Thu, Oct 12 AM 09:30 - 11:30 |
(1) |
09:30-10:00 |
Accelerating Convolutional Neural Networks Using Low-Rank Tensor Decomposition |
Kazuki Osawa, Akira Sekiya, Hiroki Naganuma, Rio Yokota (Tokyo Inst. of Tech.) |
(2) |
10:00-10:30 |
Research on Automatic Nervous State Estimation based on Time-Series Deep Learning |
Kanji Yamaguchi, Masayuki Kashima, Shinya Fukumoto, Kiminori Satou, Mutsumi Watanabe (Kagoshima Univ.) |
(3) |
10:30-11:00 |
Extracting photographic subjects with deep learning and automatically select to best composition |
Soma Nagadome, Shigeki Aoki, Takao Miyamoto (Osaka Pref. Univ.) |
(4) |
11:00-11:30 |
Face identification based on shape spaces randomly generated from facial minute feature points |
Kazuki Takasaka, Kazuhiro Fukui (Tsukuba Univ.) |
Thu, Oct 12 AM 09:30 - 11:30 |
(5) |
09:30-10:00 |
An Effective De-noising Algorithm for Making A Large Celebrity Face Dataset with A High Purity |
Zheng Ge, Quan Cui (Waseda Univ.), Rong Xu, Masahiro Imai (Datasection Inc.), Osamu Yoshie (Waseda Univ.) |
(6) |
10:00-10:30 |
Online Human Action Detection using Deep Spatio-temporal Transformation |
Yukihide Takagaki, Masaki Aono (TUT) |
(7) |
10:30-11:00 |
Indoor Area Estimation Using Convolutional Neural Network with Spectrogram of Environmental Ultrasound |
Tatsuro Tsuchiya, Takeshi Umezawa, Noritaka Osawa (Chiba Univ.) |
(8) |
11:00-11:30 |
Implementation and Performance Analysis of iOS Deep Learning Application using CoreML |
Ryosuke Tanno, Yuki Izumi, Keiji Yanai (UEC) |
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11:30-13:00 |
Break ( 90 min. ) |
Thu, Oct 12 PM 13:00 - 15:00 |
(9) |
13:00-13:30 |
The Effectiveness of CNN feature for mutual subspace method |
Taku Nakayama, Kazuhiro Fukui (Univ. Tsukuba) |
(10) |
13:30-14:00 |
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Yoshihiro Yamada, Masakazu Iwamura, Koichi Kise (Osaka Pref. Univ.) |
(11) |
14:00-14:30 |
Entanglement Entropic Convolutional Neural Network |
Shu Eguchi, Masaru Tanaka (Fukuoka Univ.) |
(12) |
14:30-15:00 |
Generalized Subclass Method for Multi-label Classification |
Batzaya Norov-Erdene, Mineichi Kudo (Hokkaido Univ.) |
Thu, Oct 12 PM 13:00 - 15:00 |
(13) |
13:00-13:30 |
CNN-based Estimation of Food Calories for Multiple-dish Food Photos |
Takumi Ege, Keiji Yanai (UEC) |
(14) |
13:30-14:00 |
Research on Adaptive Assistance Based on Situation Recognition of Robot |
Takaya Ono, Masayuki Kashima, Shinya Fukumoto, Kiminori Sato, Mutsumi Watanabe (Kagoshima Univ.) |
(15) |
14:00-14:30 |
Self-state-aware convolutional neural network for autonomous driving |
Takuya Murase, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi (Chubu Univ.) |
(16) |
14:30-14:45 |
[Short Paper]
Research of Automatic Scene Segmentation for Video Summary Generation based on Deep Learning |
Yuki Futami, Masayuki Kashima, Shinya Fukumoto, Kiminori Sato, Mutsumi Watanabe (Kagoshima Univ.) |
(17) |
14:45-15:00 |
[Short Paper]
A Study on Manga Object Recognition Mechanism by Convolution Neural Network |
Hideaki Yanagisawa, Takuro Yamashita, Hiroshi Watanabe (Waseda Univ.) |
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15:00-15:10 |
Break ( 10 min. ) |
Thu, Oct 12 PM 15:10 - 16:10 |
(18) |
15:10-16:10 |
[Tutorial Lecture]
Families of GANs |
Tomohiro Takahashi (ABEJA) |
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16:10-16:20 |
Break ( 10 min. ) |
Thu, Oct 12 PM 16:20 - 17:20 |
(19) |
16:20-17:20 |
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Fri, Oct 13 AM 09:15 - 10:30 |
(20) |
09:15-09:45 |
Improvement of speed using low precision arithmetic in deep learning and performance evaluation of accelerator |
Hiroki Naganuma, Akira Sekiya, Kazuki Osawa, Hiroyuki Ootomo, Yuji Kuwamura, Rio Yokota (Tokyo Inst. of Tech.) |
(21) |
09:45-10:15 |
[Survey paper] Vision-based path prediction |
Tsubasa Hirakawa, Takayoshi Yamashita (Chubu Univ.), Toru Tamaki (Hiroshima Univ.), Hironobu Fujiyoshi (Chubu Univ.) |
(22) |
10:15-10:30 |
[Short Paper]
Binarised Neural Networks without Activation Functions |
Yu Oya, Yasutoshi Ida, Yasuhiro Fujiwara, Sotetsu Iwamura (NTT) |
Fri, Oct 13 AM 09:30 - 10:30 |
(23) |
09:30-10:00 |
Tracking and Individual Identification of Japanese Macaque Using Deep Learning and Particle Filter |
Hidetaka Hayashi, Ryosuke Kabata, Kazunori Terada (Gifu Univ.), Masataka Ueno (Kyoto Univ.), Kazunori Yamada (Osaka Univ.) |
(24) |
10:00-10:30 |
Research on Automatic Vermin (Deer) Recognition based on Machine Learning |
Takuya Noma, Masayuki Kashima, Shinya Fukumoto, Kiminori Sato, Mutsumi Watanabe (Kagoshima Univ.) |
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10:30-10:40 |
Break ( 10 min. ) |
Fri, Oct 13 AM 10:40 - 11:55 |
(25) |
10:40-11:10 |
Multiple Alternative COALA Clusterings |
Daiki Yamazaki, Mineichi Kudo (Hokkaido Univ.) |
(26) |
11:10-11:40 |
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(27) |
11:40-11:55 |
[Short Paper]
The relationship in 7 Sequential Learningr Rate Scheduling for Deep Learning |
Masaki Yano (Tsukuba Univ./AIST), Masaki Onishi (AIST) |
Fri, Oct 13 AM 10:40 - 12:10 |
(28) |
10:40-11:10 |
Parallelization of the structure of neural network for super-resolution |
Kenta Tanaka, Yasukuni Mori (Chiba Univ.) |
(29) |
11:10-11:40 |
Deep Learning Based-Estimation Method for Starting Time of Each Stroke by Using IMU |
Yuto Omae (NIT,Tokyo College), Masahiro Kobayashi, Kazuki Sakai, Akira Shionoya, Hirotaka Takahashi (NUT), Chikara Miyaji (Univ. of Tokyo), Yoshihisa Sakurai (Sports Sensing), Kazufumi Nakai, Nobuo Ezaki (NIT,Toba College), Takuma Akiduki (TUT) |
(30) |
11:40-12:10 |
Object Identification from Underground Radar Images by CNN With Partially VGG Structure |
Jun Sonoda (NIT, Sendai College), Tomoyuki Kimoto (NIT, Oita College) |
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12:10-13:10 |
Break ( 60 min. ) |
Fri, Oct 13 PM 13:10 - 14:10 |
(31) |
13:10-14:10 |
[Tutorial Lecture]
Understanding Deep Neural Network to Solve the Technical and Social Issues |
Takahiro Kubo (TIS) |
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14:10-14:20 |
Break ( 10 min. ) |
Fri, Oct 13 PM 14:20 - 16:20 |
(32) |
14:20-14:50 |
Robust Human Pose Estimation from Distorted Images |
Daisuke Miki, Shinya Abe (TIRI) |
(33) |
14:50-15:20 |
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(34) |
15:20-15:50 |
Automatic Visual Inspection of Metal Pressed Parts Using CNN |
Katsuhisa Kitaguchi, Yohei Nishizaki, Mamoru Saito (ORIST) |
(35) |
15:50-16:20 |
A Study on Traffic Sign Detection and Classification with Single Shot Detection |
Janet Mardjuki (Simon Fraser Univ.), Yongqing Sun, Shingo Ando, Kinebuchi Tetsuya (NTT) |
Fri, Oct 13 PM 14:20 - 16:05 |
(36) |
14:20-14:50 |
Collaborative Learning Optimizer for Supporting Collaborative Learning Based on Intelligent Information Processing
-- On Model Structure and Learner's Personality -- |
Yuto Omae (NIT,Tokyo College), Tatsuro Furuya (YMTES), Kazutaka Mizukoshi (Digital Alliance), Takayuki Oshima, Norihisa Sakakibara (Hyogo Univ. of Teacher Education), Yoshiaki Mizuochi (Joetsu Univ. of Education), Kazuhiro Yatsushiro (Yamanashi Pref. Univ.), Hirotaka Takahashi (Nagaoka Univ. of Tech.) |
(37) |
14:50-15:20 |
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(38) |
15:20-15:50 |
Stability of Classification Performance by AdaBoost with Parallell Adjustment using Error-Correcting Output Codes |
Shota Utsumi, Keisuke Kameyama (Univ. of Tsukuba) |
(39) |
15:50-16:05 |
[Short Paper]
Research of Automatic Separation for Background and Moving Objects based on Spatio-Temporal Image Processing |
Sho Nakamura, Masayuki Kashima, Shinya Fukumoto, Kiminori Sato, Mutsumi Watanabe (Kagoshima Univ.) |