Publications

All papers and documents are available upon request.

Journals

1. Takamichi Miyata, Yuto Aoki, "Perceptual JPEG Artifact Removal using Weighted Sum of IQAs as Loss Function," Nonlinear Theory and Its Applications,  Vol.E15-N, No.4, Oct. 2024.

2. Shinnosuke Toguchi, Takamichi Miyata, "Real Image Noise Aware Steganography with Image Denoising and Generative Adversarial Network,"  Nonlinear Theory and Its Applications,  Vol.E15-N, No.4, Oct. 2024.

3. Takamichi Miyata, "ZEN-IQA: Zero-Shot Explainable and No-Reference Image Quality Assessment with Vision Language Model", IEEE Access, vol. 12, pp. 70973-70983, 2024, 2024. (IF=3.9), doi: 10.1109/ACCESS.2024.3402729. 

4. Takamichi Miyata, “PSinGAN: Single Image Inpainting by Generative Model Trained on Partial Observation," Nonlinear Theory and Its Applications,  Vol.E15-N,No.3, 2024. 

5. Takamichi Miyata, “Traffic Matrix Completion by Weighted Tensor Nuclear Norm Minimization and Time Slicing,” Nonlinear Theory and Its Applications, vol. E15-N, no. 2, 2024.

6. Yuta Saito, Takamichi Miyata, "Recovering Texture with a Denoising-Process-Aware LMMSE Filter", MDPI Signals, vol. 2, no. 2, pp. 286–-303, 2021. PDF

7. Kaito Hosono, Shunsuke Ono, Takamichi Miyata, "On the Synergy between Nonconvex Extensions of the Tensor Nuclear Norm for Tensor Recovery", MDPI Signals, vol. 2, no. 1, pp. 108–-121, 2021. PDF 

8. Kaito Hosono, Shunsuke Ono, Takamichi Miyata, "Weighted Tensor Nuclear Norm Minimization for Color Image Restoration," IEEE Access, vol. 7, no. 1, pp.88768--88776, 2019.  PDF

9. Takamichi Miyata, Tomonobu Yoshino, Sei Naito, "Constrained Weighted Least Square Filter for Chrominance Recovery of High Resolution Compressed Image", IEICE Transaction on Fundamentals of Electronics, Communications and Computer Sciences, vol.E98-A, no.8, pp.1718-1726, 2015. 

10. Keisuke Nonaka, Takamichi Miyata, Yoshinori Hatori, "An Arbitrary-shaped Image Retargeting via Global Optimization of ROIs' Moving'', IEICE Transaction on Information and Systems, vol. J97-D, no.11, pp. 1625-1640, 2014 (in Japanese).

11. Shunsuke Ono, Takamichi Miyata, and Isao Yamada, "Cartoon-Texture Image Decomposition Using Blockwise Low-Rank Texture Characterization, IEEE Transactions on Image Processing, vol. 23, no. 3, pp. 1128-,1142, 2014. PDF (Copyright©2013 IEEE)

12. Keisuke Nonaka, Takamichi Miyata, Yoshinori Hatori, "An Image Retargeting Method for Arbitrary Shaped Display", The journal of the Institute of Image Information and Television Engineers, Vol. 66, No. 12, Dec. 2012 (in Japanese)

13. Shunsuke Ono, Takamichi Miyata, Isao Yamada, Katsunori Yamaoka, "Image Recovery by Decomposition with Component-wise Regularization," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. 95-A, no. 12, pp. 2470-2478, Dec. 2012. PDF (Copyright©2012 IEICE)  [IEICE Best Paper Awrad] 

14. Yoshitaka Inoue，Takamichi Miyata , Yoshinori Sakai, "Colorization based Image Coding by using Local  Correlation between Luminance and Chrominance," IEICE Transactions on Information and Systems, Vol. E95-D, No.1，pp.247-255, Jan. 2012. PDF (Copyright©2012  IEICE)

15. Shinichiro Osaki, Takamichi Miyata, Aki Kobayashi, Yoshinori Sakai, "Query Image Synthesis using Features Extracted from Keywords for Web Image Retrieval", The journal of the Institute of Image Information and Television Engineers, Vol. 64, No. 11,  pp. 1628-1638, Nov. 2010. (in Japanese)

16. Akira Sasaki, Takamichi Miyata, Yasuhiro Inazumi, Aki Kobayashi, Yoshinori Sakai, "Anti-Folksonomical Recommender System for Social Bookmarking Service," Lecture Notes in Business Information Processing(LNBIP), Vol. 45, pp. 256-269, Oct. 2010.

17. Shunsuke Ono, Takamichi Miyata, Yoshinori Sakai,  "Improvement of colorization based coding by using redundancy of the color assignment information and correct color component," IEICE Trans. Information and Systems,  Vol. J93-D, No. 9, pp. 1638-1641, Sep. 2010.   (in Japanese)

18. Reiji Watanabe, Takamichi Miyata, Yoshinori Sakai, Yoshinori Sakai, "JPEG Optimization Decoding Based on Web Image Database,"  IEICE Trans. Information and Systems,  Vol. J93-D, No. 9, Sep. 2010. (in Japanese)

19. Yoshitaka Inoue, Takamichi Miyata, Yoshinori Sakai, "Improving colorization-based coding based on local correlation between luminance and chrominance in texture component,"  IEICE Trans. Information and Systems,  Vol. J93-D, No. 9, Sep. 2010. (in Japanese)

20. Midori Arai, Yasuhiro Inazumi, Takamichi Miyata, Yuko Horita, " A Study of Pseudo-Representation Scalable Coding Method Based on Web Images for a Still Image,  IEICE Trans. Information and Systems, Vol. 93-D, No. 9, pp. 1661-1664, Sep. 2010.  (in Japanese)

21. Akihiro Tani, Yasuhiro Inazumi, Takamichi Miyata, Yuko Horita, " An Image Quality Improvement Method Using Web Image Features Suitable for the Contents," IEICE Trans. Information and Systems, Vol. J92-D, No. 10, pp. 1746-1749, Oct. 2009.  (in Japanese)

22. Hidefumi Iwashita, Takamichi Miyata, Yoshinori Sakai. "A Resolution Converting Method with Wisdom of Crowds by Using Seam Carving," IEICE Trans. Information and Systems,  Vol. J92-D, No. 10, pp. 1737-1739, Oct. 2009.  (in Japanese)

23. Akira Sasaki, Takamichi Miyata, Yasuhiro Inazumi, Aki Kobayashi, Yoshinori Sakai, "Calculation Time Reduction in Item Recommendation System Based on Transitive Law of Similarities between Each Profiles," IPSJ Transactions on Databases, Vol. 2, No. 2, pp. 44-55, Jun. 2009.  (in Japanese)

24. Hiromi Tsurumi, Takamichi Miyata, Katsunori Yamaoka, Yoshinori Sakai, "Local Optimal File Delivery Scheduling in a Hop by Hop File Delivery System on a One Link Model," IEICE Trans. on Commun., Vol. E92-B, No.1, pp.34-45, Jan. 2009.

25. Takamichi Miyata, Yuki Komiyama, Yasuhiro Inazumi, Yoshiyuki Yashima, Yoshinori Sakai. "Color Information Extraction Method for Image Compression Coding Using Colorization," The journal of the Institute of Image Information and Television Engineers, Vol. 62, No. 11, pp. 1810-1818, Nov. 2008. (in Japanese)

26. Yasuhiro Inazumi, Akihiro Tani, Takamichi Miyata, Tetsuhiko Yao, Yuukou Horita, "A Method of Still Image Coding based on Tagged Web Image Database," IEICE Trans. Information and Systems,  Vol. J91-D, No. 8, Aug. 2008. (in Japanese)

27. Akira Sasaki, Takamichi Miyata, Yasuhiro Inazumi, Aki Kobayashi, Yoshinori Sakai. Web Content Recommendation System Based on Similarities among Contents Cluster of Social Bookmark," IPSJ Transactions on Databases, Vol. 48, No. SIG20, pp. 14-24, Dec. 2007. (in Japanese)

28. Takamichi Miyata, Yasuhiro Inazumi, Yoshinori Sakai, "A Method of Photo Collage Creation by User Sketch and Web Image Database", IEICE Trans. Information and Systems,  Vol. J90-D, No. 7, pp. 1709-1711, Jul. 2007. (in Japanese)

29. Yuki Komiyama, Takamichi Miyata, Yasuhiro Inazumi, Yoshiyuki Yashima, Yoshinori Sakai, "A Study of Picture Coding Based on Color Information Extraction and Colorization,"  IEICE Trans. Information and Systems, Vol. J90-D, No. 7, pp. 1660-1663, Jul. 2007.   (in Japanese)

30. Takamichi Miyata, Yasuhiro Inazumi, Yoshinori Sakai,"Video Coding Method for Achieving Desired Subjective Quality" , The journal of the Institute of Image Information and Television Engineers, Vol. 60, No. 6, pp. 943-950, Jun. 2006. (in Japanese)

31. Takamichi Miyata, Toshiyuki Yoshida, "Estimation for the Subjective Image Quality Based on SNR",  IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences,  Vol. J88-A, No. 11, pp. 1291-1296, Nov. 2005. (in Japanese)

32. Yasuhiro Inazumi, Tomoe Nakase, Takamichi Miyata, Yuko Horita, "Objective Measurement for Coded Video Quality Based on Camera Work and Frame Quality,"   The journal of the Institute of Image Information and Television Engineers,  Vol. 59, No. 3, pp. 435-437, Mar. 2005. (in Japanese)

33. Takamichi Miyata, Yusuke Mizoguchi, Toshiyuki Yoshida, Yoshinori Sakai, "Adaptive Frame Interval for Image Based on a Motion feature Value", IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. J88-A, No. 1, pp. 23-38, Jan. 2005. (in Japanese)

34. Yuko Horita, Takamichi Miyata, Tadakuni Murai, "Improvement of Estimation Accuracy for Evaluated Value of Video Quality Obtained by SSCQE Method,"  IEICE Trans. on Commun., Vol. J87-B, No. 1, pp. 70-80, Jan. 2004. (in Japanese)

Peer-Reviewed Articles in Conference Proceedings 

1. Takamichi Miyata, "Completion of Traffic Matrix by Tensor Nuclear Norm Minus Frobenius Norm Minimization and Time Slicing, " IEEE/IFIP International Workshop on Analytics for Network and Service Management (NOMS/AnNet), 2024.

2. Takamichi Miyata, "Structure-Texture-Noise Decomposition for Noisy Images with Two-Stage Network,"  International Conference on Artificial Intelligence in Information and Communication (ICAIIC), 2024.

3. Takamichi Miyata, Yuto Aoki, "Perceptual JPEG Artifact Removal using Sum of Weighted IQA as Loss Function," Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS) 2024.

4. Shinnosuke Toguchi, Takamichi Miyata, "Pseudo Real Image Noise Steganography with Image Denoising and Generative Adversarial Network," Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS) 2024.

5. Takamichi Miyata, "Completion of Traffic Matrix with Sequential Missing Values by Weighted Tensor Nuclear Norm Minimization," International Symposium on Nonlinear Theory and Its Applications (NOLTA), Sep. 2023. [Available Online]

6. Takamichi Miyata, "Interpretable Image Quality Assessment via CLIP with Multiple Antonym-Prompt Pairs," IEEE International Conference on Consumer Technology (ICCE) Berlin, Aug. 2023. 

7. Takamichi Miyata, "Traffic Matrix Completion by Weighted Tensor Nuclear Norm Minimization," IEEE Consumer Communications & Networking Conference (CCNC), Jan. 2023. [Available Online]

8. Takamichi Miyata, "Training of Perceptual Image Denoising Network with Weighted Sum of IQA Methods," IEEE Consumer Communications & Networking Conference (CCNC), Jan. 2023. 

9. Kei Mamiya, Takamichi Miyata, "Few-class learning for image-classification-aware denoising,"  IEEE International Conference on Image Processing (ICIP), Oct. 2020.

10. Kaito Imai, Takamichi Miyata, "Gated Texture CNN for Efficient and Configurable Image Denoising, " ECCVW AIM, Aug. 2020. 

11.  Rei Ogura, Takamichi Miyata, "Quasi-Measurement Pitch Change: A New Framework for Machine Learning on GPR ," Near Surface Geoscience, Sep. 2019.

12. Yuta Saito, Takamichi Miyata, "Recovering texture of denoised image via its statistical analysis," IEEE International Conference on Image Processing (ICIP), Sep. 2018.

13. Satoshi Sato, Nobuhiko Wakai, Kunio Nobori, Takeo Azuma, Takamichi Miyata, Makoto Nakashizuka, "Compressive color sensing using random complementary color filter array," IAPR International Conference on Machine Vision Applications (MVA), May 2017.

14. Kaito Hosono, Shunsuke Ono, Takamichi Miyata, "Weighted Tensor Nuclear Norm Minimization for Color Image Denoising," IEEE International Conference on Image Processing (ICIP), Sep. 2016.

15. Shunsuke Ono, Masao Yamagishi, Takamichi Miyata, and Itsuo Kumazawa, "Image restoration using a stochastic variant of the alternating direction method of multipliers," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Mar. 2016.

16. Takamichi Miyata, "Inter-Channel Relation based Vectorial Total Variation for Color Image Recovery,"  IEEE International Conference on Image Processing (ICIP) 2015, Sep. 2015. 

17. Takamichi Miyata, Tomonobu Yoshino, Sei Naito, "Post Processing for Chrominance Component of Coded Image by Block Wise Weighted Least Square Filter," International Workshop on Image Media Quality and its Application, Sep. 2014.

18. Takamichi Miyata, "L Infinity Total Generalized Variation for Color Image Recovery," IEEE International Conference on Image Processing (ICIP) 2013, Sep. 2013. [Available Online]

19. Keisuke Nonaka, Takamichi Miyata, Yoshinori Hatori, "Generalized Image Retargting via Convex Optimization," IEEE International Conference on Image Processing (ICIP) 2013, Sep. 2013. [Available Online]

20. Keisuke Nonaka, Takamichi Miyata, Yoshinori Hatori, "Image Retargeting for Arbitrary-Shaped Display via Convexfication of ROIs Positioning Problem," The Proceedings of International Workshop on Advanced Image Technology (IWAIT) 2013, Jan. 2013.

21. Takamichi Miyata, Yoshinori Sakai, "Vectorized Total Variation Defined by Weighted L infinity Norm for Utilizing Inter Channel Dependency," IEEE International Conference on Image Processing (ICIP) 2012, pp. 3057-3060, Sep. 2012.

22. Shunsuke Ono, Takamichi Miyata, Isao Yamada, Katsunori Yamaoka, "Missing Region Recovery by Promoting Blockwise Low-Rankness," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2012, Proceedings of IEEE ICASSP2012, Mar. 2012.

23. Shunsuke Ono, Takamichi Miyata, Katsunori Yamaoka, "Total Variation-Wavelet-Curvelet Regularized Optimization for Image Restoration," IEEE International Conference on Image Processing (ICIP) 2011, Proceedings of IEEE ICIP2011, pp. 2721-2724, Sep. 2011.   

24. Takamichi Miyata, Yoshinori Sakai, "Luminance constrained total variation and its application for optimized decoding of JPEG 2000," IEEE International Conference on Image Processing (ICIP) 2011, Proceedings of IEEE ICIP2011, pp. , 2685-2688, Sep. 2011.   

25. Takayuki Akanoma, Takamichi Miyata, Katsunori Yamaoka, Yoshinori Sakai, "Path Configuration Using Probability Distribution of Delay for High-Functional Node Network," Proc. of IEEE CCNC2011, Jan. 2011.

26. Reiji Watanabe, Takamichi Miyata, Yasuhiro Inazumi, Yoshinori Sakai, "Perceptual Quality Improvement for JPEG Compressed Image by Using Reference Image and Bidirectional Similarity," Workshop on Picture Coding and Image Processing, pp. 56-57, Dec. 2010.

27. Yoshitaka Inoue, Takamichi Miyata, Yoshinori Sakai, "Improving Colorization-Based Coding by Using Local Correlation between Luminance and Chrominance in Texture Component," Picture Coding Symposium, pp. 398-401, Dec. 2010.

28. Shunsuke Ono, Takamichi Miyata, Yoshinori Sakai, "Colorization-Based Coding by Focusing on Characteristics of Colorization Bases," Picture Coding Symposium (PCS) 2010, Proceedings of PCS2010, pp. 230 - 233, Dec. 2010.   

29. Chihiro Suzuki, Takamichi Miyata, Yoshinori Sakai, "Image Coding by Using Non-Linear Texture Decomposition and Image Summarization," Picture Coding Symposium, Dec. 2010.

30. Chihiro Suzuki, Takamichi Miyata, Yoshinori Sakai, "Image coding by using structure / texture decomposition and an analysis of their relationship," IEEE Workshop on Signal Processing Systems (SIPS), pp. 105 - 110, Oct. 2010.

31. Toshihiro Yokoi, Takamichi Miyata, Katsuhori Yamaoka, "Routing for reducing flow convergence on particular nodes," Proc. of IEEE CQR2010, Jun. 2010.

32. Akira Sasaki, Takamichi Miyata, Yasuhiro Inazumi, Aki Kobayashi, Yoshinori Sakai, "Parameter Estimation Based on EM Algorithm for Antia-folksonomical Item Recommendation System in Social Bookmarking," IADIS Applied Computing 2009, Vol. 1, pp. 43-50, Oct. 2009.

33. Takamichi Miyata, Yuki Komiyama, Yasuhiro Inazumi, Yoshinori Sakai, "Novel Inverse Colorization for Image Compression," Proceedings of Picture Coding Symposium 2009, May. 2009.

34. Takamichi Kitsukawa, Takamichi Miyata, Katsuhori Yamaoka, "Proof of Optimal Algorithm for Maximum-Bandwidth ALM Tree Construction," Proc. of IEEE CQR2009, May. 2009.

35. Akira Sasaki, Takamichi Miyata, Yasuhiro Inazumi, Aki Kobayashi, Yoshinori Sakai, "Anti-Folksonomical Item Recommendation System Based on Similarities between Item Clusters in Social Bookmarking," WEBIST 2009, Mar. 2009.

36. Hiromi Tsurumi, Takamichi Miyata, Katsunori Yamaoka, Yoshinori Sakai, "Proof of Local Optimal Solution for a File-Delivery Scheduling Algorithm in a Hop-by-Hop File-Delivery System for a One-Link Network," Proc. of IEEE CQR2008, May. 2008.

37. Hiromi Tsurumi, Takamichi Miyata, Katsunori Yamaoka, Yoshinori Sakai, "A Basic Study of a File Delivery Scheduling in a Hop by Hop File Delivery System on One Link Model," IEEE PACRIM'07, IEEE PACRIM'07, pp. 446-449, Aug. 2007.

38. Takamichi Miyata, Hidefumi Iwashita, Yoshinori Sakai, "A Study on User Oriented Trimming Method for Low Resolution Display," IMQA2007, Mar. 2007.

39. Yuuki Komiyama, Takamichi Miyata, Yasuhiro Inazumi, Yoshiyuki Yashima, Yoshinori Sakai, "A Study of Picture Coding Based on Color Information Extraction and Colorization," IMQA2007, Mar. 2007.

40. Takamichi Miyata, Aki Kobayashi, Hidetomo Miyahara, Katsunori Yamaoka, "Neighboring Search by Visualization of Web Link Space," WWW/Internet 2005, pp. 86-90, Oct. 2005.

41. Toshiyuki Yoshida, Takamichi Miyata, "Adaptive frame interval control and its quality estimation," Proceedings of IEEE ICIP 2005, Vol. 2, pp. 1318-1321, Sep. 2005.

42. Yasuhiko Fujisaki, Takamichi Miyata, Yasuhiro Inazumi, Aki Kobayashi, Katsunori Yamaoka, Yoshinori Sakai, "A Study of Performance Improvement for Video Retrieval System Based on Relevance Feedback," ICDE2005/SWOD, Apr. 2005.

43. Takamichi Miyata, Toshiyuki Yoshida, Yoshinori Sakai, "Adaptive Frame Interval Control for Scalable Video Coding based on Subjective Quality," Picture Coding Symposium 2004, Vol. 1, Dec. 2004.

44. Yuukou Horita, Takamichi Miyata, Irwan Prasetya Gunawan, Tadakuni Murai, Mohammed Ghanbari, "Evaluation model considering static-temporal quality degradation and human memory for SSCQE video quality," SPIE Visual Communication and Image Processing (VCIP) 2003, pp. 1601-1611, Jul. 2003.

45. Y.Horita, T.Miyata, G.Irwan P., T.Murai, M.Ghanbari, "Optimal Matching between objective frame quality and subjective SSCQE video quality," International Workshop on Advanced Image Technology 2003, pp. 293-298, Jan. 2003.

Other publications

• 100+ domestic conference papers 

See also

• T2R2 database for the publication list (no longer updated). 

• My Google Scolar Citation