Publications 2019

Journals

1. Kyle Sama, Yoichi Morales, Hailong Liu, Naoki Akai, Alexander Carballo, Eijiro Takeuchi, Kazuya Takeda: "Extracting Human-Like Driving Behaviors From Expert Driver Data Using Deep Learning,"IEEE Transactions on Vehicular Technology, 69(9), pp.9315-9329, 2020/03/16 doi

2. Shigeki Ohira, Shunya Seiya, Ryuya Ito, Kosuke Okamoto, Ukyo Tanikawa, Daisuke Deguchi, Tomoki Toda: "Development and Evaluation of "KamiRepo" Web Service with Return of Handwritten Assignments via LMS,"Unknown Journal, 6(1), pp.52-68, 2020/02/21

3. Toshihiro Hiraoka, HaiLong Liu, Seiya Tanaka: "Driver's Trust State and Driving Behaviors While Using Advanced Driver-Assistance System,"Unknown Journal, 51(2), pp.360-366, 2020/02/13 doi

4. Tatsuki Onogawa, Toshiyuki Nakamura, Takatsugu Hirayama, Toshihiro Hiraoka, Takayuki Morikawa: "都市内高速道路走行時のドライバーの視行動の変化に関する基礎的研究,"Unknown Journal, 6(2), p.A138-A146, 2020/02/01 doi

5. Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Jiang-Yu Zheng, Hiroshi Murase: "Attribute-Aware Loss Function for Accurate Semantic Segmentation Considering the Pedestrian Orientations,"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E103-A, No.1, pp.231-242, 2020/01/01 doi

6. Takashi Maeda, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase: "インテリジェントヘッドライトシステムにおける運転者による歩行者認知に効果的な点滅光照射パターンの分析,"Journal of the Japan Society for Precision Engineering, 85(12), pp.1157-1162, 2019/12/05 doi

7. Taiki Yamamoto, Fumito Shinmura, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Kazuki Kato, Hiroshi Murase: "Cyclist Recognition via Size-Adaptable PointNet,"Journal of the Japan Society for Precision Engineering, 85(12), pp.1117-1126, 2019/12/05 doi

8. Naoki Akai, Luis Yoichi Morales, Takatsugu Hirayama, Hiroshi Murase: "Localization Considering Known and Unknown Classes of Observed Objects on a Geometric Map,"Transactions of the Society of Instrument and Control Engineers, 55(11), pp.745-753, 2019/11/20 doi

9. Yasutomo Kawanishi: "Various Applications of Image/Video Recognition Techniques -Introduction-,"Medical Imaging Technology, 37(4), p.171, 2019/09/25

10. Hitoshi Nishimura, Kazuyuki Tasaka, Yasutomo Kawanishi, Hiroshi Murase: "Object Tracking by Multiple Correlation Filters Robust to Appearance Changes,"The Transactions of Image Information and Television Engineeres, 73(5), pp.1004-1012, 2019/08/26

11. Kazuma Takahashi, Tatsumi Hattori, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase: "Estimation of the attractiveness of food photography based on image features,"IEICE Trans. on Information and Systems, E102-D, No.8, pp.1590-1593, 2019/08/01 doi

12. Naoki Akai, Luis Yoichi Morales, Takatsugu Hirayama, Hiroshi Murase: "Misalignment Recognition Using Markov Random Fields with Fully Connected Latent Variables for Detecting Localization Failures,"IEEE Robotics and Automation Letters, 4(4), pp.3955-3962, 2019/07/22 doi

13. Kenji Mase, Takatsugu Hirayama, Junya Morita, Yu Enokibori: "e-Coaching Technologies Based on Personal Lifelog,"Unknown Journal, 5(2), pp.1-11, 2019/06/28

14. Yasutomo Kawanishi, Hiroshi Murase, Jianfeng Xu, Kazuyuki Tasaka, Hiromasa Yanagihara: "Reading Contents Estimation from an Indoor Surveillance Camera,"Journal of the Japan Society for Precision Engineering, 85(5), pp.463-468, 2019/05/05

15. Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase: "Estimating the visual variety of concepts by referring to Web popularity,"Multimedia Tools and Applications, 78(7), pp.9463-9488, 2019/04/01 doi

16. Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase: "Person Re-Detection from an In-Vehicle Camera Video Referring to Observations from Other Vehicles,"The Journal of the Institute of Image Electronics Engineers of Japan, 48(2), pp.273-277, 2019/04/01

International Conferences

1. Naoki Nishida, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Jun Piao: "SOANets: Encoder-Decoder based Skeleton Orientation Alignment Network for White Cane User Recognition from 2D Human Skeleton Sequence,"Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP) 2020, Vol.5, pp.435-443, 2020/02/27

2. Onur Temuroglu, Yasutomo Kawanishi, Daisuke Deguchi, Takatsugu Hirayama, Ichiro Ide, Hiroshi Murase, Mayuu Iwasaki, Atsushi Tsukada: "Occlusion-Aware Skeleton Trajectory Representation for Abnormal Behavior Detection,"The International Workshop on Frontiers of Computer Vision (IW-FCV), OS1-3, 2020/02/20

3. Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase: "Browsing Visual Sentiment Datasets Using Psycholinguistic Groundings,"Lecture Note in Computer Science, Vol.11962, pp.697-702, 2020/01/04 doi

4. Hirotaka Kato, Takatsugu Hirayama, Ichiro Ide, Keisuke Doman, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase: "More-Natural Mimetic Words Generation for Fine-Grained Gait Description,"Lecture Note in Computer Science, Vol.11962, pp.214-225, 2020/01/04 doi

5. Reiko Furuya, Ichiro Ide, David Robert Wong, Mehrdad Teratani, Hiromi Nakaiwa, Kazuya Takeda: "Leading graduate school program at Nagoya University with a focus on students becoming leaders with global perspective,"Proc. 18th Int. Studying Leadership Conf. (ISLC2019), pp.105-107, 2019/12/16

6. Ichiro Ide, Yang Lei, Fabio Persia: "Message from the program chairs,"Proc. 21st IEEE International Symposium on Multimedia (ISM2019), p.xiv, 2019/12/01 doi

7. Takuya Migishima, Haruya Kyutoku, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase: "Scene-Adaptive Driving Area Prediction based on Automatic Label Acquisition from Driving Information,"Proceedings of the 5th IAPR Asian Conference on Pattern Recognition (ACPR2019), 97, 2019/11/28

8. Yuki Furitsu, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Hiroki Mukoujima, Nozomi Nagamine: "Semantic Segmentation of Railway Images Considering Temporal Continuity,"Proceedings of the 5th IAPR Asian Conference on Pattern Recognition (ACPR2019), 48, 2019/11/27

9. Takatsugu Hirayama, Takashi Maeda, Hailong Liu, Luis Yoichi Morales, Naoki Akai, Hiroshi Murase: "Establishing Safer Human-Vehicle Visual Interaction at Night,"Proceedings of 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2019), p.875, 2019/11/05

10. Naoki Akai, Luis Yoichi Morales, Takatsugu Hirayama, Hiroshi Murase: "Misalignment Recognition Using Markov Random Fields with Fully Connected Latent Variables for Detecting Localization Failures,"Proceedings of 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2019), TuAT18.2, 2019/11/05

11. Yamato Maekawa, Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase: "An Analysis of How Driver Experience Affects Eye-Gaze Behavior for Robotic Wheelchair Operation,"Proceedings of 2019 IEEE International Conference on Computer Vision (ICCV) Workshops, pp.4443-4451, 2019/11/02 doi

12. Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Hiroshi Murase: "Safety Criteria Analysis for Negotiating Blind Corners in Personal Mobility Vehicles Based on Driver's Attention Simulation on 3D Map,"Proceedings of 2019 IEEE 22nd International Conference on Intelligent Transportation Systems (ITSC2019), pp.2367-2374, 2019/10/29 doi

13. Marc Aurel Kastner: "On quantizing the mental image of concepts for visual semantic analyses,"Proc. 27th ACM Int. Conf. on Multimedia (ACMMM2019), 2019/10/21 doi

14. Hailong Liu, Toshihiro Hiraoka: "Driving Behavior Model Considering Driver's Over-Trust in Driving Automation System,"11th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '19), 2019/09/22

15. Naoki Nishida, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Jun Piao: "Exemplar-based Pseudo-Viewpoint Rotation for White-Cane User Recognition from a 2D Human Pose Sequence,"The 16-th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), 29, 2019/09/20

16. Hailong Liu, Toshihiro Hiraoka, Takatsugu Hirayama, Dongmin Kim: "Saliency difference based objective evaluation method for a superimposed screen of the HUD with various background,"The 14th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems (IFAC-HMS 2019), 2019/09/16

17. Yasutomo Kawanishi, Ichiro Ide, Chen Lu, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase: "Similar Seasonal-Geo-Region Mining based on Visual Concepts in Social Media Photos,"Proceedings of the 5th IEEE Conference on Multimedia BigData, pp.86-93, 2019/09/11

18. Hailong Liu, Toshihiro Hiraoka, Seiya Tanaka: "Explicit behaviors affected by driver's trust in a driving automation system,"The 5th International Symposium on Future Active Safety Technology toward Zero Accidents (FAST-zero-19), 2019/09/09

19. Kazuaki Kondo, Daisuke Deguchi, Atsushi Shimada: "Hand Orientation Estimation in Probability Density Form,"The Fourth International Workshop on Egocentric Perception, Interaction and Computing, 2019/06/17

20. Tatsumi Hattori, Keisuke Doman, Ichiro Ide, Yoshito Mekada: "Application of data augmentation for accurate attractiveness estimation for food photography,"Proc. 11th Workshop on Cooking and Eating Activities (CEA2019) in conjunction with ACM ICMR2019, pp.33-40, 2019/06/10 doi

21. Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Yasuhiro Akagi, Hailong Liu, Hiroshi Murase: "Driving Behavior Modeling Based on Hidden Markov Models with Driver's Eye-Gaze Measurement and Ego-Vehicle Localization,"Proceedings of 2019 IEEE Intelligent Vehicles Symposium (IV2019), pp.828-835, 2019/06/10 doi

22. Kazuki Umemura, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase: "Estimating the Imageability of a sentence for image caption evaluation,"Japan-Taiwan Joint Workshop on Multimedia and HCI, 2019/04/13

Domestic Conferences

1. Hayata Inoue, Ryo Hori, Yasutomo Kawanishi, Hiroshi Murase, Yoshimitsu Kajiwara: "The Fundamental Analysis of Cross-Sectioned Sueki Pottery Applied by Machine Learning of Artificial Intelligence,"Unknown Journal, 14, 2020/03/29

2. 高木 俊平, 梅村 充一, 牛田 勝憲, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase: "Prediction of Pedestrians' Road Crossing at Intersection based on Estimation of Head Orientation,"IEICE General Conference, p.84, 2020/03/19

3. HaiLong Liu, Takatsugu Hirayama, Luis Yoichi Morales, Hiroshi Murase: "自動運転車の走行意図に対する歩行者の理解度を反映する視認行動の分析,"Unknown Journal, pp.442-445, 2020/03/09

4. Chihaya Matsuhira, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase: "視覚特徴と言語特徴を用いた単語の心像性推定の検討,"Unknown Journal, pp.45-48, 2020/03/09

5. Taro Mori, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase: "A Preliminary Study on Improving a Cyclist Detector Using Weakly Supervised Learning,"IEICE General Conference, p.69, 2020/03/03

6. Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hidehisa Nagano, Kunio Kashino: "A Preliminary Study on Multi-Target Attention Degree Estimation based on the Movement of Gaze Points,"IEICE General Conference, 2020/03/03

7. Yuta Goto, Haruya Kyutoku, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase: "A Preliminary Study on Vehicle Localization Utilizing Multiple Driving Image Sequences,"IEICE General Conference, p.70, 2020/03/03

8. Kouhei Matsuzaki, Kazuyuki Tasaka, Yasutomo Kawanishi, Hiroshi Murase: "A Study on Normal Distributions Map Compression for Localization,"Unknown Journal, 13B-1, 2019/12/12

9. Naoki Akai, Takatsugu Hirayama, Hiroshi Murase: "完全自動運転実現のための信頼度付き自己位置推定の提案,"Unknown Journal, O2-4, 2019/11/24

10. Onur Temuroglu, Yasutomo Kawanishi, Daisuke Deguchi, Takatsugu Hirayama, Ichiro Ide, Hiroshi Murase, Mayuu Iwasaki, Atsushi Tsukada: "A Preliminary Study on Pedestrian Abnormal Behavior Recognition based on Pose Heatmap from Surveillance Camera Images,"Tokai-Section Joint Conference on Electrical, Electronics, Information, and Related Engineering, G5-1, 2019/09/10

11. Naoki Nishida, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Jun Piao: "A Preliminary Study on Pseudo-Viewpoint Conversion for White-Cane User Recognition from Arbitrary Viewpoints,"Tokai-Section Joint Conference on Electrical, Electronics, Information, and Related Engineering, G3-4, 2019/09/10

12. Saki Iwata, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa: "A Study on Human Skeleton Estimation from an Extremely Low-Resolution FIR Image Sequence for Monitoring Systems,"Tokai-Section Joint Conference on Electrical, Electronics, Information, and Related Engineering, G5-3, 2019/09/10

13. Nik Mohd Zarifie Hashim, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase: "An Analysis of Simultaneous Image Matching on Various Datasets for Person Re-identification,"Tokai-Section Joint Conference on Electrical, Electronics, Information, and Related Engineering, G5-2, 2019/09/10

14. Yamato Maekawa, Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase: "Analysis of the Eye-gaze Behaviors of Robotic Wheelchair Drivers Considering the Geometric Relation with a Focused Object,"Tokai-Section Joint Conference on Electrical, Electronics, Information, and Related Engineering, G3-3, 2019/09/10

15. Mitsuaki Miyazaki, Tatsumi Hattori, Keisuke Doman, Takatsugu Hirayama, Yasutomo Kawanishi, Ichiro Ide, Yoshito Mekada: "A study on estimating the attractiveness of food photos based on a fixation distribution during preference experiments,"Tokai-Section Joint Conference on Electrical, Electronics, Information, and Related Engineering, B1-4, 2019/09/09

16. Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Hiroshi Murase: "CityWalks: An Extended Dataset for Attribute-aware Semantic Segmentation,"Tokai-Section Joint Conference on Electrical, Electronics, Information, and Related Engineering, B1-1, 2019/09/09

17. Kazuki Itabashi, Junya Morita, Takatsugu Hirayama, Kenji Mase, Kazunori Yamada: "モデルベース回想法における個人差の検討,"Unknown Journal, pp.1012-1018, 2019/09/07

18. Naoki Akai, Takatsugu Hirayama, Hiroshi Murase: "確率的自己位置推定法における機械学習の併用,"Unknown Journal, 3A1-03, 2019/09/06

19. Nik Mohd Zarifie Hashim, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase: "Viewpoint Recommendation for Object Pose Estimation via Pose Ambiguity Minimization,"The 22nd Meeting on Image Recognition and Understanding (MIRU), PS1-69, 2019/08/01

20. Kazuki Sakuma, Junya Morita, Taiki Nomura, Takatsugu Hirayama, Yu Enokibori, Kenji Mase: "深層学習の可視化による神経科学的知見の抽出,"Unknown Journal, 3G3-OS-18a-04, 2019/06/06

Domestic Symposiums

1. Saki Iwata, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa: "超低解像度FIR画像内での人物位置と動作の違いに着目した骨格推定法の検討,"Dynamic Image processing for real Application (DIA), pp.493-499, 2020/03/10

2. Takuya Migishima, Haruya Kyutoku, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase: "車両の進路情報を条件とした cGAN による走路推定,"Dynamic Image processing for real Application (DIA), pp.338-344, 2020/03/10

3. Kazuki Itabashi, Junya Morita, Takatsugu Hirayama, Kenji Mase, Kazunori Yamada: "モデルベース回想法における心拍変動分析,"Unknown Journal, P-36, 2020/03/06

4. Kenji Mase, Masayuki Ihara, Ryosuke Aoki, Takatsugu Hirayama, Satoshi Nishiguchi, Masanori Yokoyama, Shogo Fukushima: "MVEが狙うメディアエクスペリエンス研究を展望する ~ 2018年度〜2019年度のMVE研究会でのテーマ討論を振り返る 〜,"IEICE Technical Report (MVE), 119(457), pp.189-192, 2020/03/05

5. Kazuki Umemura, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase: "A study on image captioning considering its imageability,"IEICE Technical Report (MVE), 119(457), pp.165-169, 2020/03/05

6. Masamu Nakamura, Yasutomo Kawanishi, Keisuke Doman, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase: "Typicality evaluation of food-type specific presentation,"IEICE Technical Report (MVE), 119(457), pp.171-176, 2020/03/05

7. Hiroki Tatemichi, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Ayako Amma: "Occlusion-Robust Pose-Feature Representation Learning for Object Pose Estimation from a Depth Image,"IEICE Technical Report (PRMU), PRMU2019-62, 2019/12/20

8. Wang Qishen, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase: "Class Augmentation For Semantic Segmentation by Integrating Multiple Methods,"Unknown Journal, HCG2019-C-4-4, 2019/12/12

9. Hitoshi Nishimura, Kazuyuki Tasaka, Yasutomo Kawanishi, Hiroshi Murase: "Online Multiple Human Tracking using Primitive Action Features,"Unknown Journal, P-4-15, 2019/11/20

10. Yoshiaki Aoyama, Keisuke Doman, Ichiro Ide, Yoshito Mekada, Yasuro Abe: "ディジタル絵解き支援に向けた注目領域推定のための顔画像の性別分類,"Unknown Journal, P138, 2019/11/02

11. Tatsumi Hattori, Keisuke Doman, Takatsugu Hirayama, Yasutomo Kawanishi, Ichiro Ide, Yoshito Mekada: "料理写真の高精度な魅力度推定に向けたdata augmentation,"Unknown Journal, C4, 2019/11/02

12. Mitsuaki Miyazaki, Tatsumi Hattori, Keisuke Doman, Takatsugu Hirayama, Yasutomo Kawanishi, Ichiro Ide, Yoshito Mekada: "視線情報を考慮した料理写真の魅力度推定手法,"Unknown Journal, P139, 2019/11/02

13. Daisuke Yoshida, Tsuyoshi Inoue, Kazufumi Torii, Kengo Tachihara, Shunya Takekawa, Atsushi Nishimura, Toshikazu Ohnishi, Shouta Ueda, Shinji Fujita, Yasutomo Kawanishi, Atsushi Ito, Kazuki Tokuda, Taro Matsuo: "深層学習を用いた天文サーベイデータ解析:分子雲コアの同定,"Unknown Journal, P131b, 2019/09/12

14. Shouta Ueda, Atsushi Nishimura, Toshikazu Ohnishi, Kazufumi Torii, Shunya Takekawa, Daisuke Yoshida, Tsuyoshi Inoue, Shinji Fujita, Yasutomo Kawanishi, Atsushi Ito, Kazuki Tokuda, Taro Matsuo: "Convolutional Neural Networkを用いた赤外線リング構造の識別,"Unknown Journal, Q09b, 2019/09/11

15. Dongmin Kim, HaiLong Liu, Takatsugu Hirayama, Toshihiro Hiraoka: "Evaluation of in-vehicle heads-up display (HUD) by a improved saliency difference method using uniform color space,"Unknown Journal, pp.839-846, 2019/09/05

16. Hideaki Takahira, Takatsugu Hirayama, Hiroshi Murase, Hideaki Hayashi, Hidefumi Odaka: "運転時の前方視認性向上のための局所調光ガラスを用いた防眩効果の検討,"IEICE Technical Report (MVE), 119(190), pp.89-90, 2019/08/30

17. Masamu Nakamura, Yasutomo Kawanishi, Keisuke Doman, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase: "Typicality analysis of a food within a food category based on its appearance,"IEICE Technical Report (MVE), 119(190), pp.21-34, 2019/08/29

18. Yoichiro Ito, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase: "3つの学習特徴に基づく料理レシピの地域属性推定,"Unknown Journal, 2019/08/28

19. Keisuke Doman, Ichiro Ide: "料理写真の魅力の定量化と評価,"Unknown Journal, 2019/08/28

20. Masamu Nakamura, Yasutomo Kawanishi, Keisuke Doman, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase: "見えに基づく同一料理カテゴリの料理に関する典型度分析,"Unknown Journal, 2019/08/28

21. Tatsumi Hattori, Keisuke Doman, Ichiro Ide, Yoshito Mekada: "A study on a data augmentation framework for accurate food attractiveness estimation,"Unknown Journal, 2019/08/28

22. Tatsuki Onogawa, Toshiyuki Nakamura, Takatsugu Hirayama, Toshihiro Hiraoka, Takayuki Morikawa: "都市内高速道路走行時のドライバーの視行動の変化に関する基礎的研究,"Unknown Journal, 108, 2019/08/07

23. Hiroki Tatemichi, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Ayako Amma: "欠損復元AutoEncoderによる遮蔽に頑健な物体姿勢推定の検討,"Meeting on Image Recognition & Understanding, PS3-66, 2019/08/01

24. Takuya Migishima, Haruya Kyutoku, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase: "走行履歴情報からの状況適応型走路の自動獲得,"Meeting on Image Recognition & Understanding, PS3-69, 2019/08/01

25. Yamato Maekawa, Naoki Akai, Luis Yoichi Morales, Takatsugu Hirayama, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase: "電動車いす運転の熟達に伴う視行動変化の分析,"Meeting on Image Recognition & Understanding, PS3-70, 2019/08/01

26. Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase: "On Visualizing Psycholinguistic Groundings for Sentiment Image Datasets,"Meeting on Image Recognition & Understanding, DS-3, 2019/08/01

27. Saki Iwata, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa: "超低解像度遠赤外線画像からの人物骨格推定の検討,"Symposium on Sensing via Image Information, IS2-26, 2019/06/13

28. Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Yasuhiro Akagi, HaiLong Liu, Hiroshi Murase: "自己回帰入出力隠れマルコフモデルを用いた運転行動のモデル化,"Unknown Journal, E05-2, 2019/06/07

29. Haruya Kyutoku, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Kazuki Kato, Hiroshi Murase: "A Preliminary Study on Integrating Camera and LiDAR Pedestrian Detections Adaptive to Surrounding Environmental Conditions,"IEICE Technical Report (PRMU), 119(64), pp.31-36, 2019/05/30

Lectures & Panels

1. Takatsugu Hirayama: "交通インタラクションの理解から人間中心のモビリティ社会へのアプローチ,"Unknown Journal, 2020/01/28

2. Naoki Akai: "信頼できる自動運転知能の実現を目指して,"Unknown Journal, 2020/01/28

3. Daisuke Deguchi: "環境認識に関する基礎と最近の動向,"Unknown Journal, 2019/12/05

4. Naoki Akai: "自己位置推定・高精度地図に関する基礎と最新の動向,"Unknown Journal, 2019/12/05

5. Ichiro Ide: "Research prospects,"Unknown Journal, 2019/09/22

6. Shin Nayatani, Ichiro Ide: "名古屋大学における数理・データ科学教育の体制と展開,"Unknown Journal, 2019/09/18

7. Naoki Akai: "深層学習を「活用」する:モデルベース・学習ベース手法の併用による自己位置推定の性能向上,"Tokai-Section Joint Conference on Electrical, Electronics, Information, and Related Engineering, 2019/09/10

8. Naoki Akai: "ベイズ推定に基づく自己位置推定,"Unknown Journal, 2019/07/29

9. Daisuke Deguchi: "Visualization of group work via sensing of real world activities,"Unknown Journal, 2019/06/26

10. Naoki Akai: "画像およびLiDARを用いた自動走行に関する動向,"Symposium on Sensing via Image Information, 2019/06/12

11. Yasutomo Kawanishi: "人工知能活用に関わる事例紹介,"Unknown Journal, 2019/06/11

12. Saki Iwata, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa: "A Study on Human Pose Estimation from an Extremely Low-Resolutiohn FIR image Sequence,"Japan-Taiwan Joint Workshop on Multimedia and HCI, 2019/04/14

13. Hiroki Tatemichi, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Ayako Amma: "A Study on Occlusion-Robust Object Pose Estimation with a De-occluding AutoEncoder,"Japan-Taiwan Joint Workshop on Multimedia and HCI, 2019/04/14

14. Ichiro Ide, Keisuke Doman, Yasutomo Kawanishi: "Multimedia research in Nagoya University and Chukyo University,"Japan-Taiwan Joint Workshop on Multimedia and HCI, 2019/04/14

Articles

1. Hui Chen, Shizhe Chen, Yang Chen, Amanda Duarte, Gelli Francesco, Trung-Hieu Hoang, Chia-Wei Hsieh, Michael Kerr, Saurabh Kumar, Yadan Luo, Kwanyong Park, K. R. Prajawal, Estevao Bissoli Saleme, David Semedo, Junbo Wang, Xin Wang, Yitian Yuan, Zhengyu Zhao, Ichiro Ide: "Reports from ACM Multimedia 2019,"ACM SIGMM Records, 11(4), 2020/01/01

2. Ichiro Ide, Mehrdad Teratani: "Real world work "Global Challenge I" Summer school held in Bangkok, the Kingdom of Thailand,"Unknown Journal, Vol.13, p.2, 2019/12/20

3. Hitoshi Nishimura, Kazuyuki Tasaka, Yasutomo Kawanishi, Hiroshi Murase: "Multiple Human Tracking using Multi-Cues including Primitive Action Features,"arXiv, cs.CV, arXiv:1909.08171, 2019/09/18

4. Andrey Alekseenko, Hien Q. Dang, Gaurav Bansal, Javier Sanchez-Medina, Takatsugu Hirayama, Chiyomi Miyajima, Ichiro Ide, Kazuya Takeda: "ITS+DM hackathon: Lane departure prediction with naturalistic driving data,"IEEE Intelligent Transportation Systems Magazine, 11(4), pp.78-93, 2019/09/01 doi

5. Ichiro Ide, Yoko Yamakata: "Foreword,"IEICE Transactions on Information and Systems, E102-D, No.7, pp.1228-1229, 2019/07/01 doi

6. Daisuke Deguchi: "車載カメラを用いた周囲環境認識技術,"Unknown Journal, 6(8), pp.9-15, 2019/05/30

Books

1. Tomokazu Takahashi, Hiroshi Murase: "Eigenspace Methods,"Computer Vision: A Reference Guide, pp.1-5, 2020/01/31 doi

2. Yuki Kodama, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hidehisa Nagano, Kunio Kashino: "Localizing the gaze target of a crowd of people,"Computer Vision - ACCV 2018 Workshops, Perth, Australia, Dec. 2-6, 2018, Revised Selected Papers, G. Carneiro, S. You eds., Lecture Notes in Computer Science, Vol.11367, pp.15-30, 2019/06/19 doi

Awards

1. Hiroki Tatemichi: "A Study on the Pose Estimation of an Occluded Object by a De-occluding AutoEncoder,"学術奨励賞, 2020/03/17

2. Saki Iwata, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa: "超低解像度FIR画像内での人物位置と動作の違いに着目した骨格推定法の検討,"研究奨励賞, 2020/03/09

3. Kazuki Umemura, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase: "A study on image captioning considering its imageability,"MVE賞, 2020/03/05

4. Daisuke Deguchi, Shunya Seiya, Shigeki Ohira, Tomoki Toda: "Campus-wide Implementation of NU Kamirepo System for Handling Handwritten Assignments with an LMS,"優秀ポスター賞, 2019/12/13

5. Naoki Akai, Takatsugu Hirayama, Hiroshi Murase: "完全自動運転実現のための信頼度付き自己位置推定の提案,"SSI優秀発表賞, 2019/11/25

6. Saki Iwata: "超低解像度遠赤外線画像からの人物姿勢推定の初期検討,"学生論文奨励賞, 2019/05/20

Theses

1. Taro Mori: "弱教師あり学習を活用した自転車検出器の精度向上,"Bachelor thesis, 2020/02/20

2. Kazuma Takeda: "注視点と注視対象の動きの類似性に 着目した複数物体への注目度推定,"Bachelor thesis, 2020/02/20

3. Yuta Goto: "複数映像の統合利用による環境変化に頑健な自車位置推定,"Bachelor thesis, 2020/02/20

4. Chihaya Matsuhira: "視覚特徴と言語特徴を用いた単語の心像性推定,"Bachelor thesis, 2020/02/20

5. Naoki Nishida: "A white cane user detection focusing on human behavior and belongings,"Master thesis, 2020/02/11

6. Takuya Migishima: "Automatic construction of scene-adaptive driving area predictor,"Master thesis, 2020/02/11

7. Onur Temuroglu: "Drunk Walking Detection based on Occlusion-Aware Skeleton Trajectory Representation,"Master thesis, 2020/02/11

8. Yoichiro Ito: "Regional style conversion of cooking images using GAN,"Master thesis, 2020/02/11

9. Masamu Nakamura: "Typicality evaluation of food-type specific presentation,"Master thesis, 2020/02/11

10. Marc Aurel Kastner: "Quantifying the mental image of visual concepts,"Doctor thesis, 2020/01/24

Others

1. Ichiro Ide, Yoko Yamakata: "Foreword,"Proc. 11th Workshop on Cooking and Eating Activities (CEA2019) in conjunction with ACM ICMR2019, 2019/06/10

We research on various themes using video and images.

Please feel free to contact us if you are interested.

Contact Information

Furo-cho, Chikusa-ku, Nagoya, Japan
IB Building South #457
Phone: 052-789-3310
Fax: 052-789-3807