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=============================================== Special Interest Group on Computer Vision and Image Media (IPSJ-CVIM) =============================================== Technical Committee on Pattern Recognition and Media Understanding (PRMU) Chair: Yoichi Sato (Univ. of Tokyo) Vice Chair: Toru Tamaki (Hiroshima Univ.), Akisato Kimura (NTT) Secretary: Go Irie (NTT), Yoshitaka Ushiku (OMRON SINICX) Assistant: Yusuke Uchida (DeNA), Takayoshi Yamashita (Chubu Univ.) DATE: Mon, Mar 16, 2020 10:30 - 17:40 Tue, Mar 17, 2020 09:30 - 18:00 PLACE: (075-753-5883) TOPICS: ---------------------------------------- Mon, Mar 16 AM (10:30 - 11:50) ---------------------------------------- (1)/PRMU 10:30 - 10:45 A Hybrid of Discriminative and Generative Neural Networks Hideaki Hayashi, Seiichi Uchida (Kyushu Univ.) (2)/PRMU 10:45 - 11:00 Font analysis Daichi Haraguchi, Shota Harada, Brian Kenji Iwana, Seiichi Uchida (Kyushu Univ.) (3)/PRMU 11:00 - 11:10 [Short Paper] Few-shot Character Image Generation with Deep Metric Learning Haruka Aoki, Koki Tsubota, Hikaru Ikuta, Kiyoharu Aizawa (Tokyo Univ.) (4)/PRMU 11:10 - 11:20 [Short Paper] Video Inpainting by Frame Alignment with Deformable Convolution Yusuke Hara, Xueting Wang, Toshihiko Yamasaki, Kiyoharu Aizawa (UTokyo) (5) 11:20 - 11:50 ---------------------------------------- Mon, Mar 16 AM (10:30 - 12:00) ---------------------------------------- (6)/PRMU 10:30 - 10:45 A Basic Study on Epipolar Geometry-based Ego-localization under Variable Illumination Conditions using a Far Infrared Camera Haruya Kyutoku, Tokihiko Akita, Seiichi Mita (Toyota Tech. Inst.) (7)/PRMU 10:45 - 11:00 Moment-Sentence Grounding from Temporal Action Proposal Nao Yamada, Masaki Hayashi, Seito Kasai, Yoshimitsu Aoki (Keio Univ.) (8)/PRMU 11:00 - 11:15 Multimodal Recipe Search and Image Generation by Disentangling Contents and Styles Yu Sugiyama, Keiji Yanai (UEC) (9)/PRMU 11:15 - 11:30 Image Synthesis Based on Style Features and Mask Images Using a Ramen Style Encoder Jaehyeong Cho, Wataru Shimoda, Keiji Yanai (UEC) (10) 11:30 - 12:00 ----- Break ----- ---------------------------------------- Mon, Mar 16 PM (13:30 - 14:30) ---------------------------------------- (11) 13:30 - 14:30 ----- Break ----- ---------------------------------------- Mon, Mar 16 PM (14:40 - 16:00) ---------------------------------------- (12)/PRMU 14:40 - 14:55 Egocentric pedestrian motion prediction by separately modeling body pose and position Donghao Wu, Takuma Yagi, Yusuke Matsui, Yoichi Sato (the Univ. of Tokyo) (13)/PRMU 14:55 - 15:10 Egocentric Action Recognition on Noisy Videos Lijin Yang, Yifei Huang, Yusuke Sugano, Yoichi Sato (UTokyo) (14)/PRMU 15:10 - 15:20 [Short Paper] Feature Point Matching by Cycle Consistency Naoaki Noguchi, Furuta Ryosuke, Xueting Wang, Toshihiko Yamasaki, Kiyoharu Aizawa (UT) (15)/PRMU 15:20 - 15:35 Investigation of Real-Time 3D Head Position Estimation for Gesture Interface for People with Motor Dysfunction Yuki Ozawa (Tsukuba Univ./AIST), Ikushi Yoda (AIST) (16) 15:35 - 16:00 ---------------------------------------- Mon, Mar 16 PM (14:40 - 16:05) ---------------------------------------- (17)/PRMU 14:40 - 14:55 Projector Calibration using a Pinhole Mask Plate Masatoki Sugimoto, Daisuke Iwai, Kosuke Sato (Osaka Univ.) (18)/PRMU 14:55 - 15:10 Joint Estimation of Illumination Distribution and Response Function from Shadows Takuto Nakashima, Ryo Matsuoka, Takahiro Okabe (Kyutech) (19)/PRMU 15:10 - 15:25 Metal Material Analysis using SEM Images of Multiple Magnifications Ryunosuke Ito, Keisuke Kameyama (Univ. Tsukuba), Hideitsu Hino (ISM) (20)/PRMU 15:25 - 15:40 Assessing robustness of deep learning methods in dermoscopic workflow Sourav Mishra (Univ. of Tokyo), Hideaki Imaizumi (exMedio), Toshihiko Yamasaki (Univ. of Tokyo) (21) 15:40 - 16:05 ----- Break ----- ---------------------------------------- Mon, Mar 16 PM (16:20 - 17:40) ---------------------------------------- (22)/PRMU 16:20 - 16:35 Transforming Simulation Images to Real Scene Images and Planning Driving Routes by Deep Learning for Achieving Automatic Car Driving Zhang Zelin, Jun Ohya (Waseda Univ.) (23)/PRMU 16:35 - 16:45 [Short Paper] Correspondence of 360 degree video with distorted floor map and provision of 3D information Jack Chen, Naoki Sugimoto, Satoshi Ikehata, Kiyoharu Aizawa (Tokyo Univ.) (24)/PRMU 16:45 - 17:00 (See Japanese page.) (25)/PRMU 17:00 - 17:15 Fine-grained Image Recognition using Geo-spatial Concept Knowledge Graphs with Graph Convolutional Networks Yuki Shigyo, Naoko Nitta, Kazuaki Nakamura, Noboru Babaguchi (Osaka Univ.) (26) 17:15 - 17:40 ---------------------------------------- Mon, Mar 16 PM (16:20 - 17:40) ---------------------------------------- (27)/PRMU 16:20 - 16:30 [Short Paper] Aleatoric Uncertainty Estimation Based on Separate Formulation Takumi Kawashima, Qing Yu (Tokyo Univ.), Akari Asai (.UW), Daiki Ikami (NTT/Tokyo Univ.), Kiyoharu Aizawa (Tokyo Univ.) (28)/PRMU 16:30 - 16:45 Faster Approximate Nearest Neighbor Search using Label Information of Images Onur Guler, Yusuke Matsui, Yoichi Sato (UTokyo) (29)/PRMU 16:45 - 17:00 Image compression by colorization Hiya Roy, Subhajit Chaudhury, Toshihiko Yamasaki, Tatsuaki Hashimoto (UTokyo) (30)/PRMU 17:00 - 17:15 Continuous Variables Estimation Through Classification Networks Ensembles Qianyuan Liu (Nagoya Univ.), Yu Wang, Jien Kato (Ritsumeikan Univ.) (31) 17:15 - 17:40 ---------------------------------------- Tue, Mar 17 AM (09:30 - 10:20) ---------------------------------------- (32)/PRMU 09:30 - 09:45 Object area extraction with biased training data set Ryo Nakamura, Yoshiaki Ueda, Jun Fujiki, Masaru Tanaka (Fukuoka Univ) (33)/PRMU 09:45 - 10:00 Rule Extraction from convolutional neural networks -- Rule Extraction with A Pedagogical Method -- Yuya Sato (Tokyo Denki Univ), Hiroshi Tsukimoto (Tokyo Denki Univ.) (34) 10:00 - 10:20 ---------------------------------------- Tue, Mar 17 AM (09:30 - 10:20) ---------------------------------------- (35)/PRMU 09:30 - 09:45 Evaluation of Initial Value of Nelder-Mead Method in Hyperparameter Optimization of Deep Learning Shintaro Takenaga (Kindai Univ), Shuhei Watanabe, Masahiro Nomura, Yoshihiko Ozaki, Masaki Onishi (AIST), Hitoshi Habe (Kindai Univ) (36)/PRMU 09:45 - 10:00 Deep neural network representation and learning of low-rank and sparse approximation -- With application to celiac angiography under free breathing -- Ryohei Miyoshi, Tomoya Sakai (Nagasaki Univ.), Takashi Ohnishi, Hideaki Haneishi (Chiba Univ.) (37) 10:00 - 10:20 ----- Break ----- ---------------------------------------- Tue, Mar 17 AM (10:30 - 12:10) ---------------------------------------- (38)/PRMU 10:30 - 10:45 Neural network generalization under optimally evolved training perturbations. Subhajit Chaudhury, Toshihiko Yamasaki (UTokyo) (39)/PRMU 10:45 - 11:00 Semi-Supervised Temporal Segmentation of Industrial Operation Video based on Deep Metric Learning Daiki Kawamori, Kazuaki Nakamura, Naoko Nitta, Noboru Babaguchi (Osaka Univ.) (40)/PRMU 11:00 - 11:15 Generating a 3D face with k-anonymity using GAN Ryosuke Kobayashi, Yuta Nakashima, Noboru Babaguchi (Osaka Univ.) (41)/PRMU 11:15 - 11:30 Method of Cloning Attack against Image Recognizer and Its Countermeasure Shouta Kinbara, Kazuaki Nakamura, Naoko Nitta, Noboru Babaguchi (Osaka Univ.) (42) 11:30 - 12:10 ---------------------------------------- Tue, Mar 17 AM (10:30 - 12:10) ---------------------------------------- (43) 10:30 - 10:55 (44) 10:55 - 11:20 (45) 11:20 - 11:45 (46) 11:45 - 12:10 ----- Break ----- ---------------------------------------- Tue, Mar 17 PM (13:30 - 15:00) ---------------------------------------- (47) 13:30 - 14:15 (48) 14:15 - 15:00 ----- Break ----- ---------------------------------------- Tue, Mar 17 PM (15:15 - 16:40) ---------------------------------------- (49)/PRMU 15:15 - 15:30 Applicability of Television Archives to the Support for Memory Loss Aiming at Risk and Disaster Prevention Norio Katayama, Hiroshi Mo, Shin'ichi Satoh (NII) (50)/PRMU 15:30 - 15:45 Pedestrian Detection using Wide and Narrow Area Networks Misaki Kodaira (Nagoya Univ.), Yu Wang, Jien Kato (Ritsumeikan Univ.) (51)/PRMU 15:45 - 16:00 Ego-centric Activity Recognition of Rescue Dogs by Integrating visual, audio and sensor information Yuta Ide, Tsuyohito Araki (UEC), Ryunosuke Hamada, Kazunori Ohno (Tohoku Univ.), Keiji Yanai (UEC) (52)/PRMU 16:00 - 16:15 Acceleration of Deep Learning Inference by Model Cascading Shohei Enomoto, Takeharu Eda (NTT) (53) 16:15 - 16:40 ---------------------------------------- Tue, Mar 17 PM (15:15 - 16:30) ---------------------------------------- (54) 15:15 - 15:40 (55) 15:40 - 16:05 (56) 16:05 - 16:30 ----- Break ----- ---------------------------------------- Tue, Mar 17 PM (16:50 - 17:35) ---------------------------------------- (57) 16:50 - 17:35 ---------------------------------------- Tue, Mar 17 PM (16:50 - 18:00) ---------------------------------------- (58)/PRMU 16:50 - 17:05 Experimental Evaluation for Bayes Error Estimation Capability of Large Geometric Margin Minimum Classification Error Training Ikuhiro Nishiyama (Doshisha Univ.), Hideyuki Watanabe (ATR), Shigeru Katagiri, Miho Ohsaki (Doshisha Univ.) (59)/PRMU 17:05 - 17:20 Experimental Evaluation on Bayes Error Estimation Capability of Kernel Minimum Classification Error Training Koji Yamada (Doshisha Univ.), Hideyuki Watanabe (ATR), Shigeru Katagiri, Miho Ohsaki (Doshisha Univ.) (60)/PRMU 17:20 - 17:35 Study on Maximum Bayes Boundary-ness Training for Pattern Classification Masahiro Senda, David Ha (Doshisha Univ.), Hideyuki Watanabe (ATR), Shigeru Katagiri, Miho Ohsaki (Doshisha Univ.) (61) 17:35 - 18:00 # Information for speakers General Talk will have 20 minutes for presentation and 5 minutes for discussion. - This workshop has been cancelled. However, the technical report will be issued. === Special Interest Group on Computer Vision and Image Media (IPSJ-CVIM) === # FUTURE SCHEDULE: Thu, May 14, 2020 - Fri, May 15, 2020: Online [Fri, Mar 6], Topics: Business based on computer vision and pattern recognition === Technical Committee on Pattern Recognition and Media Understanding (PRMU) === # FUTURE SCHEDULE: Thu, May 14, 2020 - Fri, May 15, 2020: Online [Fri, Mar 6], Topics: Business based on computer vision and pattern recognition # SECRETARY: Contact address: pr  -or  zer   Last modified: 2020-02-26 23:22:16 |
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