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Technical Committee on Pattern Recognition and Media Understanding (PRMU) [schedule] [select]
Chair Seiichi Uchida (Kyushu Univ.)
Vice Chair Takuya Funatomi (NAIST), Mitsuru Anpai (Denso IT Lab.)
Secretary Kouta Yamaguchi (CyberAgent), Yusuke Matsui (Univ. of Tokyo)
Assistant Nakamasa Inoue (Tokyo Inst. of Tech.), Yasutomo Kawanishi (Riken)

Technical Committee on Information-Based Induction Sciences and Machine Learning (IBISML) [schedule] [select]
Chair Masashi Sugiyama (Univ. of Tokyo)
Vice Chair Toshihiro Kamishima (AIST), Koji Tsuda (Univ. of Tokyo)
Secretary Tomoharu Iwata (NTT), Atsuyoshi Nakamura (Hokkaido Univ.)
Assistant Yoshinobu Kawahara (Osaka Univ.), Taiji Suzuki (Tokyo Inst. of Tech.)

Special Interest Group on Computer Vision and Image Media (IPSJ-CVIM) [schedule] [select]

Conference Date Thu, Mar 2, 2023 09:00 - 18:10
Fri, Mar 3, 2023 09:00 - 17:55
Topics  
Conference Place  
Copyright
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reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Registration Fee This workshop will be held as the IEICE workshop in fully electronic publishing. Registration fee will be necessary except the speakers and participants other than the participants to workshop(s) in non-electronic publishing. See the registration fee page. We request the registration fee or presentation fee to participants who will attend the workshop(s) on PRMU, IBISML.

Thu, Mar 2 AM 
09:00 - 10:15
(1)
PRMU
09:00-09:10 Toward Regularizing Neural Networks with Meta-Learning Generative Models PRMU2022-58 IBISML2022-65 Shin'ya Yamaguchi (NTT/Kyoto Univ.), Daiki Chijiwa, Sekitoshi Kanai, Atsutoshi Kumagai (NTT), Hisashi Kashima (Kyoto Univ.)
(2)
PRMU
09:10-09:20 Adversarial Training Focusing on Misclassification Risk in Image Classification PRMU2022-59 IBISML2022-66 Norikoe Murakami, Seiya Ito, Kouzou Ohara (Aoyama Gakuin Univ.)
(3)
PRMU
09:20-09:30 Relation Between Shape/Texture Biases and Double-Descent Phenomenon in Visual Recognition PRMU2022-60 IBISML2022-67 Shuya Takahashi (Tokyo Denki Univ./AIST), Nakamasa Inoue, Rio Yokota (Tokyo Tech), Hirokatsu Kataoka (AIST), Eisaku Maeda (Tokyo Denki Univ.)
(4)
PRMU
09:30-09:40 Detection of UI parts from web page images utilizing a small amount of data PRMU2022-61 IBISML2022-68 Wataru Aizaki, Sotaro Kato, Yoshihisa Shinozawa (Keio Univ.), Yukako Iimura, Shinobu Saito (NTT)
(5) 09:40-10:15  
Thu, Mar 2 AM 
09:00 - 10:15
(6)
PRMU
09:00-09:10 A Study on Simultaneous Detection of Music Notes and Staff with YOLOv7 PRMU2022-62 IBISML2022-69 En Kamiya, Nobutaka Kuroki, Masahiro Numa (Kobe Univ.)
(7)
PRMU
09:10-09:20 LabOps: Automating Research and Education Activities PRMU2022-63 IBISML2022-70 Yusuke Matsui (UT)
(8)
PRMU
09:20-09:30 Distributed Parallel Construction of Approximate Nearest Neighbor Search Index for Large-Scale and High-Dimensional Data PRMU2022-64 IBISML2022-71 Naoki Ono, Yusuke Matsui (UTokyo)
(9)
PRMU
09:30-09:40 PRMU2022-65 IBISML2022-72
(10)
PRMU
09:40-09:50 Pruning for Producing Efficient DNNs: Neuron Selection and Reconstruction based on Final Layer Error PRMU2022-66 IBISML2022-73 Koji Kamma, Toshikazu Wada (Wakayama Univ.)
(11) 09:50-10:15  
Thu, Mar 2 AM 
09:00 - 10:15
(12) 09:00-09:40  
(13) 09:40-10:15  
  10:15-10:25 Break ( 10 min. )
Thu, Mar 2 AM 
10:25 - 11:55
(14)
PRMU
10:25-10:35 Cell mitosis detection with partial annotation PRMU2022-67 IBISML2022-74 Kazuya Nishimura (Kyushu Univ.), Ami Katanaya, Shinichiro Chuma (Kyoto Univ.), Ryoma Bise (Kyushu Univ.)
(15)
PRMU
10:35-10:45 PRMU2022-68 IBISML2022-75
(16)
PRMU
10:45-10:55 Study on Estimation Method of Landslide Location and Scale by Segmentation of RGBD Images Acquired by the Camera Attached to a Drone PRMU2022-69 IBISML2022-76 Kai Matsui (Waseda Univ.), Katsuya Hasegawa (JAXA), Jun Ohya, Yoichi Kato, Mako Yokozawa (Waseda Univ.)
(17)
PRMU
10:55-11:05 Investigation of a Method to Obtain Growing Conditions by Object Detection for Cucumber image under Forcing Culture Using IoP Cloud PRMU2022-70 IBISML2022-77 Yuma Usui, Akihiro Tanikawa, Takaya Matsumoto (KUT/Office asoT), Mitsuhiro Osaki, Kazuma Nishiuchi (Citynet), Masahiro Fukumoto (KUT)
(18)
PRMU
11:05-11:15 On the Effectiveness of Formula-Driven Supervised Learning for Medical Image Tasks PRMU2022-71 IBISML2022-78 Ryuto Endo, Shuya Takahashi, Eisaku Maeda (TDU)
(19)
PRMU
11:15-11:25 A trial of writer identification using a deep neural network trained by handwriting of multiple character types
-- A study using a handwriting database of 401 writers --
PRMU2022-72 IBISML2022-79
Yoshinori Akao (NRIPS)
(20) 11:25-11:55  
Thu, Mar 2 AM 
10:25 - 11:55
(21)
PRMU
10:25-10:35 * PRMU2022-73 IBISML2022-80 Masaya Mizuno (Nagoya Univ.), Tomohiro Fujita, Yasutomo Kawanishi (RIKEN), Daisuke Deguchi, Hiroshi Murase (Nagoya Univ.)
(22)
PRMU
10:35-10:45 Investigation of Appearance Inspection Method Considering the Number of Corresponding Local Patches PRMU2022-74 IBISML2022-81 Katsuhisa Kitaguchi, Yohei Nishizaki, Mamoru Saito (ORIST)
(23)
PRMU
10:45-10:55 A Study on Trendy Style Learning and Recommendation in Digital Makeup System PRMU2022-75 IBISML2022-82 Yoshimi Sato, Nobutaka Kuroki, Masahiro numa (Kobe Univ.)
(24)
PRMU
10:55-11:05 Report on the 3rd Lip-Reading Challenge PRMU2022-76 IBISML2022-83 Takeshi Saitoh (Kyutech), Yuto Goto, Hiroyuki Nagano, Akihiro Kato, Masaki Nose (RICOH), Naoki Hiramoto (Mercoin), Tomohiro Hattori, Shiiya Aoyama, Yusuke Katoh, Ryuta Toshima, Takumi Nagawaki, Satoshi Tamura (Gifu University), Daiki Arakane (Kyutech)
(25)
PRMU
11:05-11:15 A Study of Word Lip-Reading using Meta Learning PRMU2022-77 IBISML2022-84 Michinari Kodama, Takeshi Saitoh (kyutech)
(26)
PRMU
11:15-11:25 Dynamic Weight Scheduling for Long-tailed Visual Recognition PRMU2022-78 IBISML2022-85 Xinyuan Li (Ritsumeikan Univ.), Yu Wang (Hitotsubashi Univ.), Jien Kato (Ritsumeikan Univ.)
(27) 11:25-11:55  
Thu, Mar 2 AM 
10:25 - 11:55
(28)
IBISML
10:25-10:40 Blind deconvolution with non-smooth regularization via Bregman proximal DC algorithms PRMU2022-79 IBISML2022-86 Shota Takahashi (SOKENDAI), Mirai Tanaka, Ikeda Shiro (ISM)
(29)
IBISML
10:40-10:55 Boosting for Class Imbalance Data PRMU2022-80 IBISML2022-87 Yuya Saito, Shinnosuke Matsuo, Seiichi Uchida, Daiki Suehiro (Kyushu Univ)
(30)
IBISML
10:55-11:10 Non-uniqueness of solutions in Physics-informed neural networks PRMU2022-81 IBISML2022-88 Shuichiro Tsuda, Toshiyuki Tanaka (Kyoto Univ.)
(31)
IBISML
11:10-11:25 Optimal Approximation Rate of Deep CNNs with Small Filter Size PRMU2022-82 IBISML2022-89 Yuma Sato, Masaaki Imaizumi (UT)
(32)
IBISML
11:25-11:40 Binarization of Vision Transformer with Scaling Factors PRMU2022-83 IBISML2022-90 Shun Sato, Shun Sawada, Hidefumi Ohmura, Kouichi katsurada (TUS)
(33)
IBISML
11:40-11:55 Novel Adversarial Attacks Based on Embedding Geometry of Data Manifolds PRMU2022-84 IBISML2022-91 Masahiro Morita, Hajime Tasaki, Jinhui Chao (Chuo Univ.)
  11:55-13:30 Break ( 95 min. )
Thu, Mar 2 PM 
13:30 - 14:20
(34)
PRMU
13:30-14:20 [Fellow Memorial Lecture]
Team Building for World-Class CV x AI
-- Anticipating changes in the world and utilizing brain networks to flexibly and quickly put top technologies to practical use --
PRMU2022-85 IBISML2022-92
Masato Kawade (SenseTime Japan)
  14:20-14:30 Break ( 10 min. )
Thu, Mar 2 PM 
14:30 - 16:30
(35)
IBISML
14:30-15:10 [Invited Talk]
-- PRMU2022-86 IBISML2022-93
Masato Ishii (Sony)
(36)
IBISML
15:10-15:50 [Invited Talk]
-- PRMU2022-87 IBISML2022-94
Yuma Koizumi (Google Research)
(37)
IBISML
15:50-16:30 [Invited Talk]
-- PRMU2022-88 IBISML2022-95
Yusuke Tashiro (MTEC)
  16:30-16:40 Break ( 10 min. )
Thu, Mar 2 PM 
16:40 - 18:10
(38)
PRMU
16:40-16:50 Does the class imbalance in the pre-training always adversely affect transfer learning performance? PRMU2022-89 IBISML2022-96 Shojun Nakayama (Toshiba)
(39)
PRMU
16:50-17:00 Evaluating importance of data quantity and domain diversity for training dataset PRMU2022-90 IBISML2022-97 Eisho Tsuji, Shintatro Takenaga (Univ. Tsukuba/AIST), Masaki Onishi (AIST)
(40)
PRMU
17:00-17:10 Evaluation of Spatial Transformer Network with Vision Transformer PRMU2022-91 IBISML2022-98 Yoshiharu Iwasaki (Ritsumeikan Univ.), Yu Wang (Hitotsubashi Univ.), Jien Kato (Ritsumeikan Univ.)
(41)
PRMU
17:10-17:20 learning from label proportions PRMU2022-92 IBISML2022-99 Shinnosuke Matsuo, Daiki Suehiro, Seiichi Uchida, Ryoma Bise (Kyushu Univ.)
(42)
PRMU
17:20-17:30 Shape completion PRMU2022-93 IBISML2022-100 Yusuke Nagata, Seiichi Uchida (Kyushu Univ.)
(43)
PRMU
17:30-17:40 A Study on Data Augmentation by Pixel Value Transformation for Product Image Retrieval DNN PRMU2022-94 IBISML2022-101 Yu Okamoto, Masaki Kishibe, Toshikazu Wada (Wakayama Univ.)
(44) 17:40-18:10  
Thu, Mar 2 PM 
16:40 - 17:55
(45)
PRMU
16:40-16:50 Separate Predictive Time Series Reconstruction using Independent Low-Rank Matrix Analysis PRMU2022-95 IBISML2022-102 Hibiki Izumi, Jun Rokui (Univ of Shizuoka)
(46)
PRMU
16:50-17:00 PRMU2022-96 IBISML2022-103
(47)
PRMU
17:00-17:10 A Semi-Supervised Learning Framework for Handwritten Text Recognition using Mixed Augmentations and Scheduled Pseudo-Label Loss PRMU2022-97 IBISML2022-104 Masayuki Honda, Hung Tuan Nguyen, Cuong Tuan Nguyen (TUAT), Cong Kha Nguyen, Ryosuke Odate, Takashi Kanemaru (Hitachi Ltd.), Masaki Nakagawa (TUAT)
(48) 17:10-17:55  
Thu, Mar 2 PM 
16:40 - 17:55
(49) 16:40-17:30  
(50) 17:30-17:55  
Fri, Mar 3 AM 
09:00 - 10:00
(51)
PRMU
09:00-09:10 PRMU2022-98 IBISML2022-105
(52)
PRMU
09:10-09:20 Unknown Object Segmentation by View Independent Scene Change Detection PRMU2022-99 IBISML2022-106 Li Jiaxin (Nagoya Univ.), Yasutomo Kawanishi (RIKEN), Daisuke Deguchi, Hiroshi Murase (Nagoya Univ.)
(53)
PRMU
09:20-09:30 3D Point Cloud based Object Recognition and Auto True-Value System Construction for Autonomous Driving PRMU2022-100 IBISML2022-107 Bin Zhang, Congzhi Ren, Hun-ok Lim (KU)
(54) 09:30-10:00  
Fri, Mar 3 AM 
09:00 - 10:00
(55) 09:00-09:20  
(56)
PRMU
09:20-09:30 A Study of Few-shot NeRF by Pseudo-Feature Vectors Evaluation for Unknown Viewpoints PRMU2022-101 IBISML2022-108 Daiju Kanaoka (Kyutech/RIKEN), Motoharu Sonogashira (RIKEN), Hakaru Tamukoh (Kyutech/Neumorph Center), Yasutomo Kawanishi (RIKEN)
(57)
PRMU
09:30-09:40 Memory Efficient Trilinear Up-sampling for Sparse Voxels PRMU2022-102 IBISML2022-109 Riku Yamashita, Yusuke Matsui (UTokyo)
(58) 09:40-10:00  
Fri, Mar 3 AM 
09:00 - 10:00
(59) 09:00-09:40  
(60) 09:40-10:00  
  10:00-10:05 Break ( 5 min. )
Fri, Mar 3 AM 
10:05 - 11:05
(61)
PRMU
10:05-10:15 High Accuracy Alignment of 3D Point Clouds Obtained from Multiple View Point Images for Automatic Wire Harness Placement Environments PRMU2022-103 IBISML2022-110 Erika Hata, Eiji Fukuzawa, Jun Ohya (Waseda Univ.)
(62)
PRMU
10:15-10:25 PRMU2022-104 IBISML2022-111 Satoshi Kamiya (Meijo University), Youichi Sakurada, Kenji Kashiwagi (Yamanashi University), Kazuhiro Hotta (Meijo University)
(63)
PRMU
10:25-10:35 PRMU2022-105 IBISML2022-112
(64)
PRMU
10:35-10:45 PRMU2022-106 IBISML2022-113
(65) 10:45-11:05  
Fri, Mar 3 AM 
10:05 - 11:05
(66) 10:05-10:25  
(67)
PRMU
10:25-10:35 Consistent 3D Stylization in sketch with NeRF PRMU2022-107 IBISML2022-114 Yanyuan Fu, Yusuke Matsui (UTokyo)
(68)
PRMU
10:35-10:45 A Basic Study on Automated Camera Selection for Vehicle Localization using Scene Recognition Features PRMU2022-108 IBISML2022-115 Haruya Kyutoku (Aichi Univ. of Tech./Toyota Tech. Inst.), Tokihiko Akita, Seiichi Mita (Toyota Tech. Inst.)
(69) 10:45-11:05  
Fri, Mar 3 AM 
10:05 - 11:05
(70) 10:05-10:25  
(71)
PRMU
10:25-10:35 [Short Paper]
Local deformation feature extraction with Deformable Convolution PRMU2022-109 IBISML2022-116
Kazuki Kitajima, Seiichi Uchida (Kyushu Univ.)
(72) 10:35-11:05  
  11:05-11:15 Break ( 10 min. )
Fri, Mar 3 AM 
11:15 - 12:05
(73) 11:15-12:05  
  12:05-13:05 ( 60 min. )
Fri, Mar 3 PM 
13:05 - 13:50
(74) 13:05-13:50  
  13:50-14:00 Break ( 10 min. )
Fri, Mar 3 PM 
14:00 - 16:00
(75) 14:00-16:00  
  16:00-16:10 Break ( 10 min. )
Fri, Mar 3 PM 
16:10 - 17:40
(76)
PRMU
16:10-16:20 PRMU2022-110 IBISML2022-117 Sota Kato, Kazuhiro Hotta (Meijo Univ.)
(77)
PRMU
16:20-16:30 Collaborative Intelligence for Transformer-Based AI Systems PRMU2022-111 IBISML2022-118 Monikka Roslianna Busto, Shohei Enomoto, Takeharu Eda (NTT SIC)
(78)
PRMU
16:30-16:40 Eye-contact Transformer: Eye contact detection of distant pedestrians using a sequence of skeletons and scene features PRMU2022-112 IBISML2022-119 Ryusei Hata, Daisuke Deguchi (Nagoya Univ), Takatsugu Hirayama (UHE/Nagoya Univ), Yasutomo Kawanishi (RIKEN/Nagoya Univ), Hiroshi Murase (Nagoya Univ)
(79)
PRMU
16:40-16:50 PRMU2022-113 IBISML2022-120
(80)
PRMU
16:50-17:00 Parallel-Data-Free Japanese Singer Conversion using CycleGAN Considering Perceptual Loss in Singing Phoneme Sequences PRMU2022-114 IBISML2022-121 Kanade Gemmoto, Nobutaka Shimada, Tadashi Matsuo (Ritsumeikan Univ)
(81)
PRMU
17:00-17:10 Explainable Deep Clustering for Wafer Defect Pattern Classification PRMU2022-115 IBISML2022-122 Yuki Okazaki, Hiroki Takahashi (The Univ. of Electro-Communications)
(82) 17:10-17:40  
Fri, Mar 3 PM 
16:10 - 17:40
(83)
PRMU
16:10-16:20 Analysis of TV commercial favorability by scene labeling and XAI PRMU2022-116 IBISML2022-123 Kanta Fukuyori, Kunio Matsui (Knazawa Inst.Tech.), Koh Tatsumoto (TOKYO KIKAKU CO.,Ltd.)
(84)
PRMU
16:20-16:30 Classifying Cable Tendency with Semantic Segmentation by Utilizing Real and Simulated RGB Data PRMU2022-117 IBISML2022-124 Pei-Chun Chien, Powei Liao, Eiji Fukuzawa, Jun Ohya (Waseda Univ.)
(85)
PRMU
16:30-16:40 A Study on Interior Design Simulation with Multiple CycleGANs PRMU2022-118 IBISML2022-125 Tatsuya Hagi, Nobutaka Kuroki, Masahiro Numa (Kobe Univ.)
(86)
PRMU
16:40-16:50 Category and Ingredients Estimation From Food Image Robust to Typicality of Used Ingredients PRMU2022-119 IBISML2022-126 Daiki Yamashita, Kengo Murata, Seiya Ito, Kouzou Ohara (Aoyama Gakuin Univ.)
(87)
PRMU
16:50-17:00 Comic Speaker Detection and Estimation using Scene Graph PRMU2022-120 IBISML2022-127 Yingxuan Li, Kiyoharu Aizawa, Yusuke Matsui (UTokyo)
(88)
PRMU
17:00-17:10 Continual learning combining Replay and Parameter Isolation Methods PRMU2022-121 IBISML2022-128 Ryota Adachi, Toshikazu Wada (Wakayama Univ.)
(89) 17:10-17:40  
Fri, Mar 3 PM 
16:10 - 17:55
(90)
IBISML
16:10-16:25 Dynamic Structure Estimation from Bandit Feedback PRMU2022-122 IBISML2022-129 Isao Ishikawa (Ehime Univ.), Motoya Ohnishi (Univ. of Washington), Yuko Kuroki (The Univ. of Tokyo), Masahiro Ikeda (RIKEN)
(91)
IBISML
16:25-16:40 Fast Identification of Possible Model Parameter Update for Low-Rank Update of Training Data PRMU2022-123 IBISML2022-130 Hiroyuki Hanada, Noriaki Hashimoto (RIKEN), Kouichi Taji, Ichiro Takeuchi (Nagoya Univ.)
(92)
IBISML
16:40-16:55 On the analysis of diverse solutions in topic models PRMU2022-124 IBISML2022-131 Toshio Uchiyama, Tsukasa Hokimoto (HIU)
(93)
IBISML
16:55-17:10 Upper bound of real log canonical threshold based on linear programming problem for the multi-indexes of a polynomial PRMU2022-125 IBISML2022-132 Joe Hirose (Tokyo Tech)
(94)
IBISML
17:10-17:25 Forest Construction of Gaussian and Discrete Variables based on WBIC PRMU2022-126 IBISML2022-133 Ashraful Islam, Joe Suzuki (Osaka Univ.)
(95)
IBISML
17:25-17:40 The free energy of the mean field approximation in normal crossing functions PRMU2022-127 IBISML2022-134 Miki Aoyagi (Nihon Univ.)
  17:40-17:45 Break ( 5 min. )
(96) 17:45-17:55  

Announcement for Speakers
General Talk (PRMU/CVIM)Each speech will have 10 minutes for presentation.
General Talk (IBISML)Each speech will have 10 minutes for presentation and 5 minutes for discussion.

Contact Address and Latest Schedule Information
PRMU Technical Committee on Pattern Recognition and Media Understanding (PRMU)   [Latest Schedule]
Contact Address Contact address: pr-orzer 
IBISML Technical Committee on Information-Based Induction Sciences and Machine Learning (IBISML)   [Latest Schedule]
Contact Address 河原吉伸 ist-u 
IPSJ-CVIM Special Interest Group on Computer Vision and Image Media (IPSJ-CVIM)   [Latest Schedule]
Contact Address  


Last modified: 2023-03-01 09:44:22


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