Face Detection, Tracking, and Classification from Large-Scale News Archives for Analysis of Key Political Figures Andreu Girbau, Tetsuro Kobayashi, Benjamin Renoust, Yusuke Matsui, Shin’ichi Satoh
Political Analysis, vol. 32, no. 2, pp. 221-239, Cambridge University Press, 2024
Deep Counterfactual Representation Learning for Visual Recognition against Weather Corruptions Hong Liu, Yongqing Sun, Yukihiro Bandoh, Masaki Kitahara, Shin’ichi Satoh
IEEE Transactions on Multimedia, 2023
Progressive Motion Boosting for Video Frame Interpolation Jing Xiao, Kangmin Xu, Mengshun Hu, Liang Liao, Zheng Wang, Chia-Wen Lin, Mi Wang, Shin'ichi Satoh
IEEE Transactions on Multimedia, vol. 25, pp. 8076-8090, 2023.
Win-Win by Competition: Auxiliary-Free Cloth-Changing Person Re-Identification Zhengwei Yang, Xian Zhong, Zhun Zhong, Hong Liu, Zheng Wang, Shin’ichi Satoh
IEEE Transactions on Image Processing, vol. 32, pp. 2985-2999, 2023.
Mitigating Robust Overfitting via Self-Residual-Calibration Regularization Hong Liu, Zhun Zhong, Nicu Sebe, Shin’ichi Satoh
Artificial Intelligence, vol. 317, pp. 103877, 2023.
Unsupervised Domain Adaptation for Person Re-Identification Via Individual-Preserving and Environmental-Switching Cyclic Generation Astha Verma, A. Venkata Subramanyam, Zheng Wang, Shin'ichi Satoh, Rajiv Ratn Shah
IEEE Transactions on Multimedia, vol. 25, pp. 364-377, 2023.
Conference
GEC-DCL: Grammatical Error Correction Model with Dynamic Context Learning for Paragraphs and Scholarly Papers Avinash Anand, Atharv Jairath, Naman Lal, Siddhesh Bangar, Jagriti Sikka, Astha Verma, Rajiv Ratn Shah, Shin’ichi Satoh
International Conference on Big Data Analytics, 2023
Referring Image Segmentation via Joint Mask Contextual Embedding Learning and Progressive Alignment Network Ziling Huang, Shin'ichi Satoh
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)
RanLayNet: A Dataset for Document Layout Detection used for Domain Adaptation and Generalization Avinash Anand, Raj Jaiswal, Mohit Gupta, Siddhesh Bangar, Pijush Bhuyan, Naman Lal, Rajeev Singh, Ritika Jha, Rajiv Shah, Shin'ichi Satoh
ACM Multimedia Asia 2023
From Scarcity to Understanding: Transfer Learning for the Extremely Low Resource Irish Sign Language Ruth Holmes, Ellen Rushe, Mathieu De Coster, Maxim Bonnaerens, Shin'ichi Satoh, Akihiro Sugimoto, Anthony Ventresque
The 11th Workshop on Assistive Computer Vision and Robotics, in conjunction with ICCV2023.
TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content Avinash Anand, Raj Shivprakash Poonam Jaiswal, Pijush Bhuyan, Mohit Gupta, Siddhesh Bangar, Md Modassir Imam, Rajiv Ratn Shah, Shin'ichi Satoh
The 1st Workshop on MMIR: Deep Multimodal Learning for Information Retrieval, in conjunction with ACM Multimedia 2023.
Event-based high-speed ball detection in sports video Takuya Nakabayashi, Akimasa Kondo, Kyota Higa, Andreu Girbau, Shin'ichi Satoh, Hideo Saito
Workshop MMSports 2023, in conjunction with ACM Multimedia 2023.
Beyond Domain Gap: Exploiting Subjectivity in Sketch-Based Person Retrieval Lin Kejun, Zhixiang Wang, Zheng Wang, Yinqiang Zheng, Shin'ichi Satoh
ACM Multimedia 2023
Single Image Deblurring with Row-dependent Blur Magnitude Xiang Ji, Zhixiang Wang, Shin'ichi Satoh, Yinqiang Zheng
ICCV 2023
WalkingDynamicsH36M: a Benchmarking Dataset for Long-term Motion and Trajectory Forecasting Cecilia Curreli, Andreu Girbau, Shin'ichi Satoh
The 5th IEEE/CVF CVPR Precognition Workshop, 2023.
Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation Mayu Otani, Riku Togashi, Yu Sawai, Ryosuke Ishigami, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh
CVPR 2023
Only a Few Classes Confusing: Pixel-wise Candidate Labels Disambiguation for Foggy Scene Understanding Liang Liao, Chen Wenyi, Zhen Zhang, Jing Xiao, Yan Yang, Chia-Wen Lin, Shin'ichi Satoh
AAAI 2023
Improving Adversarial Robustness via Information Bottleneck Distillation Huafeng Kuang, Hong Liu, Yongjian Wu, Shin'ichi Satoh, Rongrong Ji
NeurIPS 2023
HotCold Block: Fooling Thermal Infrared Detectors with a Novel Wearable Design Hui Wei, Zhixiang Wang, Xuemei Jia, Yinqiang Zheng, Hao Tang, Shin'ichi Satoh, Zheng Wang
AAAI 2023
2022
Journal
Towards Robust Person Re-Identification by Defending Against Universal Attackers Fengxiang Yang, Juanjuan Weng, Zhun Zhong, Hong Liu, Zheng Wang, Zhiming Luo, Donglin Cao, Shaozi Li, Shin'ichi Satoh, Nicu Sebe
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
Geo-Localization via Ground-to-Satellite Cross-View Image Retrieval Zelong Zeng, Zheng Wang, Fan Yang, Shin'ichi Satoh
IEEE Transactions on Multimedia, 2022
Discovering regression-detection bi-knowledge transfer for unsupervised cross-domain crowd counting Yuting Liu, Zheng Wang, Miaojing Shi, Shinichi Satoh, Qijun Zhao, Hongyu Yang
Neurocomputing, vol. 494, pp. 418–431, 2022.
Capturing Small, Fast-Moving Objects: Frame Interpolation via Recurrent Motion Enhancement Mengshun Hu, Jing Xiao, Liang Liao, Zheng Wang, Chia-Wen Lin, Mi Wang, Shinichi Satoh
IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 6, pp. 3390-3406, 2022.
Vehicle Counting in Very Low-Resolution Aerial Images via Cross-Resolution Spatial Consistency and Intraresolution Time Continuity Quan Zhao, Jing Xiao, Zheng Wang, Xujie Ma, Mi Wang, Shin'ichi Satoh
IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-13, 2022.
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion Liang Liao, Wenyi Chen, Jing Xiao, Zheng Wang, Chia-Wen Lin, Shin'ichi Satoh
IEEE Transactions on Image Processing, vol. 31, pp. 3525-3540, 2022.
Weakly-Supervised Learning With Complementary Heatmap for Retinal Disease Detection Qier Meng, Liang Liao, Shin'ichi Satoh
IEEE Transactions on Medical Imaging, vol. 41, no. 8, pp. 2067-2078, 2022.
Conference
Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature Zhixiang Wang, Xiang Ji, Jia-Bin Huang, Shin'ichi Satoh, Xiao Zhou, Yinqiang Zheng
CVPR 2022
Personalized Fashion Recommendation using Pairwise Attention Donnaphat Trakulwaranont, Marc A. Kastner, Shin'ichi Satoh
28th International Conference on Multimedia Modeling (MMM2022)
On Assisting Diagnoses of Pareidolia by Emulating Patient Behavior Zhaohui Zhu, Marc A. Kastner, Shin'ichi Satoh
28th International Conference on Multimedia Modeling (MMM2022)
Multiple Object Tracking from appearance by hierarchically clustering tracklets Andreu Girbau, Ferran Marqués, Shin'ichi Satoh
British Machine Vision Conference (BMVC2022)
Reference-Guided Texture and Structure Inference for Image Inpainting Taorong Liu, Liang Liao, Zheng Wang, Shin'ichi Satoh
2022 IEEE International Conference on Image Processing (ICIP)
Towards Causality Inference for Very Important Person Localization Xiao Wang, Zheng Wang, Wu Liu, Xin Xu, Qijun Zhao, Shin'ichi Satoh
ACM Multimedia 2022
2021
Journal
Imageability- and length-controllable image captioning Marc A. Kastner, Kazuki Umemura, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase, Shin’ichi Satoh
IEEE Access, 2021.
DotSCN: Group Re-identification via Domain-Transferred Single and Couple Representation Learning Ziling Huang, Zheng Wang, Chung-Chi Tsai, Shin'ichi Satoh, Chia-Wen Lin
IEEE Transactions on Circuits and Systems for Video Technology, Vol. 31, Issue 7, pp. 2739 - 2750, 2021.
Uncertainty-Aware Semantic Guidance and Estimation for Image Inpainting Liang Liao, Jing Xiao, Zheng Wang, Chia-Wen Lin, Shin'ichi Satoh
IEEE Journal of Selected Topics in Signal Processing, Vol. 15, Issue 2, pp. 310 - 323, 2021.
Conference
Pose-aware Outfit Transfer between Unpaired in-the-wild Fashion Images Donnaphat Trakulwaranont, Marc A. Kastner, Shin'ichi Satoh
ACM Multimedia Asia 2021
Improving Camouflaged Object Detection with the Uncertainty of Pseudo-edge Labels Nobukatsu Kajiura, Hong Liu, and Shin'ichi Satoh
ACM Multimedia Asia 2021
Efficient Nearest Neighbor Search by Removing Anti-hub Kimihiro Tanaka, Yusuke Matsui, Shin'ichi Satoh
Proc. of International Conference on Multimedia Retrieval (ICMR2021)
Video Action Retrieval Using Action Recognition Model Yuko Iinuma, Shin'ichi Satoh
Proc. of International Conference on Multimedia Retrieval (ICMR2021)
A multi-modal dataset for analyzing the imageability of concepts across modalities Marc A. Kastner, Chihaya Matsuhira, Ichiro Ide, Shin'ichi Satoh
4th IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR2021).
Hierarchical Attention Image-Text Alignment Network for Person Re-identification Kajal Kansal, A.V. Subramanyam, Zheng Wang, Shin’ichi Satoh
2021 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)
Image Inpainting Guided by Coherence Priors of Semantics and Textures Liang Liao, Jing Xiao, Zheng Wang, Chia-Wen Lin, Shin’ichi Satoh
CVPR 2021
Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning Fengxiang Yang, Zhun Zhong, Hong Liu, Zheng Wang, Zhiming Luo, Shaozi Li, Nicu Sebe, Shin'ichi Satoh
AAAI 2021
FashionGraph: understanding fashion data using scene graph generation Shabnam Sadegharmaki, Marc A. Kastner, Shin'ichi Satoh
2020 25th International Conference on Pattern Recognition (ICPR), 2021.
Scalable Personalised Item Ranking through Parametric Density Estimation Riku Togashi, Masahiro Kato, Mayu Otani, Tetsuya Sakai, Shin'ichi Satoh
ACM SIGIR Conference, 2021
Unsupervised Common Particular Object Discovery and Localization by Analyzing a Match Graph Makoto Okuda, Shin'ichi Satoh, Yoichi Sato, Yutaka Kidawara
ICASSP, 2021
Density-Ratio Based Personalised Ranking from Implicit Feedback Riku Togashi, Masahiro Kato, Mayu Otani, Shin'ichi Satoh
The Web Conference, 2021
Continuous and Gradual Style Changes of Graphic Designs with Generative Model Michihiko Ueno, Shin'ichi Satoh
ACM IUI 2021
Alleviating Cold-Start Problems in Recommendation through Pseudo-Labelling over Knowledge Graph Riku Togashi, Mayu Otani, Shin'ichi Satoh
ACM International Conference on Web Search and Data Mining (WSDM 2021)
Siamese-structure Deep Neural Network Recognizing Changes in Facial Expression According to the Degree of Smiling Kazuaki Kondo, Taichi Nakamura, Yuichi Nakamura, Shin'ichi Satoh
Proc. of International Conference on Pattern Recognition (ICPR2020), 2021.
2020
Journal
Illumination-Adaptive Person Re-identification Z Zeng, Z Wang, Z Wang, Y Zheng, YY Chuang, S Satoh
IEEE Transactions on Multimedia, 2020
SDL: Spectrum-Disentangled Representation Learning for Visible-Infrared Person Re-identification K Kansal, A Subramanyam, Z Wang, S Satoh
IEEE Trans. on Circuits and Systems for Video Technology, 2020
Long-Term Background Redundancy Reduction for Earth Observatory Video Coding Xu Wang, Ruimin Hu, Zhongyuan Wang, Jing Xiao, Shin’ichi Satoh
IEEE Trans. on Circuits and Systems for Video Technology, 2020
A multimedia document browser based on multilayer networks Benjamin Renoust, Haolin Ren, Guy Melancon, Marie-Luce Viaud, Shin'ichi Satoh
Multimedia Tools and Applications, 2020
How to Extract More Information with Less Burden: Fundus Image Classification and Retinal Disease Localization with Ophthalmologist Intervention Qier Meng, Yohei Hashimoto, Shin'ichi Satoh
IEEE Journal of Biomedical and Health Informatics, Vol. 24, Issue 12, pp. 3351-3361, 2020.
Rephrasing Visual Questions by Specifying the Entropy of the Answer Distribution Kento Terao, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Shin'ichi Satoh
IEICE Transactions on Information and Systems, Vol. E103-D, No. 11, pp. 2362 - 2370, 2020.
An Entropy Clustering Approach for Assessing Visual Question Difficulty Kento Terao, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Shin'ichi Satoh
IEEE Access, Vol. 8, pp. 180633 - 180645, 2020.
Conference
Beyond Intra-modality: A Survey of Heterogeneous Person Re-identification Zheng Wang, Zhixiang Wang, Yinqiang Zheng, Yang Wu, Wenjun Zeng, Shin'ichi Satoh
IJCAI 2020
When Pedestrian Detection Meets Nighttime Surveillance: A New Benchmark Xiao Wang, Jun Chen, Zheng Wang, Wu Liu, Shin'ichi Satoh, Chao Liang, Chia-Wen Lin
IJCAI 2020
An Interactive Design for Visualizable Person Re-Identification Haolin Ren, Zheng Wang, Zhixiang Wang, Lixiong Chen, Shin'ichi Satoh, Daning Hu
ACM Multimedia 2020
Motion Feedback Design for Video Frame Interpolation Mengshun Hu, Liang Liao, Jing Xiao, Lin Gu, Shin'ichi Satoh
2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Mining on Heterogeneous Manifolds for Zero-shot Cross-modal Image Retrieval F Yang, Z Wang, J Xiao, S Satoh
AAAI, 2020
How to extract more information with less burden: Fundus image classification and retinal disease localization with ophthalmologist intervention Qier Meng, Yohei Hashimoto, Shin'ichi Satoh
2020 IEEE 17th International Symposium on Biomedical Imaging.
ADINet: Attribute driven incremental network for retinal image classification Qier Meng, Shin'ichi Satoh
IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2020
Analysis of Typefaces Designed for Readers with Developmental Dyslexia - Insights from Neural Networks Xinru Zhu, Kyo Kageura, Shin'ichi Satoh
DAS 2020
Misc
画像認識技術の動向 佐藤真一
電子情報通信学会誌, Vol. 103, No. 5, 2020.
応用：画像認識 佐藤真一
人工知能学会誌, Vol. 35, No. 2, 2020.
How benchmarks work for visual recognition research? -- Historical review and future prospects Shin'ichi Satoh
DCASE 2020 Workshop, 2020.
2019
Journal
Incremental Re-identification by Cross-Direction and Cross-Ranking Adaption Z Wang, J. Jiang, Y. Yu, and S. Satoh
IEEE Transactions on Multimedia, 2019
Evaluation of Deep Convolutional Neural Networks for Glaucoma Detection Sang Phan, Shin'ichi Satoh, Yoshioki Yoda, Kenji Kashiwagi, and Tetsuro Oshika
Japanese Journal of Ophthalmology, 2019
Community Detection Using Restrained Random-walk Similiarity Makoto Okuda, Shin'ichi Satoh, Yoichi Sato, and Yutaka Kidawara
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
Learning More with Less: GAN-based Medical Image Augmentation Changhee Han, Kohei Murao, Shin'ichi Satoh, Hideki Nakayama
Medical Imaging Technology, vol. 37, no. 3, pp. 137-142, 2019.
Learning Sparse and Identity-preserved Hidden Attributes for Person Re-identification Z Wang, J Jiang, Y Wu, M Ye, B Xiang, S Satoh
IEEE Transactions on Image Processing, 2019
Conference
Poses Guide Spatiotemporal Model for Vehicle Re-identification Xian Zhong, Meng Feng, Wenxin Huang, Zheng Wang, Shin'ichi Satoh
MultiMedia Modeling - 25th International Conference, MMM 2019, Thessaloniki, Greece, January 8-11, 2019
Efficient Image Retrieval via Decoupling Diffusion into Online and Offline Processing F. Yang, R. Hinami, Y. Matsui, S. Ly, S. Satoh
AAAI 2019
Learning to Reduce Dual-level Discrepancy for Infrared-Visible Person Re-identification Z Wang, Z Wang, Y Zheng, Y Chuang, S Satoh
CVPR 2019
Burst-Survive Temporal Matching Kernel with Fibonacci Periods Fan Yang, Shin'ichi Satoh
ICASSP 2019
DoT-GNN: Domain-Transferred Graph Neural Network for Group Re-identification Z Huang, Z Wang, W Hu, CW Lin, S Satoh
ACM Multimedia 2019 Nice, France
Group Re-Identification via Transferred Representation and Adaptive Fusion Z Huang, Z Wang, TY Hung, S Satoh, CW Lin
BigMM, September 11-13, 2019 Singapore
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'ichi Satoh
CIKM 2019
Gastric cancer detection for gastroenterological endoscopy with local and multiscale global information A. Hayakawa, Y. Kurose, K. Tanaka, K. Aida, S. Satoh, M. Kitsuregawa, T. Harada
Proc. Computer Assisted Radiology and Surgery (CARS), 2019.
Spotfake: a Multi-Modal Framework for Fake News Detection Shivangi Singhal, Rajiv Shah, Tanmoy Chakraborty, Ponnurangam Kumaraguru, Shin’ichi Satoh
BigMM, September 11-13, 2019 Singapore
Gastric cancer detection from endoscopic images using synthesis by GAN Teppei Kanayama, Yusuke Kurose, Kiyohito Tanaka, Kento Aida, Shin’ichi Satoh, Masaru Kitsuregawa, Tatsuya Harada
MICCAI 2019, 13-17 Oct 2019, Shenzhen, China
Salient Time Slice Pruning and Boosting for Person-Scene Instance Search in TV Series Z Wang, F Yang, S Satoh
ACM Multimedia Asia, 2019
Evaluating Face Tracking for Political Analysis in Japanese News Over a Long Period of Time Haolin Ren, Fan Yang, Benjamin Renoust, Yusuke Matsui, Tetsuro Kobayashi, Shin'ichi Satoh
International Workshop on Application of Big Data for Computational Social Science (ABCSS@WI), 2019
Fundus Image Classification and Retinal Disease Localization with Limited Supervision. Qier Meng, Yohei Hashimoto, Shin'ichi Satoh
ACPR (1) 2019: 469-482
Salient Time Slice Pruning and Boosting for Person-Scene Instance Search in TV Series Zheng Wang, Fan Yang, Shin'ichi Satoh
画像の認識・理解シンポジウム MIRU2019, PS1-39, 2019.
Learning More with Less: Conditional PGGAN-based MRI Augmentation with Highly-Rough Annotation for Brain Metastases Detection Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'ichi Satoh
画像の認識・理解シンポジウム MIRU2019, Oral2-B, 2019.
Fast, Flexible, and Scalable Multimedia Retrieval Shin'ichi Satoh
The 1st International Workshop on Video Retrieval Methods and Their Limits, in conjunction with ICCV, Seoul, Korea, Oct. 28, 2019.
Nationwide Medical Bigdata, Secure Cloud, and Artificial Intelligence Shin'ichi Satoh
Workshop on Image and Pattern Analysis for Multidisciplinary Computational Anatomy, in conjunction to 5th Asian Conference on Pattern Recognition, Auckland, New Zealand, Nov. 26, 2019.
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.
Exploring Temporal Communities in Mass Media Archives H. Ren, B. Renoust, G. Melançon, M. Viaud, S. Satoh
ACM Multimedia (ACMMM2018), Seoul, Korea, Oct. 22-26, 2018.
Misc
Landmark Retrieval via Local Guidance and Global Expansion Aimin Su, Steven Ly, Fan Yang, Ryota Hinami, Qier Meng, Sang Phan, Yusuke Matsui, Zheng Wang, Shin'ichi Satoh
画像の認識・理解シンポジウム MIRU2018, PS1-71, 2018
Video Recognition and Retrieval at the TRECVID Benchmark George Awad, Alan Smeaton, Cees Snoek, Shin'ichi Satoh, Kazuya Ueki
European Conference on Computer Vision (ECCV 2018), Tutorial, 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.
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.
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.
Video Indexing, Search, Detection, and Description with Focus on TRECVID Chong-Wah Ngo, Shin'ichi Satoh, Duy-Dinh Le, Vinh-Tiep Nguyen, Cees Snoek, Georges Quénot, George Awad
International Conference on Multimedia Retrieval (ICMR2017), Tutorial, 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.
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.
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.
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.
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.
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.
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.