last modified：2024/03/15
Associate Professor IMAMURA Kosuke
Faculty, Affiliation
Faculty of Electrical, Information and Communication Engineering,Institute of Science and Engineering Video Information Processing
Associate Professor
College and School Educational Field
Division of Electrical Engineering and Computer Science, Graduate School of Natural Science and Technology
Division of Electrical Engineering and Computer Science, Graduate School of Natural Science and Technology
Course in Information and Communication Engineering, School of Electrical, Information and Communication Engineering, College of Science and Engineering
Laboratory
Image Information Processing Laboratory TEL:076-234-4894 FAX:076-234-4894
Academic Background
Career
assistant professor Faculty of Engineering(2000/04/01-2005/01/31)
lecturer(2005/02/01-2010/07/31)
Associate Professor Institute of Science and Engineering(2010/08/01-)
Year & Month of Birth
1972/09
Academic Society
Information Processing Society of Japan
Information Processing Society of Japan
Information Processing Society of Japan
The Institute of Electronics, Information and CommunicationEngineers
Information Processing Society of Japan
The Institute of Electronics, Information and CommunicationEngineers
The Institute of Image Information and Television Engineers
Award
○Best Paper Award(2019/11/06)
○The Best Paper in the Design Field(2015/04/24)
○Best paper Award(2011/12/09)
Specialities
Communication/Network engineering
Speciality Keywords
Video 処理, Image Processing
Research Themes
High Efficiency Image Coding Using Matching Pursuits
A video coding method using a waveform coding technique called matching pursuits (MP)
Moving Object Extraction from Video Sequence
A technique for moving object extraction from video sequences as semantic information
Books
Papers
- Comparing region of interest selection and whole-field analysis for measurement of ciliary beat frequency in high-speed video analysis Miki Abo, Kousuke Imamura, Shigekuni Hosogi, Takafumi Kobayashi, Yoshihiro Takeda, Kazumasa Kase, Hayato Koba, Satoshi Watanabe, Noriyuki Ohkura Respiratory Investigation 62 2024/03/14
- Quantitative analysis of the roles of IRM cell adhesion molecules in column formation in the fly brain Yunfei Lee, Miaoxing Wang, Kousuke Imamura, Makoto Sato Development, Growth & Differentation 2022/12/19
- Slow Contraction of Flash Aurora Induced by an Isolated Chorus Element Ranging From Lower-Band to Upper-Band Frequencies in the Source Region Mitsunori Ozaki, Satoshi Yagitani, Kazuo Shiokawa, Yoshimasa Tanaka, Yasunobu Ogawa, Keisuke Hosokawa, Yoshiya Kasahara, Yusuke Ebihara, Yoshizumi Miyoshi, Kousuke Imamura, Ryuho Kataoka, Shin-ichiro Oyama, Teppei Chida, Akira Kadokura Geophysical Research Letters 49 9 2022/04/21
- Spatial evolution of wave-particle interaction region deduced from flash-type auroras and chorus-ray tracing Mitsunori Ozaki,Tomohiro Inoue,Yoshimasa Tanaka,Satoshi Yagitani,Yoshiya Kasahara,Kazuo Shiokawa,Yoshizumi Miyoshi,Kousuke Imamura,Keisuke Hosokawa,Shin-ichiro Oyama,Ryuho Kataoka,Yusuke Ebihara,Yasunobu Ogawa,Akira Kadokura Journal of Geophysical Research: Space Physics 126 7 12 2021/06/17
- Improving the Detection of Pulsating Auroral Region Using Level Set Method and Spectral Entropy Method Tomohiro Inoue, Mitsunori Ozaki, Satoshi Yagitani, Kousuke Imamura, Kazuo SHiokawa, Yoshizumi Miyoshi, Ryuho Kataoka IPSJ Journal 61 12 1947-1959 2020/12/15
- DWnt4 and DWnt10 Regulate Morphogenesis and Arrangement of Columnar Units via Fz2/PCP Signaling in the Drosophila Brain Xujun Han, Miaoxing Wang, Chuyan Liu, Olena Trush, Rie Takayama, Takaaki Akiyama, Toshiki Naito, Takeshi Tomomizu, Kousuke Imamura, Makoto Sato Cell Reports 33 2020/10/27
- High-performance Super-Resolution via Patch-based Deep Neural Network for Real-time Implementation Reo Aoki, Kousuke Imamura, Akihiro Hirano, Yoshio Matsuda IEICE Transactions on Information and Systems E101-D 11 2808-2817 2018/11/01
- Design and Implementation of 176-MHz WXGA 30-fps Real-time Optical Flow Processor Yu Suzuki, Masato Ito, Satoshi Kanda, Kousuke Imamura, Yoshio Matsuda, Tetsuya Matsumura IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E100-A 12 2888-2900 2017/12/01
- A 100-MHz 51.2-Gb/s Packet Lookup Engine with Automatic Table Update Function Kousuke Imamura, Ryota Honda, Yoshifumi Kawamura, Naoki Miura, Masami Urano, Satoshi Shigematsu, Tetsuya Matsumura, Yoshio Matsuda IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E100-A 10 2123-2134 2017/10/01
- Study on elemental techniques of image search method using pixel value histograms for ornament attacked images Makoto Fujimura, Kousuke Imamura, Hideo Kuroda International Journal of Signal Processing, Image Processing and Pattern Recognition 8 3 11-22 2015/03
- Moving Object Segmentation Method Based on Motion Information Classification by X-means and Spatial Region Segmentation Kousuke Imamura International Journal of Computer Science and Network Security 13 11 1-7 2013/11
- Image Content Detection Method Using Correlation Coefficient between Pixel Value Histograms Hideo Kuroda, Makoto Fujimura An International Interdisciplinary Journal 16 1 675-680 2013/01
- Frame Rate Up-conversion Using HOE(Hierarchical Optical flow Estimation) Based Bidirectional Optical Flow Estimation Mamoru Ogaki, Tetsuya Matsumura, Koji Nii, Masayuki Miyama, Yoshio Matsuda International Journal of Computer Science and Network Security 12 6 52-61 2012/06
- Moving Objects Extraction by Watershed Algorithm Using Topographic Map with Energy Minimization Term Hideo Hashimoto 39 2 148-155 2010/03
- Fast Matching Pursuits Algorithm Using Sub-band Decomposition for Video Coding Kousuke Imamura, Yoshimasa Koba, Hideo Hashimoto 60 7 1059-1067 2006/07
- A Fast Codebook Design Algorithm for ECVQ Based on Angular Constraint and Hyperplane Decision Rule IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUT E87-A 3 732-739 2004/03
- VLSI Architecture Study of a Real-Time Scalable Optional Flow Processor for Video Segmentation Noriyuki MINEGISHI, Junichi MIYAKOSHI, Yuki KURODA, Tadayoshi KATAGIRI, Yuki FUKUYAMA, Ryo YAMAMOTO,Masayuki MIYAMA, Kousuke IMAMURA, Hideo HASHIMOTO, Masahiko YOSHIMOTO IEICE TRANSACTIONS ON ELECTRONICS E89C 3 230-242 2006/03
- A Novel Fast Block Searching Method for Fractal Image Coding Proceeding of 1999 International Workshop on Very Low Bitrate Video Coding(VLBV'99) 129-132 1999/10
- A Fast Search Algorithm for Vector Quantization Using Hyperplane Decision Rule 56 9 1513- 2002/09
- Fast Matching Pursuits Using Multiple-Step Search in Non-Low Signal Energy Regions Kousuke Imamura, Yoshiyasu Nagami, Hideo Hashimoto 61 8 1231-1235 2007/08
- Merging of Moving Regions Based on Robust Estimation for Affine Motion Parameters Hideo Hashimoto 63 11 1625-1629 2009/11
- Matching Pursuits Coding Using Dynamic Learning Dictionary Hideo Hashimoto 63 1 105-109 2009/01
- A High-Speed Closest Codeword Search Algorithm for Vector Quantization Using the Pyramid Structure of Codewords Ahmed Swilem, Kousuke Imamura, Hideo Hashimoto 35 5 653-662 2005/09
- Domain Block Estimation Function for Fractal Image Coding Proceeding of 1999 International Workshop on Adcanced Image Technology(IWAIT'99) 57-62 1999/01
- High Quality and Fast Decoding Method using Variable Domain Blocks for Fractal Image Coding Proceeding of the 1998 International Conference on Curcuits/Systems, Computers and Communications(ITC-CSCC'98) 1 137-140 1998/07
Conference Presentations
- CGTI-Net: Deep-Learning-Based Object Detection Network for High-Resolution Aerial Images(conference：2023 IEEE International Conference on Internet of Things and Intelligence Systems)(2023/11/28)
- Ultra-Low-Latency Video Coding With Reduced Frame Memory Structure for 4K/8K High-Resolution Video(conference：2023 IEEE 12th Global Conference on Consumer Electronics)(2023/10/12)
- MRI Hepatic Fibrillation Stage Diagnostic Using Exchange Learning(conference：The 2023 IEEE International Conference on Internet of Things and Intelligence Systems)(2023/11/28)
- Reducing the Number of Masks to Accelerate the Visualization Process of RISE(conference：2023 INTERNATIONAL WORKSHOP ON ADVANCED IMAGE TECHNOLOGY)(2023/01/09)
- Moving Target Position Prediction for Optical Wireless Power Transmission System using Machine Learning(conference：The 3rd Optical Wireless and Fiber Power Transmission)(2021/04/22)
- A Watermarked Image Search Method Using Compressed Representation by a Convolutional Autoencoder(conference：International Workshop on Advanced Imaging Technology 2021 (IWAIT2021))(2021/01/05)
- Design and Implementation of Ultra-Low-Latency Video Encoder Using High-Level Synthesis(conference：2019 International Symposium on Intelligent Signal Processing and Communication Systems)(2019/12/05)
- Scalable Architecture for High-Resolution Real-time Optical Flow Processor(conference：IEEE 2019 International Conference on Internet of Things and Intelligence System)(2019/11/06)
- Ultra-low-latency Video Coding Method for Autonomous Vehicles and Virtual Reality Devices(conference：IEEE 2018 International Conference on Internet of Things and Intelligence System)(2018/11/02)
- Application of Saliency Map to Restraint Scheme of Attack to Digital Watermark using Seam Carving(conference：2017 IEEE International Conference on Consumer Electronics)(2017/06/12)
- Automatic Rule Registration and Deletion Function on a Packet Lookup Engine LSI(conference：2016 International Symposium on Intelligent Signal Processing and Communication Systems)(2016/10/24)
- Image Denoising using Non-local Means for Poisson Noise(conference：2016 International Symposium on Intelligent Signal Processing and Communication Systems)(2016/10/24)
- Evaluation of X-ray Images Using Sparse Coding Super-resolution Processing(conference：the 30th International Congress and Exhibition)(2016/06/21)
- 100-MHz 51.2-Gb/s Packet Lookup Engine LSI Based on Missmatch Detection Circuit Combined with Linked-List Hash Table(conference：2015 International Symposium on Intelligent Signal Processing and Communication Systems)(2015/11/09)
- Fast Atom Selection Method Based on the Order of Initial Inner Product Values for Image Denoising Using Sparse Representation(conference：2015 International Symposium on Intelligent Signal Processing and Communication Systems)(2015/11/09)
- A Design for the 178-MHz WXGA 30-fps Optical Flow Processor Based on the HOE Algorithm(conference：2015 IEEE 18th International Symposium on Design and Diagnostics of Electronic Circuits & Systems)(2015/04/22)
- Easy Search Method of Suspected Illegally Video Signal Using Correlation Coefficient for each Silent and Motion regions(conference：The 3rd International Conference on Computer and Computing Science)(2015/10/22)
- Adaptive Determination Method of Threshold Value for Correlation Coefficient in Digital Watermarked Image Search(conference：the International Workshop on Advanced Image Technology and the International Forum on Medical Imaging in Asia)(2015/01/13)
- Search Method using the Pixel Value Histogram of ROI for Illegal Copy Image with Geometric Attacks(conference：SIP2014)(2014/12/21)
- Mosaic-like Reconfiguration Scheme of Video for Resistance to Average Value Attack(conference：GCCE2014)(2014/10/07)
- Criterial Image Preparation for a Search Method for Digital Watermarking Image Using Correlation Coefficient between Pixel Value Histograms(conference：ICICS2013)(2013/12/12)
- Study on Seam Carving for Image Fingerprint(conference：CISIS2012)(2012/07/04)
Others
- A Study of an MRI Hepatic Fibrillation Stage Diagnostic System Using Deep Learning Yusaku Nishimura, Kousuke Imamura, Satoshi Kobayashi IEICE Technical Report IE2022-42 33-38 2022/11/24
- Acceleration of Neural Network Visualization RISE by Reduction of Masks Tomoki Nakada, Kousuke Imamura IEICE Technical Report IE2021 20 7-12 2021/11/25
Arts and Fieldwork
Patent
Theme to the desired joint research
Grant-in-Aid for Scientific Research
○「8K高精細画像センシング向け超低遅延動画像符号化方式に関する研究」(2020-2023)
○「深層学習を用いた自動診断・診断補助のための画像処理技術の開発」(2021-2023)
○「超低遅延動画像符号化圧縮方式に関する研究」(2017-2019)
○「多種多様な攻撃への耐性を実現する電子透かし方式とその実験的検証」(2017-2019)
○「スパースコーディングに基づく医療画像処理技術の開発とハードウェア実装」(2014-2016)
○「画素統計量の相関に基づく汎用・簡易・高速画像検索方式・電子透かし方式と実験的検証」(2012-2014)
○「奥行き距離を考慮した動オブジェクト抽出法とその応用技術の開発」(2011-2013)
○「ＭＰにおける最適辞書設計と低ビットレート画像符号化システムの開発」(2004-2006)
○「ＭＰを用いた適応的動画像符号化システムの開発」(2007-2010)
Competitive research funding,Contribution
Collaborative research,Consignment study
○Development of Frame Interpolation Technique of Moving Picture(2008-2009)
○Development of Super Resolution Technology for Digital Image(2010-2010)