Shin'ichi Satoh's Lab

2018

Journal

Learning from Cross-Domain Media Streams for Event-of-Interest Discovery
Wen-Yu Lee, Winston H. Hsu, and Shin'ichi Satoh
IEEE Trans. on Multimedia, Vol. 20, No. 1, 2018.
A Survey of Product Quantization
Yusuke Matsui, Yusuke Uchida, Hervé Jégou, and Shin'ichi Satoh
ITE Transactions on Media Technology and Applications, Vol.6, No.1, pp.2-10, 2018.
Towards robots reasoning about group behavior of museum visitors: Leader detection and group tracking
Karla Trejo, Cecilio Angulo, Shin'ichi Satoh,and Mayumi Bono
Journal of Ambient Intelligence and Smart Environments, vol. 10, no. 1, pp. 3-19, 2018.
Multilevel Thresholding Color Image Segmentation Using a Modified Artificial Bee Colony Algorithm
Sipeng Zhang, Wei Jiang, and Shin'ichi Satoh
IEICE Trans. on Information and Systems, accepted, 2018.

Conference

Tracked Instance Search
Andreu Girbau, Ryota Hinami, Shin'ichi Satoh
International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, Apr. 15-20, 2018.
Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification
Z. Wang, M. Ye, F. Yang, X. Bai, and S. Satoh
IJCAI-ECAI-2018, Stockholm, Sweden, July 13-19, 2018.
Revisiting Column-Wise Vector Quantization for Memory-Efficient Matrix Multiplication
Yusuke Matsui, and Shin'ichi Satoh
Proc. of ICIP, Athens, Greece, October 7-10, 2018.
Keypoint Matching for Non-Rigid Object via Locally Consistent Visual Pattern Mining
Shuhei Tarashima, Jun Shimamura, Tetsuya Kinebuchi, and Shin'ichi Satoh
Proc. of ICIP, Athens, Greece, October 7-10, 2018.
Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation
R. Hinami, and S. Satoh
Empirical Methods in Natural Language Processing (EMNLP) 2018, Brussels, Belgium, Oct. 31-Nov. 4, 2018.
Reconfigurable Inverted Index
Y. Matsui, R. Hinami, S. Satoh
ACM Multimedia (ACMMM2018), Seoul, Korea, Oct. 22-26, 2018.
Incremental Deep Hidden Attribute Learning
Z. Wang, X. Bai, M. Ye, S. Satoh
ACM Multimedia (ACMMM2018), Seoul, Korea, Oct. 22-26, 2018.
Harnessing AI for Speech Reconstruction using Multi-view Silent Video Feed
Y. Kumar, M. Aggarwal, P. Nawal, S. Satoh, R. Shah, R. Zimmermann
ACM Multimedia (ACMMM2018), Seoul, Korea, Oct. 22-26, 2018.


2017

Journal

Adaptive Substring Extraction and Modified Local NBNN Scoring for Binary Feature-based Local Mobile Visual Search without False Positives
Yusuke Uchida, Shigeyuki Sakazawa, and Shin'ichi Satoh
ITE Transactions on Media Technology and Applications, Vol. 5, No. 1, pp. 24-34, 2017.
Exploiting Spatial-Temporal Context for Trajectory Based Action Video Retrieval
Lelin Zhang, Zhiyong Wang, Tingting Yao, Shin'ichi Satoh, Tao Mei, and David Dagan Feng
Multimedia Tools and Applications, accepted, 2017.
Audience Behavior Mining by Integrating TV Ratings with Multimedia Contents
Ryota Hinami and Shin'ichi Satoh
IEEE MultiMedia, Vol. 24, No. 2, pp. 44-54, 2017.
Instance Search Retrospective with Focus on TRECVID
George Awad, Wessel Kraaij, Paul Over, and Shin'ichi Satoh
International Journal of Multimedia Information Retrieval, Vol. 6, No. 1, pp. 1-29, 2017.
画像・テキスト・感情語の潜在的な相関に基づく画像の感情分類
桂井 麻里衣, 佐藤 真一
日本データベース学会和文論文誌, Vol. 15, Article No. 10, 2017.
An adjustable-purpose image watermarking technique by particle swarm optimization
Frank Y. Shih, Xin Zhong, I-Cheng Chang, and Shin'ichi Satoh
Multimedia Tools and Applications, accepted, 2017.
Supervised Distributed Hashing for Large-Scale Multimedia Retrieval
Deming Zhai, Xianming Liu, Xiangyang Ji, Debin Zhao, Shin'ichi Satoh, and Wen Gao
IEEE Trans. on Multimedia, 2017 (online on Sep. 4 2017).
Person Reidentification via Discrepancy Matrix and Matrix Metric
Zheng Wang, Ruimin Hu, Chen Chen, Yi Yu, Junjun Jiang, Chao Liang, and Shin'ichi Satoh
IEEE Transactions on Cybernetics, 10.1109/TCYB.2017.2755044, 2017.
Digital Watermarking for Deep Neural Networks
Yuki Nagai, Yusuke Uchida, Shigeyuki Sakazawa and Shin'Ichi Satoh
International Journal of Multimedia Information Retrieval, Vol. 7, No. 1, pp. 3-16, 2018.

Conference

Embedding Watermarks into Deep Neural Networks
Yusuke Uchida, Yuki Nagai, Shigeyuki Sakazawa and Shin'Ichi Satoh
International Conference on Multimedia Retrieval (ICMR2017), Bucharest, Romania, June 6-9, 2017.
Estimating Political Leanings from Mass Media via Graph-Signal Restoration with Negative Edges
Benjamin Renoust, Gene Cheung, and Shin'ichi Satoh
International Conference on Multimedia and Expo (ICME2017), Hong Kong, China, July 10-14, 2017.
Information Retrieval Model using Generalized Pareto Distribution and Its Application to Instance Search
Masaya Murata, Kaoru Hiramatsu and Shin'ichi Satoh
ACM SIGIR Conference, Short Paper, Tokyo, Japan, Aug. 7-11, 2017.
Energy Based Fast Event Retrieval in Video with Temporal Match Kernel
Junfu Pu, Yusuke Matsui, Fan Yang, and Shin'ichi Satoh
International Conference on Image Processing (ICIP2017), Beijing, China, Sep. 17-20, 2017.
Community Detection Using Random-Walk Similarity and Application to Image Clustering
Makoto Okuda, Shin'ichi Satoh, Shoichiro Iwasawa, Shunsuke Yoshida, Yutaka Kidawara, and Yoichi Sato
International Conference on Image Processing (ICIP2017), Beijing, China, Sep. 17-20, 2017.
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge
Ryota Hinami, Tao Mei, Shin'ichi Satoh
International Conference on Computer Vision (ICCV2017), Venice, Italy, Oct. 22-29, 2017.
Region-Based Image Retrieval Revisited
Ryota Hinami, Yusuke Matsui, Shin'ichi Satoh
ACM Multimedia (ACMMM2017), Mountain View, USA, Oct. 23-27, 2017.
Statistical Inference of Gaussian-Laplace Distribution for Person Verification
Z. Wang, R. Hu, Y. Yu, J. Jiang, J. Ma, S. Satoh
ACM Multimedia, Mountain View, CA, USA, Oct. 23-27, 2017.
P-S Instance Retrieval via Early Elimination and Late Expansion
Jiamei Lan, Jun Chen, Zheng Wang, Chao Liang, Shin’ichi Satoh
ACM Multimedia Workshop on Visual Analysis for Smart and Connected Communities, Mountain View, CA, USA, Oct. 23-27, 2017.
Temporal Matching Kernel with Embedded Stability-Sensitive Filter
Fan Yang, Sébastien Poullot and Shin'ichi Satoh
IEEE International Symposium on Multimedia (ISM 2017), Short paper, Taichung, Taiwan, Dec. 11-13, 2017.
Deep Image Retrieval Applied on Kotenseki Ancient Japanese Literature
Chairath Sirirattanapol, Yusuke Matsui, Shin'Ichi Satoh, Kuninori Matsuda and Kazuaki Yamamoto
The First IEEE International Workshop on Machine Learning and Computing for Visual Semantic Analysis (MLCSA 2017), in conjunction with IEEE International Symposium on Multimedia (ISM 2017), Taichung, Taiwan, Dec. 11-13, 2017.

Misc

特定物体の固有名詞を取り扱う画像キャプション生成,
柳井 孝仁, 佐藤 真一
画像の認識・理解シンポジウム MIRU2017, PS2-35, 2017.
羊 帆, Sebastien Poullot, 佐藤 真一
バースト検出能力を持つフィルタを埋め込んだ時間的な照合カーネルによる映像検索
画像の認識・理解シンポジウム MIRU2017, PS2-43, 2017.
石寺 永記, 佐藤 真一, 岩澤 昭一郎, 吉田 俊介, 奥田 誠, 木俵 豊
災害時の画像による被災状況評価のための街並み画像DB構築に向けた一検討
画像の認識・理解シンポジウム MIRU2017, PS3-37, 2017.
日並 遼太, 佐藤 真一
領域特徴の索引に基づく大規模画像群からの高速一般物体検出
画像の認識・理解シンポジウム MIRU2017, PS3-42, 2017.
松井 勇佑, 佐藤 真一, 松田 訓典, 山本 和明
古典籍に対する画像検索
画像の認識・理解シンポジウム MIRU2017, PS3-44, 2017


2016

Book

人工知能学事典新版(仮), 「映像データベース・検索」
佐藤真一
Self-localization and Navigation in Dynamic Search Hierarchy for Video Retrieval Interface
Tomoko Kajiyama and Shin'ichi Satoh
in Skulimowski, Andrzej M.J., Kacprzyk, Janusz Eds., Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions, Selected Papers from KICSS'2013 - 8th International Conference on Knowledge, Information, and Creativity Support Systems, No vember 7-9, 2013, Krakow, Poland, 2016.

Journal

Scalable Face Track Retrieval in Video Archives using Bag-of-Faces Sparse Representation
Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, and Winston H. Hsu
IEEE Trans. on Circuits and Systems for Video Technology, doi: 10.1109/TCSVT.2016.2538520, published on 4, March, 2016.
Query Bootstrapping: A Visual Mining based Query Expansion
Siriwat Kasamwattanarote, Yusuke Uchida, and Shin'ichi Satoh
IEICE Trans. on Information and Systems, DOI: 10.1587/transinf.2015EDP7193, Vol. E99-D, No. 2, pp. 454-466, 2016.
Bidirectional Extraction and Recognition of Scene Text with Layout Consistency
Ryota Hinami, Xinhao Liu, Naoki Chiba, and Shin'ichi Satoh
International Journal on Document Analysis and Recognition, Vol. 19, No. 2, pp. 83-98, DOI: 10.1007/s10032-016-0261-7, published online 23 Feb. 2016.
Evaluation of Multiple Features for Violent Scenes
Vu Lam, Sang Phan, Duy-Dinh Le, Duc Anh Duong, and Shin'ichi Satoh
Multimedia Tools and Applications, DOI: 10.1007/s11042-016-3331-4, publish online, 2016.
Human Action Recognition from Depth Videos Using Pool of Multiple Projections with Greedy Selection
Chien-Quang Le, Sang Le Phan, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, and Duc Anh Duong
IEICE Trans. on Information and Systems, Vol. E99-D, No. 8, pp. 2161-2171, Aug. 2016.
When face-tracking meets social networks: a story of politics in news videos
Benjamin Renoust, Tetsuro Kobayashi, Thanh Duc Ngo, Duy Dinh Le, and Shin'ichi Satoh
Applied Network Science, Vol. 1, No. 1, pp. 1-25, DOI: 10.1007/s41109-016-0003-2, 2016.
Bayesian Exponential Inverse Document Frequency and Region-of-Interest Effect for Enhancing Instance Search Accuracy
Masaya Murata, Hidehisa Nagano, Kaoru Hiramatsu, Kashino Kunio, and Shin'ichi Satoh
IEICE Trans. on Information and Systems, Vol. E99-D, No. 9, pp. 2320-2331, 2016.
Image Retrieval with Fisher Vectors of Binary Features
Y. Uchida, S. Sakazawa, and S. Satoh
ITE Transactions on Media Technology and Applications, Vol. 4, No. 4, pp. 326-336, 2016.
Web Image Search Re-ranking with Click-based Similarity and Typicality
Xiaopeng Yang, Tao Mei, Yongdong Zhang, Jie Liu, and Shin'ichi Satoh
IEEE Trans. on Image Processing, Vol. 25, No. 10, pp. 4617-4630, 2016.
Visual Analytics of Political Networks from Face-tracking of News Video
Benjamin Renoust, Duy-Dinh Le, and Shin'ichi Satoh
IEEE Trans. on Multimedia, Vol. 18, Issue 11, pp. 2184-2195, 2016.
Efficient Large-Scale Multi-Class Image Classification By Learning Balanced Trees
Duy-Dinh Le, Tien-Dung Mai, Thanh Duc Ngo, Duc Anh Duong, Kiem Hoang, and Shin'ichi Satoh
Computer Vision and Image Understanding (CVIU), Vol. 156, pp. 151-161, 2017.

Conference

Image Sentiment Analysis Using Latent Correlations among Visual, Textual, and Sentiment Views
Marie Katsurai and Shin'ichi Satoh
Proc. of ICASSP, Shanghai, China, March 20-25, 2016.
Network Visual Analytics of News Videos based on Facetracking
Benjamin Renoust, Duy-Dinh Le and Shin'ichi Satoh
IEEE PacificVis 2016, Taipei, Taiwan, April 19 to 22, 2016.
Using Node Relationships for Hierarchical Classification
Tien-Dung Mai, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong, Kiem Hoang, and Shin'ichi Satoh
Proc. of ICIP, Phoenix, USA, Sep. 25-28, 2016.
Faster R-CNN Features for Instance Search
A. Salvador, X. Giro-Nieto, F. Marques, S. Satoh
Workshop on DeepVision, in conjunction with CVPR, 2016.
Large-scale R-CNN with Classifier Adaptive Quantization
Ryota Hinami and Shin'ichi Satoh
Proc. of European Conference on Computer Vision (ECCV2016), 2016.
Efficient Large Scale Image Classification via Prediction Score Decomposition
Duy-Dinh Le, Tien-Dung Mai, Shin'ichi Satoh, Thanh Duc Ngo, and Duc Anh Duong
Proc. of European Conference on Computer Vision (ECCV2016), 2016.
News archive exploration combining face detection and tracking with network visual analytics
Benjamin Renoust, Thanh Duc Ngo, Duy-Dinh Le, and Shin'ichi Satoh
ACM Multimedia, Demo, 2016.
Geometric Verification Using Semi-2D Constraints for 3D Object Retrieval
Kohei Matsuzaki, Yusuke Uchida, Shigeyuki Sakazawa, and Shin'ichi Satoh
Proc. of International Conference on Pattern Recognition (ICPR2016), 2016.
Unsupervised Learning of Supervoxel Embeddings for Video Segmentation
Mehran Khodabandeh, Srikanth Muralidharan, Arash Vahdat, Nazanin Mehrasa, Eduardo M. Pereira, Shin'ichi Satoh, and Greg Mori
Proc. of International Conference on Pattern Recognition (ICPR2016), 2016.
Concept-Level Multimodal Ranking of Flickr Photo Tags via Recall Based Weighting
Rajiv Shah, Yi Yu, Suhua Tang, Shin'ichi Satoh, Akshay Verma, and Roger Zimmermann
Multimedia Commons Workshop 2016, in conjunction with ACM Multimedia 2016, Amsterdam, The Netherlands, October 16, 2016.
Video Event Detection by Exploiting Word Dependencies from Image Captions
Sang Phan, Yusuke Miyao, Duy-Dinh Le, and Shin'ichi Satoh
International Conference on Computational Linguistics (COLING), Osaka, Japan, December 13-16, 2016.
Generating Video Description using Sequence-to-sequence Model with Temporal Attention
Natsuda Laokulrat, Sang Phan, Noriki Nishida, Zhongyuan Zhu, Yo Ehara, Naoaki Okazaki, Yusuke Miyao, and Hideki Nakayama
International Conference on Computational Linguistics (COLING), Osaka, Japan, December 13-16, 2016.
Audience Behavior Mining by Integrating TV Ratings with Multimedia Contents
Ryota Hinami and Shin'ichi Satoh
IEEE International Symposium on Multimedia (ISM 2016), San Jose, USA, December 11-13, 2016.
Unsupervised Estimation of Video Continuity Model from Large-Scale Video Archives and Its Application to Shot Boundary Detection
Norio Katayama, Hiroshi Mo, and Shin'ichi Satoh
IEEE International Symposium on Multimedia (ISM 2016), San Jose, USA, December 11-13, 2016.

Misc

【招待ショートサーベイ】直積量子化を用いた近似最近傍探索
松井勇佑
PRMU, Sept., 2016.


2015

Book

第2章 画像・映像検索の進化
佐藤真一, 片山紀生, 孟洋
高野明彦 監修、 ``検索の新地平 集める、探す、見つける、眺める,'' 角川インターネット講座, 角川, 2015.

Journal

Automated Real-Time Video Surveillance Summarization Framework
Nagul Cooharojananone, Siriwat Kasamwattanarote, Rajalida Lipikorn, and Shin'ichi Satoh
Journal of Real-Time Image Processing, doi:10.1007/s11554-012-0280-7, pubdate: 20 Oct 2012, Vol. 10, No. 3, pp. 513-532, 2015.

Conference

Vehicle Tracking in Low Hue Contrast Based on CAMShift and Background Subtraction
Nitipat Sirikuntamat, Shin'ichi Satoh, and Thanarat H. Chalidabhongse
International Joint Conference on Computer Science and Software Engineering (JCSSE 2015), Songkhla, Thailand, July 22-24, 2015.
PVSS: Portable Visual Search Service for Researchers
Siriwat Kasamwattanarote and Shin'ichi Satoh
The 7th International Conference on Internet Multimedia Computing and Service (ICIMCS), Zhangjiajie, China, Aug. 19-21, 2015.
Enhanced Visualization of News Shot Cloud with Employing Circular Layout
Norio Katayama, Hiroshi Mo, and Shin'ichi Satoh
The 8th International Symposium on Visual Information Communication and Interaction (VINCI), Tokyo, Japan, Aug. 24-26, 2015 .
Learning Balanced Trees for Large Scale Image Classification
Tien-Dung Mai, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong, Kiem Hoang, and Shin'ichi Satoh
ICIAP, Geneva, Italy, Sept. 7-11, 2015.
Large Scale Multi-Class Classification Using Latent Classifiers
Tien-Dung Mai, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong, Kiem Hoang, and Shin'ichi Satoh
2015 IEEE International Workshop on Multimedia Signal Processing (MMSP2015), Xiamen, China, Oct. 19-21, 2015.
Query-Adaptive Late Fusion with Neural Network for Instance Search
Vinh-Tiep Nguyen, Dinh-Luan Nguyen, Minh-Triet Tran, Duy-Dinh Le, Duc Anh Duong, and Shin'ichi Satoh
2015 IEEE International Workshop on Multimedia Signal Processing (MMSP2015), Xiamen, China, Oct. 19-21, 2015.
Human Action Recognition from Depth Videos Using Multi-Projection based Representation
Chien Le, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, and Duc Anh Duong
2015 IEEE International Workshop on Multimedia Signal Processing (MMSP2015), Xiamen, China, Oct. 19-21, 2015.
Temporal matching kernel with explicit feature maps
Sebastien Poullot, Anh Nguyen Phuong, Shunsuke Tsukatani, Herve Jegou, and Shin'ichi Satoh
ACM Multimedia, Full paper, Brisbane, Australia, 26-30 October, 2015.
Multimedia Event Detection Using Event-Driven Multiple Instance Learning
Sang Phan, Duy-Dinh Le, Shin'ichi Satoh
ACM Multimedia, Short paper, Brisbane, Australia, 26-30 October, 2015.
Local Feature Reliability Measure Using Multiview Synthetic Images for Mobile Visual Search
Kohei Matsuzaki, Yusuke Uchida, Shigeyuki Sakazawa, and Shin'ichi Satoh
Asian Conference on Pattern Recognition (ACPR2015), Kuala Lumpur, Malaysia, 3-6 Nov., 2015.
Cross-view Action Recognition by Projection-based Augmentation
Chien-Quang Le, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, and Duc Anh Duong
Pacific-Rim Symposium on Image and Video Technology 2015 (PSIVT 2015), Auckland, New Zealand, 23-27 Nov., 2015.
A Social Network Analysis of Face Tracking in News Video
Benjamin Renoust, Thanh Duc Ngo, Duy Dinh Le, and Shin'ichi Satoh
International Workshop on Complex Networks and their Applications, in conjunction with International Conference on Signal Image Technology and Internet Based Systems (SITIS), Bangkok, Thailand, Nov. 23-27, 2015.

Misc

RGB-D データによる人物姿勢推定のインタラクション研究への応用
杉本達哉, Chien-Quang Le, 坊農真弓, 佐藤真一
情報処理学会第77回全国大会, 5Z-09, 3月19日, 2015.
Simultaneous Processing of Text Line Estimation and Scene Text Recognition
Ryota Hinami, Xinhao Liu, Naoki Chiba, and Shin'ichi Satoh
画像の認識・理解シンポジウム MIRU2015, 2015.
時間情報を埋め込んだ新たな映像特徴に関する実験的考察
塚谷俊介, Sebastien Poullot, Herve Jegou, 佐藤真一
画像の認識・理解シンポジウム MIRU2015, 2015.
時間情報を埋め込んだ新たな映像特徴についての理論的検討
塚谷俊介, Sebastien Poullot, Herve Jegou, 佐藤真一
第14回情報科学技術フォーラム(FIT2015), H-025, 9月15日, 2015.
四直線推定に基づく情景画像中の文字認識
日並 遼太, 劉 新豪, 千葉 直樹, 佐藤 真一
PRMU, Sept., 2015.


2014

Journal

An Interaction Model between Human and System for Intuitive Graphical Search Interface
Tomoko Kajiyama and Shin'ichi Satoh
Knowledge and Information Systems (KAIS) Journal, Vol. 39, No. 1, pp. 41-60, doi:10.1007/s10115-012-0611-9, 2014.
Multimedia Event Detection Using Segment-based Approach for Motion Feature
Sang Phan, Thanh Duc Ngo, Vu Lam, Son Tran, Duy-Dinh Le, Duc Anh Duong, and Shin'ichi Satoh
Journal of Signal Processing Systems, Vol. 74, No. 1, pp. 19-31, Springer, doi: 10.1007/s11265-013-0825-4, 2014.
BM25 with Exponential IDF for Instance Search
Masaya Murata, Hidehisa Nagano, Ryo Mukai, Kashino Kunio, and Shin'ichi Satoh
IEEE Trans. on Multimedia, Vol. 16, Issue 6, pp. 1690-1699, 2014.
BIG-OH: BInarization of Gradient Orientation Histograms
Junaid Baber, Matthew N. Dailey, Shin'ichi Satoh, and Nitin Afzulpurkar
Image and Vision Computing, Vol. 32, No. 11, pp. 940-953, DOI: 10.1016/j.imavis.2014.08.006, 2014.

Conference

Tell me about TV commercials of this product
Cai-Zhi Zhu, Siriwat Kasamwattanarote, Xiaomeng Wu, and Shin'ichi Satoh
The International Conference on MultiMedia Modeling (MMM2014), Dublin, Ireland, Jan. 8-10, 2014.
NII-UIT: A Tool for Known Item Search by Sequential Pattern Filtering
Thanh Duc Ngo, Vu Hoang Nguyen, Vu Lam, Sang Phan, Duy-Dinh Le, Duc Anh Duong, and Shin'ichi Satoh
The International Conference on MultiMedia Modeling (MMM2014), Video Browser Showdown, Dublin, Ireland, Jan. 8-10, 2014.
Dense Segmentation of Textured Fruits in Video Sequences
Waqar Shahid Qureshi, Shin'ichi Satoh, Matthew N. Dailey, and Mongkol Ekpanyapong
International Conference on Computer Vision Theory and Applications (VISAPP2014), Short paper, 2014.
VabCut: a video extension of GrabCut
Sebastien Poullot and Shin'ichi Satoh
for unsupervised video foreground object segmentation,'' International Conference on Computer Vision Theory and Applications (VISAPP2014), Short paper, 2014.
Recommend-Me: Recommending Query Regions for Image Search
Thanh Duc Ngo, Sang Phan, Duy-Dinh Le, and Shin'ichi Satoh
ACM Symposium on Applied Computing (SAC), Information Access and Retrieval (IAR) Track, Full Paper (Oral), pp. 913-918, 2014.
Image Flows Visualization for Inter-Media Comparison
Masahiko Itoh, Masashi Toyoda, Cai-Zhi Zhu, Shin'ichi Satoh, and Masaru Kitsuregawa
IEEE PacificVis 2014, pp. 129-136, Yokohama, Japan, March 4 to 7, 2014.
An Application Search Interface Including Sense-related Search Facets
Tomoko Kajiyama and Shin'ichi Satoh
Proc. of International Conference on Multimedia Retrieval (ICMR2014), Short Paper, Poster, 2014.
Multi-image aggregation for better visual object retrieval
Cai-Zhi Zhu, Yu-Hui Huang, and Shin'ichi Satoh
Proc. of ICASSP, Florence, Italy, May 4-9, 2014.
Binary Feature-based Image Retrieval with Effective Indexing and Scoring
Yusuke Uchida, Shigeyuki Sakazawa, and Shin'ichi Satoh
IEEE Global Conference on Consumer Electronics (GCCE 2014), SS-AIP session, Makuhari, Japan, Oct. 7-10, 2014.
Sum-max Video Pooling for Complex Event Recognition
Sang Phan, Duy-Dinh Le, and Shin'ichi Satoh
Proc. of ICIP, Paris, France, Oct. 27-30, 2014.
A practical spatial re-ranking method for instance search from videos
Xiao Zhou, Cai-Zhi Zhu, Qiang Zhu, Shin'ichi Satoh, and Yu-Tang Guo
Proc. of ICIP, Paris, France, Oct. 27-30, 2014.
Efficient cross-domain image retrieval by multi-level matching and spatial verification for structural similarity
Che-Chun Lee, Yin-Hsi Kuo, Winston Hsu, Shin'ichi Satoh, and Sebastian Agethen
ACM Multimedia, short paper, Orlando, USA, Nov. 3-7, 2014.
User Emotion Sensing in Search Process based on Chromatic Sensation
Tomoko Kajiyama and Shin'ichi Satoh
Workshop on Human Centered Event Understanding from Multimedia (HuEvent14), co-located with ACM Multimedia 2014, Orlando, Florida, USA, November 3-7, 2014.

Misc

Enhancing Discriminative Powers of Image Key-points for Boosting Instance Search Accuracy
Masaya Murata, Hidehisa Nagano, Ryo Mukai, Kaoru Hiramatsu, Kunio Kashino, and Shin’ichi Satoh
画像の認識・理解シンポジウム MIRU2014, 2014.


2013

Journal

対話的教示欠陥選択に基づく効率的な実欠陥・虚報弁別技術
浦野貴裕, 酒井薫, 前田俊二, 佐藤真一
電子情報通信学会論文誌, Vol. J96-D, No. 1, pp. 221-229, 2013.
カタログ閲覧行動分析に基づく内装コーディネート支援システム
梶山 朋子, 佐藤 真一
電子情報通信学会論文誌, Vol. J96-D, No. 1, pp. 94-109, 2013.
Human Gesture Recognition System for TV Viewing using Time-of-Flight Camera
Masaki Takahashi, Mahito Fujii, Masahide Naemura, and Shin'ichi Satoh
Multimedia Tools and Applications, DOI: 10.1007/s11042-011-0870-6, Vol. 62, No. 3, pp. 761-783, 2013.
Ultrahigh-Speed TV Commercial Detection, Extraction, and Matching
Xiaomeng Wu and Shin'ichi Satoh
IEEE Trans. on Circuits and Systems for Video Technology, Vol. 23, No. 6, pp. 1054-1069, DOI: 10.1109/TCSVT.2013.2248991 , 2013.
[Foreword] Welcome to the Special Section on Multimedia Content Analysis in the Transactions on Media Technology and Appli
Shin'ichi Satoh
cations,'' ITE Transactions on Media Technology and Applications, Vol. 1, No. 2, p. 90, 2013.
Using Trajectory Features to Recognize Human Actions Within Crowd Sequences of Real Surveillance Video
Masaki Takahashi, Masahide Naemura, Mahito Fujii, and Shin'ichi Satoh
ITE Transactions on Media Technology and Applications, Vol. 1, No. 2, pp. 118-126, DOI: 10.3169/mta.1.118, 2013.
Face Retrieval in Large-Scale News Video Datasets
Thanh Duc Ngo, Hung Thanh Vu, Duy-Dinh Le, and Shin'ichi Satoh
IEICE Trans. on Information and Systems, Vol. E96-D, No. 8, pp. 1811-1825, 2013.
A Framework for Video Segmentation Using Global and Local Features
Junaid Baber, Nitin Afzulpurkar, and Shin'ichi Satoh
Int. J. Patt. Recogn. Artif. Intell. (IJPRAI), Vol. 27, No. 5, pp. 135507-1 - 135507-29, DOI: 10.1142/S0218001413550070, World Scientific, 2013.
Annotation propagation in image databases using similarity graphs
Michael E Houle, Vincent Oria, Shin'ichi Satoh, and Jichao Sun
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP), Vol. 10, Issue 1, Article Number 7, 2013.

Conference

NII-UIT-VBS: A Video Browsing Tool for Known Item Search
Duy-Dinh Le, Vu Lam, Thanh Duc Ngo, Vinh Quang Tran, Vu Hoang Nguyen, Duc Anh Duong, and Shin'ichi Satoh
The International Conference on MultiMedia Modeling (MMM2013), Video Browser Showdown, 2013.
A Video Navigation Interface Using Multi-faceted Search Hierarchies
Tomoko Kajiyama and Shin'ichi Satoh
The 2013 Multimedia Systems (MMSys2013), Demo, 2013.
Connect Commercial Films with Realities
Cai-Zhi Zhu, Siriwat Kasamwattanarote, Xiaomeng Wu, and Shin'ichi Satoh
ACM International Conference on Multimedia Retrieval (ICMR), demo, 2013.
Attribute-based Learning for Large Scale Object Classification
Worapan Kusakunniran, Shin'ichi Satoh, Jian Zhang, and Qiang Wu
Proc. of International Conference on Multimedia and Expo (ICME2013), Full Paper, Poster, 2013.
Improving the Performance of SIFT and CSLBP for Image Copy Detection
Junaid Baber, Shin'ichi Satoh, Chadaporn Keatmanee, and Nitin Afzulpurkar
The 2013 36th International Conference on Telecommunications and Signal Processing (TSP), Rome, Italy, July 2-4, 2013.
Bag of Visual Words Model for Videos Segmentation into Scenes
Junaid Baber, Shin'ichi Satoh, Chadaporn Keatmanee, and Nitin Afzulpurkar
The 5th International Conference on Internet Multimedia Computing and Service (ICIMCS2013), Huangshan, China, August 17-19, 2013.
Efficient Instance Search from Large Video Database via Sparse Filters in Subspaces
Yan Yang and Shin'ichi Satoh
International Conference on Image Processing (ICIP2013), Melbourne, Australia, Sep. 15-18, 2013.
Evaluation of Visual Object Retrieval Datasets
Cai-Zhi Zhu and Shin'ichi Satoh
International Conference on Image Processing (ICIP2013), Melbourne, Australia, Sep. 15-18, 2013.
Estimation of attentiveness of people watching TV based on their emotional behaviors
Masaki Takahashi, Masahide Naemura, Mahito Fujii and Shin'ichi Satoh
Second International Workshop on Context Based Affect Recognition (CBAR2013), Geneva, Switzerland, Sep. 2-5, 2013.
Bag-of-Words against Nearest-Neighbor search for visual object retrieval
Cai-Zhi Zhu, Xiao Zhou, and Shin'ichi Satoh
Asian Conference on Pattern Recognition (ACPR2013), Naha, Japan, Dec. 6-8, 2013.
A Classification-Based Approach for Retake and Scene Detection in Rushes
Quang-Vinh Tran, Duy-Dinh Le, Duc Anh Duong, and Shin'ichi Satoh
Video,'' ICONIP 2013, 2013.
Person Re-Identification using Deformable Part Models
Nguyen Hoang Vu, Duy-Dinh Le, Duc Anh Duong, and Shin'ichi Satoh
ICONIP 2013, 2013.
Query-Adaptive Asymmetrical Dissimilarities for Visual Object Retrieval
Cai-Zhi Zhu, Herve Jegou, and Shin'ichi Satoh
International Conference on Computer Vision (ICCV2013), Sydney, Dec. 3-6, 2013.
Violent Scene Detection Using Mid-level Feature
Vu Lam, Sang Phan, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong and Shin'ichi Satoh
SoICT 2013, 2013.
A Negative Sample Image Selection Method Referring to Semantic Hierarchical Structure for Image Annotation
Shan-Bin Chan, Hayato Yamana, and Shin'ichi Satoh
International Conference on Signal-Image Technology & Internet-based Systems (SITIS2013), Signal and Image Technologies Track (SIT), 2013.

Misc

画像照合に基づく多メディア間の話題追跡システム
豊田正史, 伊藤正彦, Cai-Zhi Zhu, 佐藤真一, 喜連川優
インタラクティブシステムとソフトウェアに関するワークショップ(WISS2013), 2013.


2012

Book

Multimedia Duplicate Mining towards Knowledge Discovery
Xiaomeng Wu, Sebastien Poullot, and Shin'ichi Satoh
in Frank Y. Shih ed., ``Multimedia Security: Watermarking, Steganography, and Forensics'' Taylor & Francis Group, LLC, 2012.

Journal

Efficient tracking of news topics based on chronological semantic structures in a large-scale news video archive
Ichiro Ide, Tomoyoshi Kinoshita, Tomokazu Takahashi, Hiroshi Mo, Norio Katayama, Shin'ichi Satoh, and Hiroshi Murase
IEICE Trans. on Information and Systems, Vol. E95-D, No. 5, pp. 1288-1300, 2012.
Structured learning of local features for human action classification and localization
Tuan Hue Thi, Li Cheng, Jian Zhang, Li Wang, and Shinichi Satoh
Image and Vision Computing, Vol. 30, No. 1, pp. 1-14, 2012.
An Interactive Data Exploration System that Visually Supports Learning of Country Features
Tomoko Kajiyama and Shin'ichi Satoh
International Journal of Information Processing and Management, Vol. 3, No. 4, pp. 70-78, 2012.

Conference

A Country Data Exploration System for Geography Education
Tomoko Kajiyama and Shin'ichi Satoh
Proc. of International Technology, Education and Development Conference (INTED 2012), 2012.
Science Data Navigation Systems to Enhance Student's Motivation
Tomoko Kajiyama and Shin'ichi Satoh
Proc. of New Perspectives in Science Education, 2012.
Auto Face Re-Ranking By Mining the Web and Video Archives
Duy-Dinh Le and Shin'ichi Satoh
Proc. of Computer Vision and Pattern Recognition (CVPR), Providence, USA, Jun. 16-21, 2012.
Auto Face Re-Ranking By Mining the Web and Video Archives
Duy-Dinh Le, Thanh Duc Ngo, and Shin'ichi Satoh
Proc. of Computer Vision and Pattern Recognition (CVPR), Demo, Providence, USA, Jun. 16-21, 2012.
Large Vocabulary Quantization for Searching Instances from Videos
Cai-Zhi Zhu and Shin'ichi Satoh
Proc. of International Conference on Multimedia Retrieval (ICMR2012), Hong Kong, China, Jun. 5-8, 2012.
An Interactive Exploration System that Visually Support Learning of Country Features
Tomoko Kajiyama and Shin'ichi Satoh
Proc. of the 11th International Conference on Interaction Design and Children (IDC2012), Demo, June 12-15, Bremen, Germany, 2012.
A codeword visualization tool for dense trajectory feature
Sang Phan, Vu Lam, Son Tran, Ngo Duc Thanh, Duy-Dinh Le, and Shin'ichi Satoh
Proc. of International Conference on Multimedia and Expo (ICME2012), Demo, 2012.
Robust Eye Localization in Video By Combining Eye Detector and Eye Tracker
Chi Nhan Duong, Pham Dinh Thang Cap, Thanh Duc Ngo, Duy-Dinh Le, Hoai Bac Le, Duc Anh Duong, and Shin'ichi Satoh
Proc. of International Conference on Pattern Recognition (ICPR2012), 2012.
Multimedia Event Detection Using Segment-based Approach for Motion Feature
Sang Phan, Thanh Duc Ngo, Vu Lam, Son Tran, Duy-Dinh Le, Duc Anh Duong, and Shin'ichi Satoh
Proc. of Pacific-Rim Conference on Multimedia (PCM2012), 2012.
Q-CSLBP: Compression of CSLBP descriptor
Junaid Baber, Shin'ichi Satoh, Nitin Afzulpurkar, and Maheen Bakhtyar
Proc. of Pacific-Rim Conference on Multimedia (PCM2012), 2012.


2011

Journal

Simple Low-Dimensional Features Approximating NCC-based Image Matching
Shin'ichi Satoh
Pattern Recognition Letters, Vol. 32, Issue 14, pp. 1902-1911, doi:10.1016/j.patrec.2011.07.027, 15 Oct. 2011.
Integrating Local Action Elements for Action Analysis
Tuan Hue Thi, Li Cheng, Jian Zhang, Li Wang, and Shinichi Satoh
Computer Vision and Image Understanding, Vol. 116, Issue 3, pp. 378-395, 2011.

Conference

News Shot Cloud: Ranking TV News Shots by Cross TV-Channel Filtering
Norio Katayama, Hiroshi Mo, and Shin'ichi Satoh
for Efficient Browsing of Large-Scale News Video Archives,'' The 17th International Conference on MultiMedia Modeling (MMM2011), 2011.
Shin'ichi Satoh, Hiroshi Murase, and Frank Nack
Ichiro Ide, Tomokazu Takahashi, Tomoyoshi Kinoshita
``mediaWalker: Tracking and browsing news video along the topic thread structure,'' The 11th Dutch-Belgian Information Retrieval Workshop (DIR2011), 2011.
Temporal Recurrence Hashing Algorithm for Mining Commercials from Multimedia Streams
Xiaomeng Wu and Shin'ichi Satoh
International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), Prague, Czech, May 22-27, 2011.
Human Action Recognition in Crowded Surveillance Video Sequences by Using Features Taken from Key-Point Trajectories
Masaki Takahashi, Mahito Fujii, Masahide Naemura, and Shin'ichi Satoh
The 3rd International Workshop on Machine Learning for Vision-based Motion Analysis, in conjunction with CVPR 2011, June 25 2011, Colorado Springs, CO, USA, 2011.
Commercial Mining Based on Temporal Recurrence Hashing Algorithm and Bag-Of-Fingerprints Model
Xiaomeng Wu and Shin'ichi Satoh
International Conference on Image Processing (ICIP2011), Brussels, Belgium, Sep. 11-14, 2011.
Boosting global scene classification accuracy by discriminative region localization
Thanh Duc Ngo, Duy-Dinh Le, and Shin'ichi Satoh
International Conference on Image Processing (ICIP2011), Brussels, Belgium, Sep. 11-14, 2011.
Fast Face Sequence Matching in Large-scale Video Databases
Hung Thanh Vu, Thanh Duc Ngo, Thao Ngoc Nguyen, Duy-Dinh Le, Shin'ichi Satoh, Bac Hoai Le, and Duc Anh Duong
International Conference on Image Processing (ICIP2011), Brussels, Belgium, Sep. 11-14, 2011.
Efficient quantization of color sift for image classification
Xiao Zhou, Cai-Zhi Zhu, Shin'ichi Satoh, and Yu-Tang Guo
International Conference on Image Processing (ICIP2011), Brussels, Belgium, Sep. 11-14, 2011.
Improving Image Categorization by Using Multiple Instance Learning with Spatial Relation
Thanh Duc Ngo, Duy-Dinh Le, and Shin'ichi Satoh
International Conference on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, Sep. 14-16, 2011.
Improving Retake Detection by Adding Motion Feature
Hiep Van Hoang, Duy-Dinh Le, Shin'ichi Satoh, and Quang Hong Nguyen
International Conference on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, Sep. 14-16, 2011.
Summarizing Large News Video Archives by Event Ranking
Duy-Dinh Le and Shin'ichi Satoh
International Conference on Semantic Computing (ICSC2011), pp. 228-234, Stanford University, Palo Alto, USA, Sep. 18-21, 2011.
A Comprehensive Study of Feature Representations for Semantic Concept Detection
Duy-Dinh Le and Shin'ichi Satoh
International Conference on Semantic Computing (ICSC2011), pp. 235-238, Stanford University, Palo Alto, USA, Sep. 18-21, 2011.
NII-KAORI-PERSON-SEARCH: A General Framework for Indexing and Retrieving
Duy-Dinh Le, Ngo Duc Thanh, and Shin'ichi Satoh
People's Appearance In Large Video Archives,'' International Conference on Semantic Computing (ICSC2011), pp. 211-212, Demo, Stanford University, Palo Alto, USA, Sep. 18-21, 2011.
Compact Correlation Coding for Visual Object Categorization
Nobuyuki Morioka and Shin'ichi Satoh
International Conference on Computer Vision (ICCV2011), Barcelona, Spain, Nov., 2011.
Knowledge Propagation In Large Image Databases Using Neighborhood Information
Michael Houle, Vincent Oria, Shin'ichi Satoh, and Jichao Sun
ACM Multimedia, Short paper, 2011.
Generalized Lasso based Approximation of Sparse Coding for Visual Recognition
Nobuyuki Morioka and Shin'ichi Satoh
Proc. of Neural Information Processing Systems (NIPS), 2011.
Indexing Faces in Broadcast News Video Archives
Duy-Dinh Le and Shin'ichi Satoh
The Fifth Interntaional Workshop on Mining Multiple Information Sources (MMIS-11), in conjunction with IEEE International Conference on Data Mining (ICDM), 2011.