Publications

Jicai Pan, Jinqiao Lu, Shangfei Wang (2024). A Multi-Stage Visual Perception Approach for Image Emotion Analysis. IEEE Transactions on Affective Computing.

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Shangfei Wang, Ya'nan Chang, Qiong Li, Can Wang (2024). Pose-robust personalized facial expression recognition through unsupervised multi-source domain adaptation. Pattern Recognition.

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Jicai Pan, Shangfei Wang (2023). Progressive Visual Content Understanding Network for Image Emotion Classification. the 31st ACM International Conference on Multimedia.

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Yi Wu, Shangfei Wang, Ya'nan Chang (2023). Patch-Aware Representation Learning for Facial Expression Recognition. the 31st ACM International Conference on Multimedia.

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Zhouan Zhu, Chenguang Li, Jicai Pan, Xin Li, Shangfei Wang (2023). MEDIC: A Multimodal Empathy Dataset in Counseling. 31st ACM International Conference on Multimedia.

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Cong Liang, Jiahe Wang, Haofan Zhang, Shangfei Wang (2023). UniFaRN: Unified Transformer for Facial Reaction Generation. the 31st ACM International Conference on Multimedia.

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Cong Liang, Shangfei Wang, Xiaoping Chen (2023). Privacy-Protected Facial Expression Recognition Augmented by High-Resolution Facial Images. Proceedings of the IEEE International Conference on Multimedia & Expo (ICME).

Yi Wu, Shangfei Wang (2023). Pose-Aware Facial Expression Recognition Assisted by Expression Descriptions. IEEE Transactions on Affective Computing.

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Jiahe Wang, Shangfei Wang (2022). Occluded Facial Expression Recognition using Self-supervised Learning. The 16th Asian Conference on Computer Vision (ACCV 2022).

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Haihan Wang, Shangfei Wang (2022). Low-Resolution Face Recognition Enhanced by High-Resolution Facial Images. 2023 IEEE International Conference on Automatic Face and Gesture Recognition (FG 2023).

Lin Fang, Shangfei Wang (2022). Human Pose Estimation with Shape Aware Loss. 2023 IEEE International Conference on Automatic Face and Gesture Recognition (FG 2023).

Haihan Wang, Shangfei Wang, Lin Fang (2022). Two-Stage Multi-Scale Resolution-Adaptive Network for Low-Resolution Face Recognition. Proceedings of the ACM International Conference on Multimedia.

Jicai Pan, Shangfei Wang, Lin Fang (2022). Representation Learning through Multimodal Attention and Time-sync Comments for Video Affective Content Analysis. Proceedings of the ACM International Conference on Multimedia.

Xiangyu Miao, Shangfei Wang (2022). Knowledge Guided Representation Disentanglement for Face Recognition from Low Illumination Images. Proceedings of the ACM International Conference on Multimedia.

Lin Fang, Shi Yin, Shangfei Wang, Ya'nan Chang (2022). Adversarial Stacking Ensemble for Facial Landmark Tracking. 26TH International Conference on Pattern Recognition August 21-25, 2022 • Montréal Québec.

Ya'nan Chang, Shangfei Wang (2022). Knowledge-Driven Self-Supervised Representation Learning for Facial Action Unit Recognition. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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Guang Liang, Shangfei Wang, Can Wang (2021). Pose-Invariant Facial Expression Recognition. 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021).

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Shangfei Wang, Bin Xia (2021). Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal Domain. Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21.

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Shangfei Wang, Zhiwei Xu (2021). Emotional Attention Detection and Correlation Exploration for Image Emotion Distribution Learning. IEEE Transactions on Affective Computing.

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Shangfei Wang, Guozhu Peng, Zhuangqiang Zheng, Zhiwei Xu (2021). Capturing Emotion Distribution for Multimedia Emotion Tagging. IEEE Transactions on Affective Computing.

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Shangfei Wang, Shi Yin, Longfei Hao, Guang Liang (2021). Multi-task face analyses through adversarial learning. Pattern Recognit..

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Shangfei Wang, Ya'nan Chang, Guozhu Peng, Bowen Pan (2021). Exploring Adversarial Learning for Deep Semi-Supervised Facial Action Unit Recognition. CoRR.

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Shi Yin, Shangfei Wang, Xiaoping Chen, Enhong Chen, Cong Liang (2020). Attentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking. MM ‘20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020.

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Shangfei Wang, Guozhu Peng, Heyan Ding (2020). Dual Learning for Facial Action Unit Detection Under Nonfull Annotation. IEEE Transactions on Cybernetics.

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Bin Xia, Shangfei Wang (2020). Unpaired Multimodal Facial Expression Recognition. Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected Papers, Part V.

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Shangfei Wang, Longfei Hao, Qiang Ji (2020). Posed and Spontaneous Expression Distinction Using Latent Regression Bayesian Networks. ACM Trans. Multim. Comput. Commun. Appl..

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Guang Liang, Shangfei Wang, Can Wang (2020). Pose-aware Adversarial Domain Adaptation for Personalized Facial Expression Recognition. CoRR.

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Bin Xia, Shangfei Wang (2020). Occluded Facial Expression Recognition with Step-Wise Assistance from Unpaired Non-Occluded Images. MM ‘20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020.

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Bin Xia, Weikang Wang, Shangfei Wang, Enhong Chen (2020). Learning from Macro-expression: a Micro-expression Recognition Framework. MM ‘20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020.

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Shangfei Wang, Longfei Hao, Qiang Ji (2020). Knowledge-Augmented Multimodal Deep Regression Bayesian Networks for Emotion Video Tagging. IEEE Trans. Multim..

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Shangfei Wang, Guozhu Peng, Qiang Ji (2020). Exploring Domain Knowledge for Facial Expression-Assisted Action Unit Activation Recognition. IEEE Trans. Affect. Comput..

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Shi Yin, Shangfei Wang, Xiaoping Chen, Enhong Chen (2020). Exploiting Self-Supervised and Semi-Supervised Learning for Facial Landmark Tracking with Unlabeled Data. MM ‘20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020.

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Zhiwei Xu, Shangfei Wang, Can Wang (2020). Exploiting Multi-Emotion Relations at Feature and Label Levels for Emotion Tagging. MM ‘20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020.

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Shangfei Wang, Guozhu Peng, Zhuangqiang Zheng (2020). Capturing Joint Label Distribution for Multi-Label Classification Through Adversarial Learning. IEEE Trans. Knowl. Data Eng..

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Shangfei Wang, Zhuangqiang Zheng, Shi Yin, Jiajia Yang, Qiang Ji (2020). A Novel Dynamic Model Capturing Spatial and Temporal Patterns for Facial Expression Analysis. IEEE Trans. Pattern Anal. Mach. Intell..

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Shi Yin, Cong Liang, Heyan Ding, Shangfei Wang (2019). A Multi-Modal Hierarchical Recurrent Neural Network for Depression Detection. Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, AVEC@MM 2019, Nice, France, October 21-25, 2019.

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Shangfei Wang, Guozhu Peng (2019). Weakly Supervised Dual Learning for Facial Action Unit Recognition. IEEE Trans. Multim..

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Bowen Pan, Shangfei Wang, Bin Xia (2019). Occluded Facial Expression Recognition Enhanced through Privileged Information. Proceedings of the 27th ACM International Conference on Multimedia, MM 2019, Nice, France, October 21-25, 2019.

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Shangfei Wang, Shi Yin, Longfei Hao, Guang Liang (2019). Multiple Face Analyses through Adversarial Learning. CoRR.

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Shi Yin, Yi Zhou, Chenguang Li, Shangfei Wang, Jianmin Ji, Xiaoping Chen, Ruili Wang (2019). KDSL: a Knowledge-Driven Supervised Learning Framework for Word Sense Disambiguation. International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14-19, 2019.

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Shi Yin, Yonggan Fu, Can Wang, Runlong Wu, Heyan Ding, Shangfei Wang (2019). Integrating Facial Images, Speeches and Time for Empathy Prediction. 14th IEEE International Conference on Automatic Face & Gesture Recognition, FG 2019, Lille, France, May 14-18, 2019.

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Bowen Pan, Shangfei Wang, Qisheng Jiang (2019). Image Aesthetic Assessment Assisted by Attributes through Adversarial Learning. The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019.

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Can Wang, Shangfei Wang, Guang Liang (2019). Identity- and Pose-Robust Facial Expression Recognition through Adversarial Feature Learning. Proceedings of the 27th ACM International Conference on Multimedia, MM 2019, Nice, France, October 21-25, 2019.

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Shangfei Wang, Longfei Hao, Qiang Ji (2019). Facial Action Unit Recognition and Intensity Estimation Enhanced Through Label Dependencies. IEEE Trans. Image Process..

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Guozhu Peng, Shangfei Wang (2019). Dual Semi-Supervised Learning for Facial Action Unit Recognition. The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019.

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Shangfei Wang, Shiyu Chen, Qiang Ji (2019). Content-Based Video Emotion Tagging Augmented by Users' Multiple Physiological Responses. IEEE Trans. Affect. Comput..

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Shi Yin, Shangfei Wang, Guozhu Peng, Xiaoping Chen, Bowen Pan (2019). Capturing Spatial and Temporal Patterns for Facial Landmark Tracking through Adversarial Learning. Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019.

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Shangfei Wang, Shan Wu, Guozhu Peng, Qiang Ji (2019). Capturing Feature and Label Relations Simultaneously for Multiple Facial Action Unit Recognition. IEEE Trans. Affect. Comput..

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Sicheng Zhao, Shangfei Wang, Mohammad Soleymani, Dhiraj Joshi, Qiang Ji (2019). Affective Computing for Large-Scale Heterogeneous Multimedia Data: A Survey. CoRR.

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Shangfei Wang, Guozhu Peng, Shiyu Chen, Qiang Ji (2018). Weakly Supervised Facial Action Unit Recognition With Domain Knowledge. IEEE Trans. Cybern..

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Guozhu Peng, Shangfei Wang (2018). Weakly Supervised Facial Action Unit Recognition Through Adversarial Training. 2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018.

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Shangfei Wang, Bowen Pan, Huaping Chen, Qiang Ji (2018). Thermal Augmented Expression Recognition. IEEE Trans. Cybern..

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Can Wang, Shangfei Wang (2018). Personalized Multiple Facial Action Unit Recognition through Generative Adversarial Recognition Network. 2018 ACM Multimedia Conference on Multimedia Conference, MM 2018, Seoul, Republic of Korea, October 22-26, 2018.

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Shangfei Wang, Shiyu Chen, Tanfang Chen, Xiaoxiao Shi (2018). Learning with privileged information for multi-Label classification. Pattern Recognit..

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Bowen Pan, Shangfei Wang (2018). Facial Expression Recognition Enhanced by Thermal Images through Adversarial Learning. 2018 ACM Multimedia Conference on Multimedia Conference, MM 2018, Seoul, Republic of Korea, October 22-26, 2018.

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Longfei Hao, Shangfei Wang, Guozhu Peng, Qiang Ji (2018). Facial Action Unit Recognition Augmented by Their Dependencies. 13th IEEE International Conference on Automatic Face & Gesture Recognition, FG 2018, Xi’an, China, May 15-19, 2018.

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Shan Wu, Shangfei Wang, Zhen Gao (2017). Personalized video emotion tagging through a topic model. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017.

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Shiyu Chen, Shangfei Wang, Tanfang Chen, Xiaoxiao Shi (2017). Learning with Privileged Information for Multi-Label Classification. CoRR.

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Shangfei Wang, Jiajia Yang, Zhen Gao, Qiang Ji (2017). Feature and label relation modeling for multiple-facial action unit classification and intensity estimation. Pattern Recognit..

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Shangfei Wang, Quan Gan, Qiang Ji (2017). Expression-assisted facial action unit recognition under incomplete AU annotation. Pattern Recognit..

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Tanfang Chen, Yaxin Wang, Shangfei Wang, Shiyu Chen (2017). Exploring Domain Knowledge for Affective Video Content Analyses. Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017.

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Yangyang Shu, Shangfei Wang (2017). Emotion recognition through integrating EEG and peripheral signals. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017.

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Quan Gan, Siqi Nie, Shangfei Wang, Qiang Ji (2017). Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network. Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.

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Tanfang Chen, Shangfei Wang, Shiyu Chen (2017). Deep multimodal network for multi-label classification. 2017 IEEE International Conference on Multimedia and Expo, ICME 2017, Hong Kong, China, July 10-14, 2017.

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Shan Wu, Shangfei Wang, Bowen Pan, Qiang Ji (2017). Deep Facial Action Unit Recognition from Partially Labeled Data. IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017.

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Jiajia Yang, Shangfei Wang (2017). Capturing Spatial and Temporal Patterns for Distinguishing between Posed and Spontaneous Expressions. Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017.

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Shan Wu, Shangfei Wang, Qiang Ji (2017). Capturing Dependencies among Labels and Features for Multiple Emotion Tagging of Multimedia Data. Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.

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Quan Gan, Shangfei Wang, Longfei Hao, Qiang Ji (2017). A Multimodal Deep Regression Bayesian Network for Affective Video Content Analyses. IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017.

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Chongliang Wu, Shangfei Wang (2016). Posed and Spontaneous Expression Recognition Through Restricted Boltzmann Machine. MultiMedia Modeling - 22nd International Conference, MMM 2016, Miami, FL, USA, January 4-6, 2016, Proceedings, Part I.

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Jiajia Yang, Shan Wu, Shangfei Wang, Qiang Ji (2016). Multiple facial action unit recognition enhanced by facial expressions. 23rd International Conference on Pattern Recognition, ICPR 2016, Cancún, Mexico, December 4-8, 2016.

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Shan Wu, Shangfei Wang, Qiang Ji (2016). Multiple Facial Action Unit recognition by learning joint features and label relations. 23rd International Conference on Pattern Recognition, ICPR 2016, Cancún, Mexico, December 4-8, 2016.

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Shiyu Chen, Shangfei Wang, Chongliang Wu, Zhen Gao, Xiaoxiao Shi, Qiang Ji (2016). Implicit hybrid video emotion tagging by integrating video content and users' multiple physiological responses. 23rd International Conference on Pattern Recognition, ICPR 2016, Cancún, Mexico, December 4-8, 2016.

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Shangfei Wang, Zhen Gao, Shan He, Menghua He, Qiang Ji (2016). Gender recognition from visible and thermal infrared facial images. Multim. Tools Appl..

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Chongliang Wu, Shangfei Wang, Bowen Pan, Huaping Chen (2016). Facial Expression Recognition with Deep two-view Support Vector Machine. Proceedings of the 2016 ACM Conference on Multimedia Conference, MM 2016, Amsterdam, The Netherlands, October 15-19, 2016.

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Shangfei Wang, Shan Wu, Zhen Gao, Qiang Ji (2016). Facial expression recognition through modeling age-related spatial patterns. Multim. Tools Appl..

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Rui Zhao, Quan Gan, Shangfei Wang, Qiang Ji (2016). Facial Expression Intensity Estimation Using Ordinal Information. 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, Las Vegas, NV, USA, June 27-30, 2016.

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Shan Wu, Shangfei Wang, Yachen Zhu, Zhen Gao, Lihua Yue, Qiang Ji (2016). Employing subjects' information as privileged information for emotion recognition from EEG signals. 23rd International Conference on Pattern Recognition, ICPR 2016, Cancún, Mexico, December 4-8, 2016.

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Shiyu Chen, Zhen Gao, Shangfei Wang (2016). Emotion recognition from peripheral physiological signals enhanced by EEG. 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016.

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Tanfang Chen, Shangfei Wang, Zhen Gao, Chongliang Wu (2016). Emotion Recognition from EEG Signals Enhanced by User's Profile. Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016.

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Shangfei Wang, Chongliang Wu, Qiang Ji (2016). Capturing global spatial patterns for distinguishing posed and spontaneous expressions. Comput. Vis. Image Underst..

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Shangfei Wang, Qiang Ji (2015). Video Affective Content Analysis: A Survey of State-of-the-Art Methods. IEEE Trans. Affect. Comput..

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Quan Gan, Chongliang Wu, Shangfei Wang, Qiang Ji (2015). Posed and spontaneous facial expression differentiation using deep Boltzmann machines. 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015, Xi’an, China, September 21-24, 2015.

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Shangfei Wang, Chongliang Wu, Menghua He, Jun Wang, Qiang Ji (2015). Posed and spontaneous expression recognition through modeling their spatial patterns. Mach. Vis. Appl..

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Shangfei Wang, Zhaoyu Wang, Qiang Ji (2015). Multiple emotional tagging of multimedia data by exploiting dependencies among emotions. Multim. Tools Appl..

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Shangfei Wang, Jun Wang, Ziheng Wang, Qiang Ji (2015). Multiple Emotion Tagging for Multimedia Data by Exploiting High-Order Dependencies Among Emotions. IEEE Trans. Multim..

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Zhen Gao, Shangfei Wang, Qiang Ji (2015). Multiple Aesthetic Attribute Assessment by Exploiting Relations Among Aesthetic Attributes. Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015.

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Chongliang Wu, Shangfei Wang, Qiang Ji (2015). Multi-instance Hidden Markov Model for facial expression recognition. 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015, Ljubljana, Slovenia, May 4-8, 2015.

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Shangfei Wang, Menghua He, Yachen Zhu, Shan He, Yue Liu, Qiang Ji (2015). Learning with privileged information using Bayesian networks. Frontiers Comput. Sci..

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Shangfei Wang, Zhilei Liu, Yachen Zhu, Menghua He, Xiaoping Chen, Qiang Ji (2015). Implicit video emotion tagging from audiences' facial expression. Multim. Tools Appl..

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Jun Wang, Shangfei Wang, Qiang Ji (2015). Facial Action Unit Classification with Hidden Knowledge under Incomplete Annotation. Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015.

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Xiaoxiao Shi, Shangfei Wang, Yachen Zhu (2015). Expression Recognition from Visible Images with the Help of Thermal Images. Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015.

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Shan Wu, Shangfei Wang, Jun Wang (2015). Enhanced facial expression recognition by age. 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015, Ljubljana, Slovenia, May 4-8, 2015.

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Shangfei Wang, Yachen Zhu, Lihua Yue, Qiang Ji (2015). Emotion Recognition with the Help of Privileged Information. IEEE Trans. Auton. Ment. Dev..

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Zhen Gao, Shangfei Wang (2015). Emotion Recognition from EEG Signals using Hierarchical Bayesian Network with Privileged Information. Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015.

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Zhen Gao, Shangfei Wang (2015). Emotion Recognition from EEG Signals by Leveraging Stimulus Videos. Advances in Multimedia Information Processing - PCM 2015 - 16th Pacific-Rim Conference on Multimedia, Gwangju, South Korea, September 16-18, 2015, Proceedings, Part II.

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Zhaoyu Wang, Jun Wang, Shangfei Wang, Qiang Ji (2014). Sequence-based bias analysis of spontaneous facial expression databases. 2013 IEEE International Conference on Multimedia and Expo Workshops, Chengdu, China, July 14-18, 2014.

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Yachen Zhu, Shangfei Wang, Lihua Yue, Qiang Ji (2014). Multiple-Facial Action Unit Recognition by Shared Feature Learning and Semantic Relation Modeling. 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, August 24-28, 2014.

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Baoyuan Wu, Zhilei Liu, Shangfei Wang, Bao-Gang Hu, Qiang Ji (2014). Multi-label Learning with Missing Labels. 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, August 24-28, 2014.

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Shangfei Wang, Yachen Zhu, Guobing Wu, Qiang Ji (2014). Hybrid video emotional tagging using users' EEG and video content. Multim. Tools Appl..

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Shangfei Wang, Shan He, Yue Wu, Menghua He, Qiang Ji (2014). Fusion of visible and thermal images for facial expression recognition. Frontiers Comput. Sci..

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Zhen Gao, Shangfei Wang, Chongliang Wu, Jun Wang, Qiang Ji (2014). Facial Action Unit recognition by relation modeling from both qualitative knowledge and quantitative data. 2013 IEEE International Conference on Multimedia and Expo Workshops, Chengdu, China, July 14-18, 2014.

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Shangfei Wang, Zhilei Liu, Jun Wang, Zhaoyu Wang, Yongqiang Li, Xiaoping Chen, Qiang Ji (2014). Exploiting multi-expression dependences for implicit multi-emotion video tagging. Image Vis. Comput..

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Shangfei Wang, Jun Wang, Zhaoyu Wang, Qiang Ji (2014). Enhancing multi-label classification by modeling dependencies among labels. Pattern Recognit..

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Yachen Zhu, Shangfei Wang, Qiang Ji (2014). Emotion recognition from users' EEG signals with the help of stimulus VIDEOS. IEEE International Conference on Multimedia and Expo, ICME 2014, Chengdu, China, July 14-18, 2014.

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Shangfei Wang, Menghua He, Zhen Gao, Shan He, Qiang Ji (2014). Emotion recognition from thermal infrared images using deep Boltzmann machine. Frontiers Comput. Sci..

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Jun Wang, Shangfei Wang, Qiang Ji (2014). Early Facial Expression Recognition Using Hidden Markov Models. 22nd International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, August 24-28, 2014.

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Jun Wang, Shangfei Wang, Mengdi Huai, Chongliang Wu, Zhen Gao, Yue Liu, Qiang Ji (2014). Capture expression-dependent AU relations for expression recognition. 2013 IEEE International Conference on Multimedia and Expo Workshops, Chengdu, China, July 14-18, 2014.

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Yongqiang Li, Shangfei Wang, Yongping Zhao, Qiang Ji (2013). Simultaneous Facial Feature Tracking and Facial Expression Recognition. IEEE Trans. Image Process..

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Zhilei Liu, Shangfei Wang, Zhaoyu Wang, Qiang Ji (2013). Implicit video multi-emotion tagging by exploiting multi-expression relations. 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013, Shanghai, China, 22-26 April, 2013.

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Shan He, Shangfei Wang, Wuwei Lan, Huan Fu, Qiang Ji (2013). Facial Expression Recognition Using Deep Boltzmann Machine from Thermal Infrared Images. 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013, Geneva, Switzerland, September 2-5, 2013.

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Shangfei Wang, Zhilei Liu, Peijia Shen, Qiang Ji (2013). Eye localization from thermal infrared images. Pattern Recognit..

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Zhaoyu Wang, Shangfei Wang, Menghua He, Zhilei Liu, Qiang Ji (2013). Emotional tagging of videos by exploring multiple emotions' coexistence. 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013, Shanghai, China, 22-26 April, 2013.

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Yachen Zhu, Xilan Tian, Guobing Wu, Gilles Gasso, Shangfei Wang, Stéphane Canu (2013). Emotional Influence on SSVEP Based BCI. 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013, Geneva, Switzerland, September 2-5, 2013.

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Ziheng Wang, Yongqiang Li, Shangfei Wang, Qiang Ji (2013). Capturing Global Semantic Relationships for Facial Action Unit Recognition. IEEE International Conference on Computer Vision, ICCV 2013, Sydney, Australia, December 1-8, 2013.

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Ziheng Wang, Shangfei Wang, Qiang Ji (2013). Capturing Complex Spatio-temporal Relations among Facial Muscles for Facial Expression Recognition. 2013 IEEE Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013.

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Menghua He, Shangfei Wang, Zhilei Liu, Xiaoping Chen (2013). Analyses of the Differences between Posed and Spontaneous Facial Expressions. 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013, Geneva, Switzerland, September 2-5, 2013.

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Shangfei Wang, Zhilei Liu, Zhaoyu Wang, Guobing Wu, Peijia Shen, Shan He, Xufa Wang (2013). Analyses of a Multimodal Spontaneous Facial Expression Database. IEEE Trans. Affect. Comput..

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Menghua He, Shangfei Wang, Qiang Ji (2013). Active Labeling of Facial Feature Points. 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013, Geneva, Switzerland, September 2-5, 2013.

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Shangfei Wang, Shan He (2012). Spontaneous Facial Expression Recognition by Fusing Thermal Infrared and Visible Images. Intelligent Autonomous Systems 12 - Volume 2 Proceedings of the 12th International Conference IAS-12, held June 26-29, 2012, Jeju Island, Korea.

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Shangfei Wang, Shan He, Hua Zhu (2012). Similarity Measurement and Feature Selection Using Genetic Algorithm. Advances in Neural Networks - ISNN 2012 - 9th International Symposium on Neural Networks, Shenyang, China, July 11-14, 2012. Proceedings, Part II.

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Zhilei Liu, Shangfei Wang (2012). Posed and spontaneous expression distinguishment from infrared thermal images. Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012, Tsukuba, Japan, November 11-15, 2012.

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Peijia Shen, Shangfei Wang, Zhilei Liu (2012). Facial Expression Recognition from Infrared Thermal Videos. Intelligent Autonomous Systems 12 - Volume 2 Proceedings of the 12th International Conference IAS-12, held June 26-29, 2012, Jeju Island, Korea.

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Shangfei Wang, Peijia Shen, Zhilei Liu (2012). Facial expression recognition from infrared thermal images using temperature difference by voting. 2nd IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2012, Hangzhou, China, October 30 - November 1, 2012.

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Shangfei Wang, Peijia Shen, Zhilei Liu (2012). Eye Localization from Infrared Thermal Images. Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction - First IAPR TC3 Workshop, MPRSS 2012, Tsukuba, Japan, November 11, 2012, Revised Selected Papers.

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Zhaoyu Wang, Shangfei Wang, Yachen Zhu, Qiang Ji (2012). Bias analyses of spontaneous facial expression database. Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012, Tsukuba, Japan, November 11-15, 2012.

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Shangfei Wang, Guobing Wu, Yachen Zhu (2012). Analysis of Affective Effects on Steady-State Visual Evoked Potential Responses. Intelligent Autonomous Systems 12 - Volume 2 Proceedings of the 12th International Conference IAS-12, held June 26-29, 2012, Jeju Island, Korea.

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Shangfei Wang, Rui Ding (2012). A qualitative and quantitative study of color emotion using valence-arousal. Frontiers Comput. Sci..

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Rong Zhang, Shangfei Wang, Xiaoping Chen, Dong Yin, Shijia Chen, Min Cheng, Yanpeng Lv, Jianmin Ji, Dejian Wang, Peijia Shen (2011). Towards robot incremental learning constraints from comparative demonstration. 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3.

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Zhaoyu Wang, Shangfei Wang (2011). Spontaneous facial expression recognition by using feature-level fusion of visible and thermal infrared images. 2011 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2011, Beijing, China, September 18-21, 2011.

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Shan He, Shangfei Wang, Yanpeng Lv (2011). Spontaneous Facial Expression Recognition Based on Feature Point Tracking. Sixth International Conference on Image and Graphics, ICIG 2011, Hefei, Anhui, China, August 12-15, 2011.

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Zhilei Liu, Shangfei Wang (2011). Emotion Recognition Using Hidden Markov Models from Facial Temperature Sequence. Affective Computing and Intelligent Interaction - Fourth International Conference, ACII 2011, Memphis, TN, USA, October 9-12, 2011, Proceedings, Part II.

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Shangfei Wang, Huan Lin, Yongjie Hu (2011). Affective Classification in Video Based on Semi-supervised Learning. Advances in Neural Networks - ISNN 2011 - 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29-June 1, 2011, Proceedings, Part III.

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Yanpeng Lv, Shangfei Wang, Peijia Shen (2011). A real-time attitude recognition by eye-tracking. ICIMCS 2011, The Third International Conference on Internet Multimedia Computing and Service, Chengdu, China, August 5-7, 2011.

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Shangfei Wang, Hua Zhu (2010). Musical perceptual similarity estimation using interactive genetic algorithm. Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010.

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Shangfei Wang, Zhilei Liu (2010). Infrared Face Recognition Based on Histogram and K-Nearest Neighbor Classification. Advances in Neural Networks - ISNN 2010, 7th International Symposium on Neural Networks, ISNN 2010, Shanghai, China, June 6-9, 2010, Proceedings, Part II.

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Bin Xu, Shangfei Wang, Xian Li (2010). An emotional harmony generation system. Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010.

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Yanpeng Lv, Shangfei Wang (2010). A spontaneous facial expression recognition method using head motion and AAM features. Second World Congress on Nature & Biologically Inspired Computing, NaBIC 2010, 15-17 December 2010, Kitakyushu, Japan.

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Shangfei Wang, Zhilei Liu, Siliang Lv, Yanpeng Lv, Guobing Wu, Peng Peng, Fei Chen, Xufa Wang (2010). A Natural Visible and Infrared Facial Expression Database for Expression Recognition and Emotion Inference. IEEE Trans. Multim..

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Siliang Lv, Shangfei Wang, Xufa Wang (2009). Emotional speech synthesis by XML file using interactive genetic algorithms. Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, GEC Summit 2009, Shanghai, China, June 12-14, 2009.

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Shangfei Wang, Siliang Lv, Xufa Wang (2008). Infrared Facial Expression Recognition Using Wavelet Transform. 2008 International Symposium on Computer Science and Computational Technology, ISCSCT 2008, 20-22 December 2008, Shanghai, China, 2 Volumes.

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Hua Zhu, Shangfei Wang, Zhen Wang (2008). Emotional Music Generation Using Interactive Genetic Algorithm. International Conference on Computer Science and Software Engineering, CSSE 2008, Volume 1: Artificial Intelligence, December 12-14, 2008, Wuhan, China.

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Rui Ding, Shangfei Wang, Yongjie Hu, Haibao Wang (2008). Analysis of Relationships between Color and Emotion by Classification Based on Associations. International Conference on Computer Science and Software Engineering, CSSE 2008, Volume 1: Artificial Intelligence, December 12-14, 2008, Wuhan, China.

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Shangfei Wang, Xufa Wang, Hideyuki Takagi (2006). User Fatigue Reduction by an Absolute Rating Data-trained Predictor in IEC. IEEE International Conference on Evolutionary Computation, CEC 2006, part of WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006.

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Shangfei Wang, Hideyuki Takagi (2005). Evaluation of User Fatigue Reduction Through IEC Rating-Scale Mapping. Soft Computing as Transdisciplinary Science and Technology, Proceedings of the fourth IEEE International Workshop, WSTST'05, Muroran, Japan.

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Shangfei Wang, Xufa Wang (2005). Emotion Semantics Image Retrieval: An Brief Overview. Affective Computing and Intelligent Interaction, First International Conference, ACII 2005, Beijing, China, October 22-24, 2005, Proceedings.

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Shangfei Wang, Jia Xue (2005). Case-Based Facial Action Units Recognition Using Interactive Genetic Algorithm. Affective Computing and Intelligent Interaction, First International Conference, ACII 2005, Beijing, China, October 22-24, 2005, Proceedings.

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Shangfei Wang, Enhong Chen, Jing Hu, Xufa Wang (2001). Kansei-Oriented Image Retrieval. Active Media Technology, 6th International Computer Science Conference, AMT 2001, Hong Kong, China, December 18-20, 2001, Proceedings.

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