analysis and Processing 303 - 308 2007
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Distribution-Based Face Detection using Calibrated Boosted Cascade Classifier
H.Takatsuka, M.Tanaka, M.Okutomi
Proc. of 14th International Conference on Image Analysis and Processing 351 - 356 2007
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Near-real-time Video-to-video Super-resolution
M.Tanaka, M.Okutomi
Proceedings of 8th Asian Conference on Computer Vision (ACCV2007), Demo-A pp.1 1 2007
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A Fast Algorithm for Reconstruction-Based Superresolution and Evaluation of Its Accuracy
M. Tanaka, M. Okutomi
Systems and Computers in Japan 38 ( 7 ) 44 - 52 2007
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非剛体レジストレーションによる時系列画像中の揺らぎ除去
2007
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カスケード型識別器のキャリブレーションと尤度分布を利用した顔検出
2007
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顔らしさの評価値分布を利用した顔検出の提案
48 ( SIG16 ) 51 - 54 2007
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組合せ画素混合を利用した超解像処理
J90-D ( 8 ) 1948 - 1956 2007
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単板カラーイメージセンサのデータに適した符号化方法の提案
36 ( 5 ) 631 - 640 2007
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ヒューマンフレンドリーな復元フィルタの提案
J90-D ( 10 ) 2830 - 2839 2007
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オクルージョンや明るさ変化にロバストな超解像処理
2007
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実時間動画像超解像処理の実現へ向けて
2007
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準実時間超解像処理
2007
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近傍画素混合の提案と条件数に基づく設計
35 ( 5 ) 461 - 468 2006
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A Fast MAP-Based Superresolution Algorithm for General Motion
M.Tanaka, M.Okutomi
Proc. of SPIE-IS&T Electronic Imaging 2006, SPIE Vol. 6065-49 6065-49 1 - 12 2006
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Neighbor Pixel Mixture
M.Tanaka, M.Okutomi
Proc. of International Converence on Pattern Recognition (ICPR) 2006
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Super-resolution using a Multi-mixture imaging System
M.Tanaka, M.Okutomi
Proc. of International Conference on Image Processing (ICIP) 1725 - 1728 2006
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近傍画素混合 ～高解像度な画素混合手法～
2006
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組合せ画素混合を利用した超解像処理
2006
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顔らしさ分布を利用した顔検出手法
2006
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Spatial Merging for Face Detection
H. Takatsuka, M.Tanaka, M.Okutomi
Proc. of SICE-ICASE International Joint Conference 2006 (SICE-ICCAS 2006) 5587 - 5592 2006
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ヒューマンフレンドリーな復元フィルタの提案
2006
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組合せ画素混合と超解像処理への応用
2006
-
直線的手ぶれ画像からの画像復元
2006
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Raw dataを復号可能なJPEGデータの生成方法～新しいRaw data圧縮～
2006
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直線的手ぶれ画像復元のためのPSFパラメータ推定手法
47 ( SIG ) 107 - 110 2006
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再構成型超解像処理の理論限界に関する検討
47 ( SIG5 ) 80 - 89 2006
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周波数領域最適化法によるMAP型超解像処理の高速化に関する検討
47 ( SIG10 ) 12 - 22 2006
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再構成型超解像処理の理論限界に関する検討
2005
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直線的手ぶれ画像復元のためのPSFパラメータ推定手法
2005
-
高速超解像処理システムの実現
2005
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Theoretical Analysis on Reconstruction-Based Super-Resolution for an Arbitrary PSF
M.Tanaka, M.Okutomi
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2005) II 947 - 954 2005
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Color Super-Resolution using Hand-Held Camera
M.Tanaka, M.Okutomi
International Conference on Instrumentation, Control and Information Technology 2096 - 2100 2005
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周波数領域最適化法によるMAP型超解像処理の高速化
2005
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手持ちカメラによる高速カラー超解像処理
2005
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条件数に基づく近傍画素混合の設計
2005
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地中レーダのための微小鏡面モデルに基づく境界面方向推定および画像再構成
41 ( 1 ) 8 - 15 2005
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再構成型超解像処理の高速化アルゴリズムとその精度評価
J88-D-II ( 11 ) 2200 - 2209 2005
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再構成型超解像処理の高速化アルゴリズム
2004
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マイクロ波地中レーダのためのモデル適応度による伝播時間推定
39 ( 4 ) 332 - 341 2003
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マイクロ波地中レーダのための微小鏡面モデルに基づく画像再構成
2003
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地中レーダにおけるバイスタティック走査による地中埋設物画像の再構成
39 ( 4 ) 325 - 331 2003
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Buried Object Discrimination with Reflection Phase Characteristics for Microwave Subsurface Radar
M.Tanaka, J.Takayama, S.Ohyama, A.Kobayashi
2002 International Conference on Control, Automation and Systems 1481 - 1485 2002
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Propagation Time Estimation for Microwave Subsurface Radar by Novel Cross-correlation and Envelope Method
M.Tanaka, J.Takayama, S.Ohyama, A.Kobayashi
SICE Annual Conference 2002 in Osaka 2002
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地中探査レーダのための逆投影ヒストグラムグラム法による画像再構成法
38 ( 9 ) 739 - 746 2002
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Identification of Transmitting Wave Form for Deconvolution Process
N.Iguchi, M.Tanaka, J.Takayama, S.Ohyama, A.Kobayashi
SICE Annual Conference 2002 in Osaka 2002
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マイクロ波地中レーダのための伝達関数モデルの検討
2001
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送信波形の広がりを考慮するマイクロ波地中レーダ画像の鮮鋭化
2001
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バイスタティックレーダによる地中埋設物形状検出アルゴリズムの検討
2001
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光ファイバ触針の走査による布の識別
36 ( 2 ) 151 - 158 2000
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Back Projection Histogram Method in Homogeneous Field for Microwave Subsurface Radar
M.Tanaka, S.Ohayama, A.Kobayashi
Korea Automatic Control Conference, TAI10-5 2000
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Reflected Microwave Simulation Using Snell's Law Model for Subsurface Radar
M.Tanaka, S.Ohayama, A.Kobayashi
JSST INTERNATIONAL CONFERENCE ON MODELING, CONTROL AND COMPUTATION IN SIMULATION 55 - 58 2000
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マイクロ波地中レーダのための逆投影ヒストグラム法による混合型重ね合わせ処理の検討
2000
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信頼性を考慮した逆投影ヒストグラム法によるマイクロ波地中レーダの画像再構成
2000
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マイクロ波地中レーダを利用した逆投影ヒストグラム法による地中埋設管の検出
2000
Awards
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優秀論文賞
2010
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画像センシングシンポジウム優秀学術賞
2009
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手島記念研究賞（発明賞）
2009
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船井情報科学奨励賞
2009
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東工大工系若手奨励賞
2009
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オーディエンス賞
2009
-
オーディエンス賞
2008
-
ベストオーサー
2008
-
若手論文賞
2007
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優秀論文賞
2007
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MIRU長尾賞（最優秀論文賞）
2005
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国際優秀学生賞
2000
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学術奨励賞研究奨励賞
1999
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畠山賞
1998
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畠山賞
1995
Research Projects
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後方視的バーチャル内視鏡観察を可能とする胃内部の自由視点画像生成技術の開発
Grant number：26K03332 2026.4 - 2029.3
日本学術振興会 科学研究費助成事業 基盤研究(B)
紋野 雄介, 鈴木 翔, 田中 正行
Grant amount：\18070000 （ Direct Cost: \13900000 、 Indirect Cost：\4170000 ）
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Human bodily sensation centered design of the AI, robot and human interaction
Grant number：25H00578 2025.4 - 2030.3
Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (A)
Grant amount：\46020000 （ Direct Cost: \35400000 、 Indirect Cost：\10620000 ）
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深層学習における敵対的損失関数に基づく新しい摂動学習の確立とその応用
Grant number：24K02957 2024.4 - 2028.3
日本学術振興会 科学研究費助成事業 基盤研究(B)
田中 正行, 紋野 雄介
Grant amount：\18460000 （ Direct Cost: \14200000 、 Indirect Cost：\4260000 ）
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Precise 3D Measurement of Aurora Using Fish-Eye Stereo Camera
Grant number：25540114 2013.4 - 2015.3
Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research Grant-in-Aid for Challenging Exploratory Research
YAMASHITA Atsushi, TANAKA Masayuki, KATAOKA Ryuho, MIYOSHI Yoshizumi, OKUTOMI Masatoshi, ASAMA Hajime
Grant amount：\3770000 （ Direct Cost: \2900000 、 Indirect Cost：\870000 ）
In this study, a methodology for 3D measurement and visualization of aurora were proposed. To analyze auroras, two fish-eye cameras were set in Poker Flat Research Range, Alaska, USA. The feature points were detected from a pair of images captured by fish-eye cameras, the three-dimensional points were triangulated, and 3D aurora shapes were visualized in 3D space.
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Image reconstruction with the adaptively learned image model
Grant number：23700194 2011.4 - 2015.3
Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research Grant-in-Aid for Young Scientists (B)
TANAKA Masayuki
Grant amount：\4290000 （ Direct Cost: \3300000 、 Indirect Cost：\990000 ）
In this project, the image model which focuses on the image patch is proposed. In the existing algorithm, the model is learned with a training dataset. However, if the statistical properties of the training dataset is different from a target scene, an algorithm using that model cannot reach the good performance. In the proposed algorithm, the model is adaptively learned with the input image. The proposed algorithm is applied to the image denoising and the image super-resolution. The experimental results demonstrate that the proposed algorithm improves the performance of the image denoising and the image super-resolution.