Publications in FY2013 - 2017

[1] Book Chapter

  • ¬‹v•Û‰ÃlC‰¤ú¹C‰Á“¡ƒWƒF[ƒ“Cu’PŠáƒJƒƒ‰‰f‘œ‚©‚ç‚̘H–ʈʒu„’èŽè–@‚ÌŠJ”­vCŽÔÚƒZƒ“ƒVƒ“ƒO‹Zp‚ÌŠJ”­‚ƁCŽ©“®‰^“]ƒVƒXƒeƒ€‚ւ̉ž—pC‘æ7ß , pp.228-234, iŠ”j‹Zpî•ñ‹¦‰ïC2017.

[2] Journal Articles (Refereed)

  • "Hash Ranking with Weighted Asymmetric Distance for Image Search", IEEE Tramsactions on Computational Imaging. Accepted

  • ‰Á“¡ƒWƒF[ƒ“C’£Š¥•¶C‰¤ú¹CuƒtƒBƒ‹ƒ^[Eƒpƒ‰ƒ[ƒ^‚̏d—v“x‚É’…–Ú‚µ‚½¬‹K–̓^ƒXƒN‚Ì‚½‚ß‚ÌCNN‰Šú‰»Žè–@vClH’m”\Šw‰ï˜_•¶ŽCVol.32, No.3, pp.1-11, 2017.3.[pdf]

  • ¬‹v•Û‰ÃlC‰¤ú¹C’£Š¥•¶C‰Á“¡ƒWƒF[ƒ“CŠÔ£Œ’“ñCu•àsŽÒ‚̏ڍהFŽ¯¸“x‚ðŒüã‚³‚¹‚邽‚߂̒ljÁŒ^Žè–@vC“dŽqî•ñ’ʐMŠw‰ï˜_•¶ŽCVol.J100-D, No.2, pp.265-276, Feb. 2017. [pdf]

  • Yu Wang and Jien Kato, "Efficient Local Feature Encoding for Human Action Recognition with Approximate Sparse Coding", IEICE Transaction on Information and Systems, Vol.E99-D, No.4, pp.1212-1220, 2016. [pdf]

  • Guanwen Zhang, Jien Kato, Yu Wang and Kenji Mase, "Multiple-shot People Re-identification by Patch-wise Learning", IEICE Transaction on Information and Systems, Vol.E98-D, No.12, pp.2257-2270, DOI:10.1587/transinf.2014EDP7427, 2015.

  • —é–ؐ“Žj, ƒƒ“ƒ†, ‰Á“¡ƒWƒF[ƒ“, ŠÔ£Œ’“ñCuƒNƒƒXƒf[ƒ^ƒZƒbƒg‚É‚¨‚¯‚és“®Ž¯•ÊŠí‚ÌŠwKƒAƒ‹ƒSƒŠƒYƒ€vC“d‹CŠw‰ï˜_•¶ŽC, Vol.135, No.12, pp.1574-1582, DOI:10.1541/ieejeiss.135.1574, 2015.

  • Guanwen Zhang, Jien Kato, Yu Wang and Kenji Mase, "A Novel Approach for Annotation-based Image Retrieval Using Deep Architecture",Journal of Multiple-Valued Logic and Soft Computing (in press). Best Paper Award

  • Guanwen Zhang, Jien Kato, Yu Wang and Kenji Mase, "Adaptive Metric Learning for People Re-identification", IEICE Transaction on Information and Systems, Vol.E97-D, No.11, pp.2888-2920, 2014.

  • Guanwen Zhang, Jien Kato, Yu Wang and Kenji Mase, "People Re-identification with Local Distance Comparison using Learned Metric", IEICE Transaction on Information and Systems, Vol.E97-D, No.9, pp.2461-2472, 2014.

  • Guanwen Zhang, Jien Kato, Yu Wang and Kenji Mase, "Multi-Stage Deep Convolutional Learning for People Re-identification", International Journal of Computer Systems Science & Engineering, Vol.29, No.4, pp.243-257, 2014.

  • ’©‘q~, •½ŽR‚Žk, ŠÛ’J‹XŽj, ‰Á“¡ƒWƒF[ƒ“, ŠÔ£Œ’“ñCu‘½Ž‹“_‰f‘œ‚ÌŽ‹’®—š—ð‚ð—p‚¢‚½Ž‹“_‘JˆÚ—\‘ªƒ‚ƒfƒ‹‚ÌŒŸ“¢vClH’m”\Šw‰ï˜_•¶Ž, Vol.29, No.1, pp.207-212, 2014.

  • Yu Wang, Jien Kato and Kenji Mase, "Summarizing Nursery School Surveillance Videos by Distance Metric Learning", Journal of Information Processing, Vol.22, No.1, pp.56-66, 2014.

  • ‰Á“¡ƒWƒF[ƒ“C”’{—ɁC‰¤ú¹CŠÔ£Œ’“ñCu‘½‚­‚̉摜‚ª‹¤—L‚·‚éwˆê”ʃNƒ‰ƒXx‚É’…–Ú‚µ‚½ŒP—û‰æ‘œ‚Ì‘I‘ðvCî•ñˆ—Šw‰ï˜_•¶Ž, Vol.55, No.1, pp.542-552, 2014.

  • Guanwen Zhang, Yu Wang, Jien Kato, Takafumi Marutani and Kenji Mase, "Local Distance Comparison for Multiple-shot People Re-identification", Computer Vision-ACCV 2012, LNCS 7726,  K.M.Lee, Y.Matsushita, J.M.Rehg, Z.Hu (Eds.), pp.677-690, Springer, 2013.

[3] International Conference/Workshop (Refereed)

  • Yu Wang and Jien Kato, "Collision Risk Rating of Traffic Scene from Dashboard Cameras", Proc. of International Conference on Digital Image Computing: Techniques and Application (DICDA 2017), Sydney, Australia, pp.-, Nov.29-Dec.1, 2017.  Accepted

  • Dichao Liu, Yu Wang and Jien Kato, "Evaluation of Triple-Stream Convolutional Networks for Action Recognition", Proc. of International Conference on Digital Image Computing: Techniques and Application (DICDA 2017), Sydney, Australia, pp.-, Nov.29-Dec.1, 2017.  Accepted

  • Longjiao Zhao, Yu Wang and Jien Kato, "Local Features Augmenting for Better Image Retrieval", Proc. of International Conference on Digital Image Computing: Techniques and Application (DICDA 2017), Sydney, Australia, pp.-, Nov.29-Dec.1, 2017.  Accepted

  • Cao Cong, Yu Wang, Jien Kato, Guanwen Zhang and Kenji Mase, "Solving Occlusion Problem in Pedestrian Detection by Construction Discriminative Part Layers", IEEE Winter Conference on Applications of Computer Vision (WACV 2017), Santa Rosa, U.S.A., pp.91-99, March 27-29, 2017. [pdf]

  • Yoshihito Kokubo, Yu Wang, Jien Kato, Guanwen Zhang and Kenji Mase, "Add-on Strategies for Fine-grained Pedestrian Classification", Proc. of International Conference on Digital Image Computing: Techniques and Application (DICDA 2016), Gold Coast, Australia, pp.532-537, Nov.30-Dec.2, 2016. [pdf]

  • Kie Tian, Mayu Urata, katsuhiro Mouri, Mamoru Endo, Takami Yasuda and Jien Kato, "Development of a Real-World Oriented Smartphone AR Supported Learning System for Seasonal Constellation Observation", Proc. of The 23rd Internatinal Conference on Computers in Education (ICCE 2015), short paper, pp.390-395, Hangzhou, China, Nov.30-Dec.4, 2015.

  • Guanwen Zhang, Jien Kato, Yu Wang and Kenji Mase, "How to Initialize the CNN for Small Datasets: Extracting Discriminative Filters from Pre-trained Model", Proc. of The 3rd IAPR Asian Conference on Pattern Recognition (ACPR'2015), PS2-34, Kuala Lumpur, Malaysia, Nov.3-6, 2015.

  • Yu Wang and Jien Kato, "Video-level Violence Rating with Rank Prediction", Proc. of The 3rd IAPR Asian Conference on Pattern Recognition (ACPR'2015), PS1-04, Kuala Lumpur, Malaysia, Nov.3-6, 2015.

  • Yu Wang and Jien Kato, "Action Recognition with Approximate Sparse Coding", Proc. of IEEE International Conference on Image Processing (ICIP'2015), ARS-P1.1, Quebec City, Canada, Sept.27-30, 2015. Best 10% Paper Award

  • Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase. "A Novel Approach for Annotation-based Image Retrieval using Deep Architecture", Proc. of the 9th International Conference on Frontier of Computer Science & Technology (FCST2015), Dalian, China, Aug.26-29, 2015. Best Paper Award

  • Guanwen Zhang, Jien Kato, Yu Wang and Kenji Mase, "People Re-identification Using Two-Stage Transfer Metic Learning", Proc. of IAPR International Conference on Machine Vision Applications (MVA'15), Tokyo, Japan, May 18-22, 2015.

  • Wang Yu and Jien Kato, "Action Recognition with Shot Boundary Detection and Decoded iDT Features", ECCV2014 Workshop on THUMOS Challenge: Action Recognition with a Large Number of Classes, Zurich, Swiss, Sept. 6-12, 2014.

  • Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase, "People Re-identification Using Deep Convolutional Neural Network", Proc. of The 9th International Conference on Computer Vision Theory and Applications (VISAPP'14), pp.216-223, Lisbon, Portugal, Jan.5-8, 2014.

  • Takeyuki Suzuki, Jien Kato, Yu Wang and Kenji Mase, "Domain Adaptive Action Recognition with Integrated Feature Selection and Self-training", Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition (ACPR'13), Oral, Okinawa, Japan, Nov. 5-8, 2013.

  • Guanwen Zhang, Jien Kato, Yu Wang and Kenji Mase, "Adaptive Metric Learning in Local Distance Comparison for People Re-identification", Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition (ACPR'13), Okinawa, Japan, Nov.11.5-8, 2013.

  •  Ryo Shirasu, Jien Kato, Yu Wang and Kenji Mase, "Common Class Information based Efficient Training Data Selection for Photo Categorization", Proceedings of 13th IAPR Conference on Machine Vision Applications (MVA'13), pp.194-197, Poster, Kyoto, May, 20-23, 2013.

[4] Domestic Conference

  • Dichao Liu, Yu Wang and Jien Kato,"Spatial Attention Selection for Fine-grained Action Recognition", “d‹CŠÖŒWŠw‰ï“ŒŠCŽx•”˜A‡‘å‰ïu‰‰˜_•¶W, –¼ŒÃ‰®‘åŠwCG4-3, 2017.9.8.[pdf]   IEEE Award

  • ŽOˆäOŠóC‰Á“¡ƒWƒF[ƒ“C‰¤ú¹,"ŽÔÚƒJƒƒ‰‰f‘œ‚ð—p‚¢‚½”ÏŽGó‹µ‚̐„’è", “d‹CŠÖŒWŠw‰ï“ŒŠCŽx•”˜A‡‘å‰ïu‰‰˜_•¶W, –¼ŒÃ‰®‘åŠwCG4-3, 2017.9.8.[pdf]

  • ¬‹v•Û‰ÃlC‰¤ú¹C‰Á“¡ƒWƒF[ƒ“CŠÔ£Œ’“ñCu•”•ª‚Æ‘S‘̂𒍖ڂµ‚½CNN‚Ì—Z‡‚É‚æ‚é•àsŽÒ‚Ì‘®«‚̏ڍהFŽ¯vC“dŽqî•ñ’ʐMŠw‰ï‹Zp•ñ(PRMU), 116(461), pp.87-90, –kŠC“¹‘åŠw, 2017.2.18. [pdf]

  • Cong Cao, Yu Wang, Jien Kato and Kenji Mase, "Part-aware CNN for Pedestrian Detection", “dŽqî•ñ’ʐMŠw‰ï‹Zp•ñ(PRMU), 116(461), pp.87-90, Hokkaido University, 2017.2.18. [pdf]

  • Dichao Liu, Yu Wang, Jien Kato and Kenji Mase, "Evaluation of Triple-stream Convolutional Network for Action Recognition", “dŽqî•ñ’ʐMŠw‰ï‹Zp•ñ(PRMU), 116(461), pp.91-94, Hokkaido University, 2017.2.18.

  • Longjiao Zhao, Yu Wang, Jien Kato and Kenji Mase, "More Convolution Filters for Beter Image Retrieval", “dŽqî•ñ’ʐMŠw‰ï‹Zp•ñ(PRMU), 116(461), Hokkaido University, pp.211-212, 2017.2.18.

  • Yingying Di, Yu Wang, Jien Kato and Kenji Mase, "A Dataset of Dashboard Camera Videos for Driving Danger Detection", î•ñˆ—Šw‰ï‘æ79‰ñ‘S‘‘å‰ïCpp.2-447-2-448, Nagoya University, 2017.3.16-18. [pdf]

  • ŽOˆäOŠóC‰¤ú¹C‰Á“¡ƒWƒF[ƒ“CŠÔ£Œ’“ñCuŽÔÚƒJƒƒ‰‚Æ•àsŽÒ‚Ì‘®«‚É‚æ‚é•àsŽÒ‚̍s“®—\‘ªvCî•ñˆ—Šw‰ï‘æ79‰ñ‘S‘‘å‰ïCpp.3-251-3-252, –¼ŒÃ‰®‘åŠw, 2017.3.16-18. [pdf]

  • –kŠ_CC‰¤ú¹C‰Á“¡ƒWƒF[ƒ“CŠÔ£Œ’“ñCuŽÔÚƒJƒƒ‰‰f‘œ‚É‚¨‚¯‚éŠëŒ¯‚ÌŒŸ’mvCî•ñˆ—Šw‰ï‘æ79‰ñ‘S‘‘å‰ïCpp.2-455-2-456, –¼ŒÃ‰®‘åŠw, 2017.3.16-18. [pdf]

  • Cong Cao, Guanwen Zhang, Yu Wang, Jien Kato, Kenji Mase, "Pedestrian Detection using Mid-level Body Parts", “dŽqî•ñ’ʐMŠw‰ï‹ZpŒ¤‹†•ñ(PRMU), 116(39), pp.91-94, Nagoya University, 2016.5.19. Monthly Best Presentation Award

  • ¬‹v•Û‰Ãl, ƒƒ“ƒ†, ‰Á“¡ƒWƒF[ƒ“, ŠÔ£Œ’“ñCu“Œvî•ñ‚ð—p‚¢‚½•àsŽÒ‚̐¸×•ª—ށvC“dŽqî•ñ’ʐMŠw‰ïƒpƒ^[ƒ“”FŽ¯EƒƒfƒBƒA—‰ðŒ¤‹†‰ï(PRMU), ‘åã‘åŠw, pp.169-173, 2016.1.22.

  • “à“¡‹M, ‰¤ú¹, ‰Á“¡ƒWƒF[ƒ“, ŠÔ£Œ’“ñ,uŽž‹óŠÔã–\—̓V[ƒ“ƒ‰ƒxƒŠƒ“ƒOƒc[ƒ‹‚Ì’ñˆÄv, •½¬27”N“x“d‹CŠÖŒWŠw‰ï“ŒŠC˜A‡‘å‰ï, –¼ŒÃ‰®H‹Æ‘åŠw, M4-7, 2015.9.29. [pdf]

  • Cong Cao, Guanwen Zhang, Yu Wang, Jien Kato, "Evaluation of CNN Features in Poselets Classification", •½¬27”N“x“d‹CŠÖŒWŠw‰ï“ŒŠC˜A‡‘å‰ï˜_•¶W, M2-2, –¼ŒÃ‰®H‹Æ‘åŠw, 2015.9.28. [pdf]

  • ¬–쐣—Ç—S, ‰¤ú¹, ‰Á“¡ƒWƒF[ƒ“, ŠÔ£Œ’“ñ,uƒ`ƒ‡ƒE‚ÌŽí—Þ‚ð“Á’è‚·‚镨‘Ì”FŽ¯Žè–@‚ÌŒŸ“¢v, •½¬27”N“x“d‹CŠÖŒWŠw‰ï“ŒŠC˜A‡‘å‰ï, M2-1, –¼ŒÃ‰®H‹Æ‘åŠw, 2015.9.28. [pdf]

  • ¬‹v•Û‰Ãl, ƒƒ“ƒ†, ‰Á“¡ƒWƒF[ƒ“, ŠÔ£Œ’“ñCuƒT[ƒtƒFƒXƒŒƒCƒAƒEƒg‚ð—p‚¢‚½’PŠáƒJƒƒ‰‰f‘œ‚©‚ç‚̘H–ʈʒu„’èvC“dŽqî•ñ’ʐMŠw‰ïƒpƒ^[ƒ“”FŽ¯EƒƒfƒBƒA—‰ðŒ¤‹†‰ï(PRMU)Cpp.19-22, 2015.5.

  • ‰Á“¡ƒWƒF[ƒ“, ‰¤ú¹,uƒrƒfƒIƒRƒ“ƒeƒ“ƒc‚É‚¨‚¯‚é–\—Í“x‚ÌŽ©“®ƒŒ[ƒeƒBƒ“ƒOv, “dŽqî•ñ’ʐMŠw‰ï‹ZpŒ¤‹†•ñ(PRMU), Œc‰ž‘åŠw, pp.235-238, 2015.3.19-20.

  • —é–ؐ“ŽjC‰¤ú¹C‰Á“¡ƒWƒF[ƒ“CŠÔ£Œ’“ñCuƒNƒƒXƒf[ƒ^ƒZƒbƒg‚ɑ΂·‚éƒZƒ‹ƒtƒgƒŒ[ƒjƒ“ƒO‚ł̃f[ƒ^‘I‘ðŽè–@‚Ì’ñˆÄvC“dŽqî•ñ’ʐMŠw‰ï‹ZpŒ¤‹†•ñ(PRMU)C‹ãB‘åŠwCpp.85-89, 2014.12.11-12.

  • “à“¡‹M, ‰Á“¡ƒWƒF[ƒ“, ‰¤ú¹, ŠÔ£Œ’“ñ,uŽž‹óŠÔ“Á’¥‚ð—p‚¢‚½YouTubeã‚̃rƒfƒI“à‚Ì–\—̓V[ƒ“ŒŸov, ‘æ3‰ñî•ñ‰ÈŠw‹ZpƒtƒH[ƒ‰ƒ€(FIT2014)C’}”g‘åŠw, pp.185-188, 2014.9.3-5.

  • Guanwen Zhang, Jien Kato, Yu Wang, Kenji Mase, "People Re-identification with Auxiliary Knowledge", “dŽqî•ñ’ʐMŠw‰ïƒpƒ^[ƒ“”FŽ¯EƒƒfƒBƒA—‰ðŒ¤‹†‰ï(PRMU), pp.251-255, 2014.1.

  • Yu Wang, Jien Kato and Kenji Mase, "Action Recognition with Bundled Pose Representation",‘æ16‰ñ‰æ‘œ”FŽ¯E—‰ðƒVƒ“ƒ|ƒWƒEƒ€iMIRU2013j˜_•¶W, SS2-4, ‘—§î•ñŠwŒ¤‹†Š, ƒ|ƒXƒ^[, ¸“Ç—L, 2013.7.29-8.1.

  • Takeyuki Suzuki, Jien Kato, Yu Wang and Kenji Mase, "Domain Adaptive Action Recognition with Integrated Feature Selection and Self-training", ‘æ16‰ñ‰æ‘œ”FŽ¯E—‰ðƒVƒ“ƒ|ƒWƒEƒ€iMIRU2013j˜_•¶W, SS3-6, ‘—§î•ñŠwŒ¤‹†Š, ƒ|ƒXƒ^[, ¸“Ç—L,

  • ’©‘q~, •½ŽR‚Žk, ŠÛ’J‹XŽj, ‰Á“¡ƒWƒF[ƒ“, ŠÔ£Œ’“ñ, u‘½Ž‹“_‰f‘œ‚ÌŽŽ’®—š—ð‚ð—p‚¢‚½Ž‹“_‘JˆÚ—\‘ªƒ‚ƒfƒ‹‚ÌŒŸ“¢v, 2G1-1, ‘æ27‰ñlH’m”\Šw‰ï‘S‘‘å‰ï, •xŽR‘Û‰ï‹cê, 2013.6.4-7.

[5] Patents

  • Žá—ѕۍFC“c’†½ˆêC‰Á“¡ƒWƒF[ƒ“C‰¤ú¹Cu‰f‘œ•\Ž¦‘•’uCŽ‹’®§Œä‘•’u‹y‚ÑŽ‹’®§ŒäƒvƒƒOƒ‰ƒ€vCoŠè”ԍ†F2014-192741CoŠè“úF2014.9.22.

  • “c’†½ˆêCŽá—ѕۍFC‰Á“¡ƒWƒF[ƒ“C‰¤ú¹Cu‰f‘œ•\Ž¦‘•’uCŽ‹’®§Œä‘•’uvC oŠè”ԍ†:2014-192742CoŠè“ú:2014.9.22.

  • ‰Á“¡ƒWƒF[ƒ“C‰¤ú¹CuƒrƒfƒIƒRƒ“ƒeƒ“ƒc–\—Í“x•]‰¿‘•’uCƒrƒfƒIƒRƒ“ƒeƒ“ƒc–\—Í“x•]‰¿•û–@‚¨‚æ‚уrƒfƒIƒRƒ“ƒeƒ“ƒc–\—Í“x•]‰¿ƒvƒƒOƒ‰ƒ€vC“ÁŠè:2014-022845.

 [6] Thesis

  • ‰J‹{ËŽq, uCNN‚ð—p‚¢‚½‘æˆêˆóÛ‚ÌŽ©“®„’èv, Undergraduate thesis, 2017.2.

  • –kŠ_C, uŽÔÚƒJƒƒ‰‰f‘œ‚É‚¨‚¯‚鎖ŒÌƒŠƒXƒN‚̃Œ[ƒeƒBƒ“ƒOv, Undergraduate thesis, 2017.2.

  • ¬‹v•Û‰Ãl, u•àsŽÒ‚Ì‘®«”FŽ¯‚É‚¨‚¯‚鐸“xŒüã‚Ì‚½‚߂̒ljÁŒ^Žè–@‚ÉŠÖ‚·‚錤‹†v, Master thesis, 2017.1. [pdf]

  • Cong Cao, gA Part-aware Deep Learning Approach for Handling Occlusion Issues in Pedestrian Detectionh, Master thesis, 2017.1. [pdf]

  • ¬–쐣—Ç—C,uƒ`ƒ‡ƒE‚̏ڍהFŽ¯‚Ì‚½‚߂̃f[ƒ^ƒZƒbƒg‚̍쐬‚¨‚æ‚Ñ—L—p«‚̍lŽ@vCUndergraduate thesis, 2016.2.

  • “à“¡‹M, u–\—̓V[ƒ“”FŽ¯‚Ì‚½‚ß‚ÌŽåŠÏE‹qŠÏƒ‰ƒxƒ‹•t‚«ƒf[ƒ^ƒZƒbƒg‚̍쐬v, Master thesis, 2016.1.

  • —é–ؐ“ŽjCuƒNƒƒXƒf[ƒ^ƒZƒbƒg‚É‚¨‚¯‚és“®”FŽ¯Ší‚ÌŠwKƒAƒ‹ƒSƒŠƒYƒ€vCMaster thesis, 2015.1.

  • ¬‹v•Û‰ÃlCuƒT[ƒtƒFƒXƒŒƒCƒAƒEƒg‚ð—p‚¢‚½’PŠáƒJƒƒ‰‰f‘œ‚©‚ç‚̘H–ʈʒu„’èvCUndergraduate thesis, 2015.2.

  • Guanwen Zhang, "A Study of Real-word People Re-identification", PhD thesis, 2014.9.29.

  Visiting

  • 2017.1.18-20, Prof. Keqiu Li of Tanjin Unversity, China.

  • 2016.26, ÂŠCŽt”Í‘åŠwƒ`ƒxƒbƒgŒêî•ñˆ—‹³ˆç•”d“_ŽÀŒ±ŽºŒ±Žû

  • 2016.22-30, ‹³ˆç•”t晖Œv‰æC¼‰Ø‘åŠwi¬“sjCÂŠCŽt”Í‘åŠwi¼”Jj‚ð–K–â

  • 2016.10.1-2017.9.30, Heng Qi (Dalian University of Technology), JSPS Postdoctoral Fellowship

  • 2015.11.13-14, Prof. Keqiu Li of Tanjin Unversity, China.

    
2016-12-30