Publications

Journal articles

  • Kazuma Shinoda,
    "Unsupervised design for broadband multispectral and polarization filter array patterns,"
    Applied Optics 62(27), 7145-7155, 2023.
  • Kazuma Shinoda, Kota Yokoyama, and Madoka Hasegawa,
    "General demosaicking for multispectral polarization filter arrays using total generalized variation and weighted tensor nuclear norm minimization,"
    Applied Optics 60(20), 5967-5976, 2021.
  • Yasuo Ohtera, Nao Ikeda, Tomohisa Takaya, Kazuma Shinoda,
    "Direct estimation of NIR reflection spectra utilizing snapshot-type spectrometer with photonic crystal multi-spectral filter array,"
    Applied Optics, 59(17), 5216-5225, 2020.
  • Kazuma Shinoda, Naotake Konno, Tomohiro Suzuki,
    "Non-destructive analysis of the moisture content in shiitake mushrooms (Lentinula edodes) using near-infrared imaging at 1450 nm,"
    Mycoscience, Vol. 61, No. 5, pp. 235-239, 2020.
  • Kazuma Shinoda and Yasuo Ohtera,
    "Alignment-free filter array: Snapshot multispectral polarization imaging based on a Voronoi-like random photonic crystal filter,"
    Optics Express 28(26), 38867-38882, 2020.
  • Hideki Komagata, Erika Kakinuma, Masahiro Ishikawa, Kazuma Shinoda, Naoki Kobayashi,
    "Semi-Automatic Calibration Method for a Bed-Monitoring System Using Infrared Image Depth Sensors,"
    Sensors, 19(20), 4581, pp. 1-20, 2019.
  • 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, 10(9), pp. 4568-4588, Sep. 2019.
  • Maru Kawase, Kazuma Shinoda, 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, pp. 1-11, 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, Aug. 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, No. 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.
  • 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,"
    IIEEJ Transactions on Image Electronics and Visual Computing, Vol. 2, No. 1, pp. 26-36, Jun. 2014.
  • 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. 2, No, 1, pp. 37-47, Jun. 2014.

Books

  • Kazuma Shinoda, Chapter 12 "Multispectral Polarization Filter Array" In T. Funatomi and T. Okabe (Eds.), "Computational Imaging for Scene Understanding: Transient, Spectral, and Polarimetric Analysis," Wiley-ISTE, pp. 299-313, May 2024.

Conference papers

  • Hideki Komagata, Taiki Hattori, Ryunosuke Ohshima, Erika Kakinuma, Masahiro Ishikawa, Kazuma Shinoda, and Naoki Kobayashi, "Development of Human Behavior Monitoring System Around Bed Using Infrared Depth Sensor," IEEE Global Conference on Life Sciences and Technologies, 2 pages, Mar. 2019.
  • 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,"
    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), 1P-10, 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), 3A-5, 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, Vol. 10140, 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, pp. 213-218, 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, and 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, 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, May 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, May 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,"
    SPIE Medical Imaging, Vol. 9420, Feb. 2015 (Cum laude poster award).
  • Yuichiro Suzuki, Kazuma Shinoda, Madoka Hasegawa, Shigeno Kato,
    "Halftone Image Resizing Using Seam Carving"
    Image Electronics and Visual Computing (IEVC), No. 10, Oct. 2014.
  • Kazuki Yamato, Kazuma Shinoda, Madoka Hasegawa, and Shigeo Kato, "Reversible data hiding based on two-dimensional histogram and generalized histogram shifting,"
    IEEE International Conference on Image Processing (ICIP), pp. 4216-4220, Oct. 2014.
  • Junya Mizutani, Kazuma Shinoda, Madoka Hasegawa, and Shigeo Kato,
    "Multispectral demosaicking algorithm based on inter-channel correlation,"
    IEEE Visual Communications and Image Processing (VCIP), pp. 474-477, Nov. 2014.
  • Kazuki Yamato, Kazuma Shinoda, Madoka Hasegawa, and Shigeo Kato,
    "Two-dimensional histogram expansion of wavelet coefficient for reversible data hiding,"
    IEEE Visual Communication and Image Processing (VCIP), pp. 258-261, Nov. 2014.
  • Kazuma Shinoda, Taisuke Hamasaki, Madoka Hasegawa, Shigeo Kato, and Antonio Ortega,
    "Quality metric for filter arrangement in a multispectral filter array,"
    Picture Coding Symposium (PCS), pp. 149-152, Dec. 2013.
  • Kazuki Yamato, Madoka Hasegawa, Kazuma Shinoda, Shigeo Kato, and Yuichi Tanaka,
    "IMAGE RESTORATION USING SIMILAR REGION SEARCH AND DIGITAL WATERMARK,"
    APSIPA ASC, Oct. 2013.
  • Ha Vu Le, Kazuma Shinoda, Madoka Hasegawa, Shigeo Kato, and Yuichi Tanaka,
    "SELECTIVE DATA PRUNING BASED DISTRIBUTED VIDEO CODING WITH MODIFIED HIGH-ORDER EDGE-DIRECTED INTERPOLATION,"
    IEEE International Conference on Image Processing (ICIP), pp. 1933-1937, Sep. 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, Jul. 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,"
    SPIE Medical Imaging, Vol. 8676, 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,"
    International Workshop on Advanced Image Technology (IWAIT), pp. 488-493, Jan. 2013.

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E-mail: shinoda(at)is.utsunomiya-u.ac.jp

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