**Kazuma SHINODA [#u07d22d8] #ref(KazumaShinoda.png,nolink,20%) Assistant Professor Department of Information Systems Science Graduate School of Engineering Utsunomiya University (Japanese version is [[here>Member/KazumaShinoda]]) **Contact address [#x3324bf7] #ref(adr_shinoda.png,nolink,50%) **Research activities [#c65703c6] -Image compression --Lossless/lossy image compression --JPEG working group --Application-specific coding (multispectral image, vegetation analysis, medical image, broadcast) -Multispectral image --Compressive sensing --Multispectral filter array --Demosaicking --Application (sugar prediction, vital signs estimation, pathological diagnosis) -Misc. --Object classification, digital watermarking, color reproduction **Short CV [#pac543b5] -Kazuma Shinoda received B.E. and M.E. degrees from Niigata University, Niigata, Japan, in 2005 and 2007, respectively, and his Ph.D. from Tokyo Institute of Technology, Yokohama, Japan, in 2011. He is currently an assistant professor in the Graduate School of Engineering, Utsunomiya University, Utsunomiya, Japan. From 2007 to 2009 he worked at Sony Corporation, Atsugi, Japan. He was a postdoctoral scholar at Tokyo Institute of Technology, from 2011 to 2012, supported by the Japan Society for the Promotion of Science (JSPS). He was also a visiting scholar at the Department of Electrical Engineering, University of Southern California, Los Angeles, USA, from 2011 to 2012. Since 2012, he has been an assistant professor of Graduate School of Engineering, Utsunomiya University, and also a project researcher of the Faculty of Health and Medical Care, Saitama Medical University, Hidaka, Japan. His research interests include digital image processing, image compression, and multispectral imaging. He is a member of IEICE (the Institute of Electronics Information and Communication Engineers), ITE(The Institute of Image Information and Television Engineers), SPIE, IEEE, and ISO/IEC JTC1/SC29 WG1. **Education [#e9ebd6ed] -Apr. 2009 - Jun. 2011: Tokyo Institute of Technology, Japan (Ph.D. in Engineering) -Apr. 2005 - Mar. 2007: Niigata University, Japan (M.E.) -Apr. 2001 - Mar. 2005: Niigata University, Japan (B.E.) **Job Experience [#o4c05b68] -Dec. 2012 - present: Assistant professor of Graduate School of Engineering, Utsunomiya University, Japan -Apr. 2012 - present: Project researcher of the Faculty of Health and Medical Care, Saitama Medical University, Japan -Sep. 2011 - Feb. 2012: Visiting scholar (managed by Prof. Antonio Ortega), University of Southern California, U.S. -Jul. 2011 - Mar. 2012: Research Fellow of the Japan Society for the Promotion of Science (JSPS), Tokyo Institute of Technology, Japan -Apr. 2007 - Mar. 2009: Engineer, Sony Corporation, Japan **Reviewer experience [#rdf2e724] -IEEE Transactions on Circuits and Systems for Video Technology -IEEE Transactions on Image Processing -SPIE Journal of Electronic Imaging -Journal of Display Technology -Optical Review -IEICE Transactions -IEEJ Transactions on Electrical and Electronic Engineering **Publications [#g9ed5745] ***Journal Papers [#te61db3b] +Masahiro Ishikawa, Chisato Okamoto, ''Kazuma Shinoda'', Hideki Komagata, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Akinobu Shimizu, and Naoki Kobayashi, "Detection of pancreatic tumor cell nuclei via hyperspectral analysis of pathological slides based on stain spectra," Biomedical Optics Express, 2019 (accept). +Maru Kawase, ''Kazuma Shinoda'', and Madoka Hasegawa, "Demosaicking Using a Spatial Reference Image for an Anti-Aliasing Multispectral Filter Array," IEEE Transactions on Image Processing, 2019 (accept). +Maru Kawase, ''Kazuma Shinoda'', and Madoka Hasegawa, "Demosaicking Using a Spatial Reference Image for an Anti-Aliasing Multispectral Filter Array," IEEE Transactions on Image Processing, Vol. 28, No. 10, pp. 4984-4996, Oct. 2019. +Yasuo Ohtera, ''Kazuma Shinoda'', "NIR spectrum estimation utilizing photonic crystal distributed passband-type multiple filter array," Applied Optics, 58(12), pp. 3166-3173, 2019 (''Spotlight on Optics''). +''Kazuma Shinoda'', Yasuo Ohtera, Madoka Hasegawa, "Snapshot multispectral polarization imaging using a photonic crystal filter array," Optics Express, 26(12), 15948-15961, 2018 (''Editors' Pick''). +''Kazuma Shinoda'', Maru Kawase, Madoka Hasegawa, Masahiro Ishikawa, Hideki Komagata, Naoki Kobayashi, "Joint optimization of multispectral filter arrays and demosaicking for pathological images," IIEEJ Transactions on Image Electronics and Visual Computing, Vol. 6, No. 1, pp. 13-21, Jun. 2018. +Hideki Komagata, Takaya Ichimura, Yasuka Ohnuki, Masahiro Ishikawa, Kazuma Shinoda, Naoki Kobayashi, Atsushi Sasaki, "Feature analysis of cell nuclear chromatin distribution in support of cervical cytology," Journal of Medical Imaging, vol. 4, no. 4, 047501, Oct. 2017. +''Kazuma Shinoda'', Yudai Yanagi, Yoshio Hayasaki, Madoka Hasegawa, "Multispectral filter array design without training images," Optical Review, vol. 24, no. 4, pp. 554-571, Jul. 2017. +''Kazuma Shinoda'', Taisuke Hamasaki, Maru Kawase, Madoka Hasegawa, and Shigeo Kato, "Demosaicking for multispectral images based on vectorial total variation," Optical Review, vol. 23, no. 4, pp. 559-570, Jul. 2016. +Hideki Komagata, Masahiro Ishikawa, Naoki Kobayashi, ''Kazuma Shinoda'', Masahiro Yamaguchi, Tokiya Abe, Akinori Hashiguchi, Michiie Sakamoto, "Feature analyses of trabecular pattern of hepatocellular carcinoma using graph structure," IIEEJ Transactions on Image Electronics and Visual Computing, vol. 3, no. 2, pp. 80-91, Dec. 2015. +''Kazuma Shinoda'', Aya Watanabe, Madoka Hasegawa, and Shigeo Kato, "Multispectral information hiding in RGB image using bit-plane-based watermarking and its application", Optical Review, vol. 22, issue 3, pp. 469-476, Jun. 2015. +''Kazuma Shinoda'', Naoki Kobayashi, Ayako Katoh, Hideki Komagata, Masahiro Ishikawa, Yuri Murakami, Masahiro Yamaguchi, Tokiya Abe, Akinori Hashiguchi, and Michiie Sakamoto, "An efficient wavelet-based ROI coding for multiple regions," IEICE Trans. on Fundamentals, Vol. E98-A, No. 4, pp. 1006-1020, Apr. 2015. +Naoki Kobayashi, ''Kazuma Shinoda'', Ayako Katoh, Hideki Komagata, Masahiro Yamaguchi, Tokiya Abe, Akinori Hashiguchi, and Michiie Sakamoto, "Effective Color Transform Method for Image Compression of H&E Stained Whole Slide Image Using Subset Pixels," IIEEJ Transactions on Image Electronics and Visual Computing, Vol. 1, No, 2, pp. 37-47, Jun. 2014. +Vu Le Ha, ''Kazuma Shinoda'', Madoka Hasegawa, Yuichi Tanaka, Shigeo Kato, "Modified High-Order Edge-Directed Interpolation for Distributed Video Coding Based on Selective Data Pruning," Vol. 1, No, 2, pp. 26-36, Jun. 2014. +Junghyeun Hwang, Hisakazu Kikuchi, Shogo Muramatsu, ''Kazuma Shinoda'', and Jaeho Shin, “Reversible Implementations of Irreversible Component Transforms and Their Comparisons in Image Compression," IEICE Trans. on Fundamentals, Vol. E95-A, No. 4, pp. 824-828, Apr. 2012. +''Kazuma Shinoda'', Yuri Murakami, Masahiro Yamaguchi, and Nagaaki Ohyama, "Lossless and lossy coding for multispectral image based on sRGB standard and residual components," J. Electron. Imaging, Vol. 20, No. 2, pp. 023003-1 - 023003-12, Apr. 2011. + ''Kazuma Shinoda'', Hisakazu Kikuchi, and Shogo Muramatsu, ”Lossless-by-Lossy Coding for Scalable Lossless Image Compression,”IEICE Trans. on Fundamentals, Vol. E91-A, No. 11, pp. 3356-3364, Nov. 2008. -(Japanese papers are [[here>Member/KazumaShinoda]]) ***International Conferences [#lc3f1b4b] +''Kazuma Shinoda'', "Snapshot multispectral imaging using a filter array," International Workshop on Image Sensors and Imaging Systems, Nov. 2018 (''Invited talk''). +Akinobu Shimizu, Iwao Hasegawa, Naoki Kobayashi, Hayaru Shono, Shigeru Nawano, Atsushi Saito, Hideki Komagata, Masahiro Ishikawa, ''Kazuma Shinoda'', "Fundamental Technologies for Integration of Multiscale Spatiotemporal Morphology in Multidisciplinary Computational Anatomy - Progress Overview," Proc. of The 4th International Symposium on Multidisciplinary Computational Anatomy, A01-2, pp.21-27, Mar. 2018. +''Kazuma Shinoda'', "Single-shot multispectral imaging for medical application," International Young Researchers' Workshop on Multimodal Medical Engineering, Jan. 2018 (''Invited talk''). +''Kazuma Shinoda'', Maru Kawase, Madoka Hasegawa, Masahiro Ishikawa, Hideki Komagata, and Naoki Kobayashi, "Optimal spectral sensitivity of multispectral filter array for pathological images," Image Electronics and Visual Computing Workshop (IEVC), Mar. 2017 (''IEVC2017 Best Paper Award''). +Hideki Komagata, Masahiro Ishikawa, ''Kazuma Shinoda'', Naoki Kobayashi, Chika Iwamoto, Kenoki Ohuchida, and Makoto Hashizume, "3D reconstruction of pancreatic ducts and collagen fibers from pathological images of pancreas serial sections," Image Electronics and Visual Computing Workshop (IEVC), Mar. 2017. +Akinobu Shimizu, Shigeru Nawano, Iwao Hasegawa, Naoki Kobayashi, Hayaru Shono, Atsushi Saito, Hideki Komagata, Masahiro Ishikawa, ''Kazuma Shinoda'', Marius Linguraru, "Fundamental Technologies for Integration of Multiscale Spatiotemporal Morphology in Multidisciplinary Computational Anatomy - Progress Overview FY2016 -," The 3rd International Symposium on Multidisciplinary Computational Anatomy, A01-2, Mar. 2017. +Emi Hashimoto, Masahiro Ishikawa, ''Kazuma Shinoda'', Madoka Hasegawa, Hideki Komagata, Naoki Kobayashi, Naoki Mochidome, Yoshinao Oda, Chika Iwamoto, Kenoki Ohuchida, and Makoto Hashizume, "Tissue classification of liver pathological tissue specimens image using spectral features," SPIE Medical imaging, Feb. 2017 (''Finalist of Robert F. Wagner All-Conference Best Student Paper Award''). +Kazushige Banzawa, ''Kazuma Shinoda'', and Madoka Hasegawa, "Robust Multispectral Data Hiding in RGB Image Using Digital Watermarking," Color and Imaging Conference, Nov. 2016. +Shu Ogawa, ''Kazuma Shinoda'', Madoka Hasegawa, Shigeo Kato, Masahiro Ishikawa, Hideki Komagata, and Naoki Kobayashi, "Demosaicking Method for Multispectral Images Based on Spatial Gradient and Inter-channel Correlation," International Symposium on Multispectral Colour Science, pp. 157-166, May. 2016. +Akinobu Shimizu, Iwao Hasegawa, Naoki Kobayashi, Hayaru Shono, Shigeru Nawano, Issei Sato, Hideki Komagata, Masahiro Ishikawa, ''Kazuma Shinoda'', "Fundamental Technologies for Integration of Multiscale Spatiotemporal Morphology in Multidisciplinary Computational Anatomy - Plan of Five Years and Progress Overview FY2015 -," The 2nd International Symposium on Multidisciplinary Computational Anatomy, A01-2, Feb. 2016. +Yudai Yanagi, ''Kazuma Shinoda'', Madoka Hasegawa, Shigeo Kato, Masahiro Ishikawa, Hideki Komagata, and Naoki Kobayashi, "Optimal transparent wavelength and arrangement for multispectral filter array," IS&T International Symposium on Electronic Imaging, IPAS-024, pp.1-5, Feb. 2016. +''Kazuma Shinoda'', Shu Ogawa, Yudai Yanagi, Madoka Hasegawa, Shigeo Kato, Masahiro Ishikawa, Hideki Komagata, and Naoki Kobayashi, "Multispectral filter array and demosaicking for pathological images," APSIPA ASC, pp. 697 - 703, Hong Kong, Dec. 2015. +''Kazuma Shinoda'', Aya Watanabe, Madoka Hasegawa, and Shigeo Kato, "Multispectral image estimation from RGB image based on digital watermarking," Association Internationale de la Couleur (AIC), pp. 1278 - 1282, Tokyo, 2015. +Tomoharu Ishikawa, Yuya Akagawa, ''Kazuma Shinoda'', Shigeru Inui, Kazuya Sasaki, Keiko Miyatake and Miyoshi Ayama, "Evaluation of Cloth Roughness and Smoothness by Visual and Tactile Perceptions: Investigation of Cloth Photography Method for Online Shopping," Association Internationale de la Couleur (AIC), pp. 814 - 819, Tokyo, 2015. +Masahiro Ishikawa, Naoki Kobayashi, Hideki Komagata, ''Kazuma Shinoda'', Masahiro Yamaguchi, Tokiya Abe, Akinori Hashiguchi, and Michiie Sakamoto, "An accurate extracting method of fat droplets in liver images for quantitative evaluation," in Proc. of SPIE Medical Imaging, Vol. 9420, Feb. 2015. +Kazuki Yamato, ''Kazuma Shinoda'', Madoka Hasegawa, and Shigeo Kato, "Two-Dimensional Histogram Expansion of Wavelet Coefficient for Reversible Data Hiding," in Proc. of IEEE Visual Communications and Image Processing (VCIP), pp. 258-261, Nov. 2014. +Junya Mizutani, ''Kazuma Shinoda'', Madoka Hasegawa, and Shigeo Kato, "Multispectral demosaicking algorithm based on inter-channel correlation," in Proc. of IEEE Visual Communications and Image Processing (VCIP), pp. 474-477, Nov. 2014. +Kazuki Yamato, ''Kazuma Shinoda'', Madoka Hasegawa, and Shigeo Kato, "Reversible data hiding based on the two-dimensional histogram and generalized histogram shifting," in Proc. of IEEE International Conference on Image Processing (ICIP), Paris, France, pp. 4216-4220, Oct. 2014. +Yuichiro Suzuki, ''Kazuma Shinoda'', Madoka Hasegawa, and Shigeo Kato, "Halftone image resizing using seam carving," in Proc. of Image Electronics and Visual Computing Workshop (IEVC), No. 10, Samui, Thai, Oct. 2014. +''Kazuma Shinoda'', Taisuke Hamasaki, Madoka Hasegawa, Shigeo Kato, and Antonio Ortega, "Quality metric for filter arrangement in a multispectral filter array," in Proc. of Picture Coding Symposium (PCS), pp. 149-152, San Jose, USA, Dec. 2013. +Hisakazu Kikuchi, Taiyo Deguchi, ''Kazuma shinoda'' and Masahiro Okuda, "Compression of High Dynamic Range Images in the yu'v' Color Space," International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), pp. 631-634, Yeosu, Korea, July 2013. +Kazuki Yamato , Madoka Hasegawa , Kazuma Shinoda , Shigeo Kato , and Yuichi Tanaka, "Image restoration using similar region search and digital watermark," APSIPA ASC 2013, Kaohsiung, Taiwan, Oct 2013. +Ha Vu Le, ''Kazuma Shinoda'', Madoka Hasegawa, Shigeo Kato, Yuichi Tanaka, "Selective data pruning based distributed video coding with modified high-order edge-directed interpolation," ICIP2013, Merbolune, pp.1933-1937, Australia, Sep. 2013. +Hideki Komagata, Naoki Kobayashi, Ayako Katoh, Yasuka Ohnuki, Masahiro Ishikawa, ''Kazuma Shinoda'', Masahiro Yamaguchi, Tokiya Abe, Akinori Hashiguchi, and Michiie Sakamoto, “An algorithm to evaluate the number of trabecular cell layers using nucleus arrangement applied to hepatocellular carcinoma,” in Proc. of SPIE Medical Imaging, Florida, USA, Feb. 2013. +''Kazuma Shinoda'', Naoki Kobayashi, Ayako Katoh, Hideki Komagata, Yuri Murakami, Masahiro Yamaguchi, Tokiya Abe, Akinori Hashiguchi, and Michiie Sakamoto, “An effective ROI coding suited for computer-aided diagnosis in telepathology,”in Proc. of International Workshop on Advanced Image Technology (IWAIT), pp. 488-493, Nagoya, Japan, Jan. 2013. +Naoki Kobayashi, ''Kazuma Shinoda'', Ayako Katoh, Hideki Komagata, Masahiro Yamaguchi, Tokiya Abe, Akinori Hashiguchi, and Michiie Sakamoto, “A study of subset-pixel-based color transform for the efficient compression of H&E stained whole slide images,” in Proc. of Image Electronics and Visual Computing Workshop (IEVC), 2P-3, Sarawak, Malaysia, Nov. 2012. +''Kazuma Shinoda'', Yuri Murakami, Masahiro Yamaguchi, and Antonio Ortega, “An efficient compression method for one-shot multispectral camera,” in Proc. of Picture Coding Symposium (PCS), pp. 269-272, Krakow, Poland, May 2012. +Fei Yang, Koki Wakunami, ''Kazuma Shinoda'', Noriaki Hashimoto, and Masahiro Yamaguchi, “Digital Color Management in Holoprinter,” in Proc. of Digital Holography and Three-Dimensional Imaging, DWC5, Tokyo, Japan, May 2011. +''Kazuma Shinoda'', Yukio Kosugi, Yuri Murakami, Masahiro Yamaguchi, and Nagaaki Ohyama, “Hyperspectral image compression suitable for spectral analysis application,”in Proc. of Picture Coding Symposium (PCS), pp. 74-77, Nagoya, Aichi, Japan, Dec. 2010. +''Kazuma Shinoda'', Yuri Murakami, Masahiro Yamaguchi, Nagaaki Ohyama, “Multispectral image compression for spectral and color reproduction based on lossy to lossless coding,” in Proc. of IS&T/SPIE Electronic Imaging, Vol. 7532, San Jose, USA, Jan. 2010. + Hisakazu Kikuchi, ''Kazuma Shinoda'', and Shogo Muramatsu, ”Scalable Lossless Color Image Compression by a Lossless-By-Lossy Approach,” in Proc. of International Workshop on Advanced Image Technology (IWAIT), pp. 789-794, Bangkok, Thailand, Jan. 2007. + ''Kazuma Shinoda'', Hisakazu Kikuchi, and Shogo Muramatsu, ”A lossless-by-lossy approach to lossless image compression,” in Proc. of IEEE International Conference on Image Processing (ICIP), pp. 2265-2268, Atlanta, USA, Oct. 2006. + ''Kazuma Shinoda'', Hisakazu Kikuchi, and Shogo Muramatsu, ”Two-Stage Lossless Image Compression by Wavelet-Based Lossy Coding,” in Proc. of International Technical Conference on Circuit/System, Computers and Communication (ITC-CSCC), Vol. II, pp. 325-328, Chiangmai, Thailand, Jul. 2006. **Awards [#t6d06a50] +''Kazuma Shinoda'', Yasuo Ohtera, Madoka Hasegawa, "Editors' Pick,", Optics Express, Jun. 2018. +''Kazuma Shinoda'', Maru Kawase, Madoka Hasegawa, Masahiro Ishikawa, Hideki Komagata, Naoki Kobayashi, "IEVC2017 Best Paper Award", Mar. 2017. +''Kazuma Shinoda'', "Konica Minolta Image Science Award", Feb. 2017. +Masahiro Ishikawa, Naoki Kobayashi, Hideaki Komagata, ''Kazuma Shinoda'', Masahiro Yamaguchi, Tokiya Abe, Aakinori Hashiguchi, Michiie Sakamoto, “Cum laude poster award," SPIE, Feb. 2015. +Aya Watanabe, ''Kazuma Shinoda'', Madoka Hasegawa, Shigeo Kato, "IMPS2014 Best Poster Award," IMPS (Image Media Processing Symposium), Nov. 2014. +''Kazuma Shinoda'', Naoki Kobayashi, Ayako Kato, Hideki Komagata, Yuri Murakami, Masahiro Yamaguchi, "PCSJ2012 Best Poster Award," PCSJ (Picture Coding Symposium), Oct. 2012. +''Kazuma Shinoda'', Yuri Murakami, Masahiro Yamaguchi, Nagaaki Oyama, Yukio Kosugi, "FIT Paper Award," FIT (Forum on Information Technology), Sep. 2010. + ''Kazuma Shinoda'', "The Excellent Student of The Year", FY2009, Global COE Program, Photonics Integration-Core Electronics (PICE), Tokyo Institute of Technology, Apr. 2010. + ''Kazuma Shinoda'', "Best Student Award," Department of Electrical and Electronic Engineering, Niigata University, Mar. 2005. **Grants [#b8dab4fe] ***Principal Investigator [#af040fb5] +Research Grant, The Telecommunications Advancement Foundation, 2019. +Research Grant, The Nakajima Foundation, 2019. +Adaptable and Seamless Technology Transfer Program through Target-Driven R&D, Japan Science and Technology Agency, 2018 - 2019. +Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, 2018 - 2021. +Grant for Advancement of Scientific Research and Development, Tochigi Industrial Promotion Center, 2017. +The Telecommunications Advancement Foundation (travel grant), 2017. +Grant-in-Aid for Young Scientists (B), Japan Society for the Promotion of Science, 2015 - 2018. +Grant-in-Aid for Young Scientists (B), Japan Society for the Promotion of Science, 2013 - 2015. +Grant-in-Aid for JSPS Fellows (DC2 and PD), Japan Society for the Promotion of Science, 2010 - 2012. ***Co-Investigator [#x7cf5690] +Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science (PI: Prof. Madoka Hasegawa), 2018 - 2020. +Bilateral Joint Research Project, Japan Society for the Promotion of Science (PI: Prof. Naoki Kobayashi), 2017 - 2020. +Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science (PI: Prof. Madoka Hasegawa), 2013 - 2017. +Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science (PI: Prof. Shigeo Kato), 2013 - 2016.