IEICE Technical Report

Print edition: ISSN 0913-5685      Online edition: ISSN 2432-6380

Volume 117, Number 514

Pattern Recognition and Media Understanding

Workshop Date : 2018-03-18 - 2018-03-19 / Issue Date : 2018-03-11

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Table of contents

PRMU2017-172
Learning Convolutional Autoencoders Using a Loss Function Based on Spatial Frequencies and Colors
Naoyuki Ichimura (AIST)
pp. 1 - 6

PRMU2017-173
Pyramid Transform Revised
Kento Hosoya, Atsushi Imiya (Chiba Univ.)
pp. 7 - 12

PRMU2017-174
Simultaneous Learning Model of Food Image Recognition and Ingrediensts Estimation
Koyo Ito, Takao Yamanaka (Sophia Univ.)
pp. 13 - 18

PRMU2017-175
Estimating 2D Gaze Coordinates from Efficiently Compressed Face Images
Reo Ogusu, Takao Yamanaka (Sophia Univ.)
pp. 19 - 24

PRMU2017-176
Multi-Element Deep Learning Using False Detection Images for Training Set -- Effective For License Plate Detection --
Kazuo Ohzeki, Yoshikazu Kido, Yutaka Hirakawa (Shibaura Inst. of Tech.), Stefan Schneider (UAS Kempten)
pp. 25 - 30

PRMU2017-177
Feature extraction of object shape from motion parallax using convolutional neural network
ChengJun Shao, Makoto Murakami (Toyo Univ.)
pp. 31 - 36

PRMU2017-178
A Study of Fast Image Matching Method Under Translation, Scale and Rotation
Toru Takahashi, Kengo Makino, Yuta Kudo, Rui Ishiyama (NEC)
pp. 37 - 42

PRMU2017-179
Investigation of Speaker Verification Performance Using Air and Ear Microphones in Various Acoustic Conditions
Qiongqiong Wang, Koji Okabe, Shivangi Mahto, Takafumi Koshinaka (NEC)
pp. 43 - 48

PRMU2017-180
A Study on Human Reflex Based Biometric Authentication Using Eye-Head Coordination (part 2)
Yosuke Takahashi, Masashi Endo, Hiroaki Matsuno, Hiroaki Muramatsu, Tetsushi Ohki, Masakatsu Nishigaki (Shizuoka Univ.)
pp. 49 - 54

PRMU2017-181
A study on multi-factor authentication with usage environment recognition function
Tomoaki Higashi, Yasushi Yamazaki (Univ. of Kitakyushu), Tetsushi Ohki (Shizuoka Univ.)
pp. 55 - 60

PRMU2017-182
A Kinect-based Multimodal Person Authentication System with User Existence Confirmation
Lin Zhou, Koji Iwano (Tokyo City Univ.)
pp. 61 - 66

PRMU2017-183
Person Image Retrieval Considering People Co-occurrence Relations in Group Photos
Yukiya Fujita, Naoko Nitta, Kazuaki Nakamura, Noboru Babaguchi (Osaka Univ.)
pp. 67 - 71

PRMU2017-184
A Preliminary Study on Estimating the Difficulty of Pedestrian Detection Adaptive to Vehicle Surrounding Environments Measured by LiDAR
Haruya Kyutoku, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide (Nagoya Univ.), Kazuki Kato (DENSO CORPORATION), Hiroshi Murase (Nagoya Univ.)
pp. 73 - 78

PRMU2017-185
Toward image inbetweening using Latent Model
Paulino Cristovao (Univ. of Tsukuba), Yusuke Tanimura, Hidemoto Nakada, Hideki Asoh (AIST)
pp. 79 - 84

PRMU2017-186
Saliency Map Estimation for Omni-Directional Image Considering Prior Distribution
Tatsuya Suzuki, Takao Yamanaka (Sophia Univ.)
pp. 85 - 90

PRMU2017-187
Drowsiness estimation using eye opening degree histograms
Takahiro Matsuda, Atsushi Nakazawa (Kyoto Univ.), Masanori Hashizaki, Koichi Kinoshita (OMRON Co.), Toyoaki Nishida (Kyoto Univ.)
pp. 91 - 96

PRMU2017-188
Pedestrian Detection with Multi-level Deep Features
Misaki Kodaira, Yu Wang, Jien Kato (Nagoya Univ.)
pp. 97 - 102

PRMU2017-189
Evaluation of the Shot Boundary Detection Method based on Unsupervised Learning from Video Big Data
Norio Katayama, Hiroshi Mo, Shin'ichi Satoh (NII)
pp. 103 - 108

PRMU2017-190
(See Japanese page.)
pp. 109 - 114

PRMU2017-191
Image Retrieval with Augmented Fine-tuned CNN Features
Zhao Longjiao, Yu Wang, Jien Kato (Nagoya Univ.)
pp. 115 - 119

PRMU2017-192
A Style Transfer Method using Variational Autoencoder
Hidemoto Nakada, Hideki Asoh (AIST)
pp. 121 - 126

PRMU2017-193
Disposable Biometric Authentication -- Micro Biometric Authentication Using Fingernail Textures --
Genki Sugimoto, Masahiro Fujita, Yuto Mano, Tetsushi Ohki, Masakatsu Nishigaki (Shizuoka Univ.)
pp. 127 - 132

PRMU2017-194
Proposal of an iris code generation method depending on the traits of the iris
Kota Oishi, Hiroyuki Yoshimura (Chiba Univ.)
pp. 133 - 138

PRMU2017-195
Optimal combination of classifiers for fingerprint liveness detection
Akiyuki Ueda, Hiroyuki Yoshimura (Chiba Univ.)
pp. 139 - 144

PRMU2017-196
Personal Authentication by Pen-Holding Style using Image Taken from Bottom
Minako Sato, Takao Yamanaka (Sophia Univ.)
pp. 145 - 150

PRMU2017-197
Confidence Estimation for English Word Typing by Using a Key-Logger
Takanori Maruichi, Shuji Sakamoto, Olivier Augereau, Koichi Kise (Osaka Prefecture Univ.)
pp. 151 - 156

PRMU2017-198
(See Japanese page.)
pp. 157 - 162

PRMU2017-199
SSSD: Japanese Speech Scene Database by Smart Device for Visual Speech Recognition
Takeshi Saitoh, Michiko Kubokawa (Kyushu Inst. of Tech.)
pp. 163 - 168

PRMU2017-200
Report of the 21st PRMU Algorithm Contest -- Kana Recognition in Historical Japanese Documents --
Tomo Miyazaki (Tohoku Univ.), Kawanishi Yasutomo (Nagoya Univ), Daisuke Ishii (Fujitsu Lab.), Kazuaki Nakamura (Osaka Univ.), Shuichi Akizuki (Keio Univ.)
pp. 169 - 176

PRMU2017-201
(See Japanese page.)
p. 177

PRMU2017-202
[Invited Talk] Applying Indoor Positioning sensing technology for Labor Intensive Service Industry -- A Case Study for restaurant Industry --
Takeshi Shimmura (Ritsumeikan Univ.), Takashi Okuma (AIST)
pp. 179 - 183

PRMU2017-203
[Invited Talk] Human Behavior Sensing and Analysis Technologies for Kaizen Activity in Labor Intensive Services Industry
Takashi Okuma (AIST), Takeshi Shinmura (Ritsumeikan Univ.)
pp. 185 - 188

PRMU2017-204
3D Indoor Scene Classification using Images Reflecting the Depth Density of Voxel Group
Kazuma Hamada, Masaki Aono (Toyohashi Univ. of Tech.)
pp. 189 - 194

PRMU2017-205
Pedestrian group attribute estimation using Long short-term memory
Makoto Shinzaki, Ryuji Yamazaki (Panasonic)
pp. 195 - 200

PRMU2017-206
A Study of Comparison of Smart Phone Devices on Gait Recognition Using Devices Accelerometer
Yizuou Chen, Yuji Watanabe (Nagoya City Univ.)
pp. 201 - 206

PRMU2017-207
Pedestrian Trajectory Prediction Using Human Attributes for Autonomous Mobility System
Yosuke Nozue, Tomoyuki Kagaya, Ryuji Yamazaki (Panasonic)
pp. 207 - 212

PRMU2017-208
Ellipse Self-window Method for High-speed High-resolution Optical Tracking of Medaka
Tomohiro Sueishi (Univ. of Tokyo), Takuya Ogawa, Shoji Yachida (NEC), Yoshihiro Watanabe, Masatoshi Ishikawa (Univ. of Tokyo)
pp. 213 - 218

PRMU2017-209
Generating Handwritten Character Clones Based on Shape Model Estimation by Collaborating Filtering
Eiji Miyazaki, Kazuaki Nakamura, Naoko Nitta, Noboru Babaguchi (Osaka Univ.)
pp. 219 - 224

Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan