教授

联系方式：huhaif@mail.sysu.edu.cn
?????? 教授，博士生导师，美国卡内基梅隆大学访问教授。从事计算机视觉、模式识别、人工智能、机器学习等方面研究，包括人脸识别、步态识别、动作识别、自然语言处理、图像描述、行人重识别、视觉情感分析等。在IEEE/ACM汇刊, Pattern Recognition等国际权威期刊以及AAAI, ACL, CVPR, ACCV, ICPR, ICIP等国际知名会议发表160余篇论文。主持四项国家级和两项省级重点课题，参与多个国家级重大科技项目。

学术兼职和社会服务:
【社会服务】
国家自然科学基金评审人
IEEE会员
模式识别专委会委员
计算机视觉专委会委员
TPAMI, TIP, TNNLS, TCSVT，TIFS以及PR等权威刊物审稿人

教育经历:
【学习经历】
1995年9月—1999 年7月，中山大学，自动控制专业，学士
1999年9月—2004 年6月，中山大学，硕博连读，通信与信息系统专业，博士

授课课程:
?数字图像处理、计算机视觉、模式识别、现代数字信号处理、概率论与数理统计

研究方向:
计算机视觉、模式识别、人工智能、机器学习、大数据分析
招生方向：信息与通信工程，电子与通信工程

科研项目:
鲁棒图像描述关键技术研究，国家自然科学基金面上项目(**)，2021.1–2024.12，58万，主持
基于图像集人脸识别关键技术研究，国家自然科学基金面上项目(**)，2017.1–2020.12，62万，主持
非限制环境下人脸识别关键技术研究，国家自然科学基金面上项目(**)，2013.1–2016.12，80万，主持
人脸图像特征抽取及分类器设计若干问题研究，国家自然科学基金(**)，2009.1–2011.12，18万，主持
跨年龄人脸识别关键技术研究，广东省自然科学基金重点项目（2017A），2017-2020， 50万，主持
面向真实环境的四维人脸识别若干关键技术研究，广东省自然科学基金面上项目(2014A)，2015.1–2017.12，10万，主持
基于身份识别的智能移动警务执法仪关键技术研究及示范应用，广州市产学研协同创新重大专项，2017.4-2019.4，100万，主持
基于移动互联网的法定证件照片社会化采集检测处理与检索管理平台，广东省前沿与关键技术创新专项，2016.1-2017.12，500万，校方主持人
面向智慧安防的网格化人脸轨迹分析关键技术及系统实现，广州市产学研协同创新重大专项，2016.4-2017.12，100万，校方主持人
低分辨率视频监控环境下可变光照人脸识别关键技术及其系统实现，广州市科技计划(20**0476)，2014.9-2015.12，30万，主持
面向监控环境的海量视频搜索若干关键技术研究，广东顺德中山大学卡内基梅隆大学国际联合研究院自由申请项目(**)，2015.1–2016.12，50万，主持

代表性科研成果:
【部分发表论文】
Weipeng Hu (研究生), Haifeng Hu (通讯作者), Adversarial Disentanglement Spectrum Variations and Cross-modality Attention Networks for NIR-VIS Face Recognition, IEEE Trans. on Multimedia, Vol.23, No.1, pp.145-160, 2021
Sijie Mai (研究生), Songlong Xing (研究生),?Haifeng Hu (通讯作者), A Unimodal Representation Learning and Recurrent Decomposition Fusion Structure for Utterance-level Multimodal Embedding Learning, IEEE Trans. on Multimedia,?2021
Weipeng Hu (研究生), Haifeng Hu (通讯作者), Dual Face Alignment Learning Network for NIR-VIS Face Recognition, IEEE Trans. on Circuits and Systems for Video Technology, 2021
Min Yang (研究生), Yuong Zhang, Mingzhi Mao, Haifeng Hu (通讯作者), 7-Instant Discrete-Time Synthesis Model Solving Future Different-Level Linear Matrix System via Equivalency of Zeroing Neural Network, IEEE Trans. on Cybernetics,?2021
Weipeng Hu (研究生),?Haifeng Hu (通讯作者), Dual Adversarial Disentanglement and Deep Representation Decorrelation for NIR-VIS Face Recognition, IEEE Trans. on Information Forensics and?Security,?Vol.16, No.1, pp.70-85, 2021
Yangjian Huang?(研究生), Haifeng Hu (通讯作者), A Parallel Architecture of Age Adversarial Convolutional Neural Network for Cross-Age Face Recognition, IEEE Trans. on Circuits and Systems for Video Technology, Vol.31, No.1, pp.148-159, 2021
Junxuan Zhang,?Haifeng Hu (通讯作者), Zheng Liu?(研究生), Appearance-and-Dynamic Learning with Bifurcated Convolution Neural Network for Action Recognition, IEEE Trans. on Circuits and Systems for Video Technology, Vol.31, No.4, pp.1593-1606, 2021
Yongbo Wu (研究生), Lingshuang Du (研究生), Haifeng Hu (通讯作者),?Parallel Multi-path Age Distinguish Network for Cross-Age Face Recognition, IEEE Trans. on Circuits and Systems for Video Technology,?2021
Yewen Huang?(研究生), Sicheng Lian?(研究生), Haifeng Hu (通讯作者), Dihu Chen, Tao Su, Multiscale Omnibearing Attention Network for Person Re-Identification, IEEE Trans. on Circuits and Systems for Video Technology, Vol.31, No.5, pp.1790-1803, 2021
Sijie Mai (研究生), Songlong Xing (研究生),?Haifeng Hu (通讯作者), Analyzing Multimodal Language via Acoustic- and Visual-LSTM with Channel-aware Temporal Convolution Network, IEEE Trans. on Audio, Speech and Language Processing, Vol.29,?pp.1424-1437, 2021?
Weitao Jiang (研究生),?Weixuan Wang (研究生), Haifeng Hu (通讯作者), Bidirectional Co-Attention Network for Image Captioning, ACM Trans. on Multimedia Computing Communications and Applications (TOMM),?2021
Yizhen Chen (研究生),?Haifeng Hu (通讯作者), Y-Net: Dual-branch Joint Network for Semantic Segmentation, ACM Trans. on Multimedia Computing Communications and Applications (TOMM),?2021
Teng Wang (研究生), Huicheng Zheng, Ming Yu (研究生),? Qiang Tian (研究生),?Haifeng Hu,?Event-Centric Hierarchical Representation for Dense Video Captioning, IEEE Trans. on Circuits and Systems for Video Technology, Vol.31, No.5, pp.1890-1900, 2021?
Weipeng Hu (研究生),?Haifeng Hu (通讯作者), Disentangled Spectrum Variations Networks for NIR-VIS Face Recognition, IEEE Trans. on Multimedia,?Vol.22, No.5, pp.1234-1248, 2020
Lingshuang Du (研究生), Haifeng Hu (通讯作者),?Cross-Age Identity Difference Analysis Model Based on Image Pairs for Age Invariant Face Verification, IEEE Trans. on Circuits and Systems for Video Technology, doi:10.1109/TCSVT.2020.**, 2020
Sicheng Lian (研究生), Weitao Jiang (研究生), Haifeng Hu (通讯作者),?Attention-Aligned Network for Person Re-Identification, IEEE Trans. on Circuits and Systems for Video Technology, doi:10.1109/TCSVT.2020.**, 2020
Songlong Xing (研究生),?Sijie Mai (研究生), Haifeng Hu (通讯作者), Adapted Dynamic Memory Network for Emotion Recognition in Conversation, IEEE Trans. on Affective Computing, doi:10.1109/TAFFC.2020.**, 2020
Sijie Mai (研究生), Haifeng Hu (通讯作者), Jia Xu (本科生)，Songlong Xing (研究生),?Multi-Fusion Residual Memory Network for Multimodal Human Sentiment Comprehension, IEEE Trans. on Affective Computing, doi:10.1109/TAFFC.2020.**, 2020
Junfeng Zhang (研究生), Haifeng Hu (通讯作者), Shenming Feng (研究生), Robust Facial Landmark Detection via Heatmap-Offset Regression, IEEE Trans. on Image Processing, Vol.29, No.1, pp.5050-5064, 2020
Min Yang (研究生), Yuong Zhang, Haifeng Hu (通讯作者), Adaptive Discrete ZND Models for Tracking Control of Redundant Manipulator, IEEE Trans. on Industrial Informatics, Vol.16, No.12, pp.7360-7368, 2020
Lingshuang Du (研究生), Haifeng Hu (通讯作者), Yongbo Wu (研究生), Cycle Age-Adversarial Model Based on Identity Preserving Network and Transfer Learning for Cross-Age Face Recognition, IEEE Trans. on Information Forensics and?Security, Vol.15, No.1, pp.2241-2252, 2020
Sijie Mai (本科生),?Songlong Xing?(本科生),?Haifeng Hu (通讯作者), Locally Confined Modality Fusion Network with a Global Perspective for Multimodal Human Affective Computing, IEEE Trans. on Multimedia, Vol.22, No.1, pp.122-137, 2020
Ruijun Ma (研究生), Haifeng Hu (通讯作者), Songlong Xing (研究生), Efficient and Fast Real-World Noisy Image Denoising by Combining Pyramid Neural Network and Two-Pathway Unscented Kalman Filter, IEEE Trans. on Image Processing, Vol.29, No.1, pp.3927-3940, 2020
Min Yang?(研究生),?Yunong Zhang, Haifeng Hu,?Binbin Qiu, General 7-Instant DCZNN Model Solving Future Different-Level System of Nonlinear Inequality and Linear Equation, IEEE Trans. on Neural Networks and Learning Systems, Vol.31, No.9, pp.3204-3214, 2020
Lingshuang Du (研究生), Haifeng Hu (通讯作者), Age Factor Removal Network Based on Transfer Learning and Adversarial Learning for Cross-Age Face Recognition, IEEE Trans. on Circuits and Systems for Video Technology, Vol.30, No.9, pp.2830-2842, 2020
Siyue Xie (研究生), Haifeng Hu (通讯作者), Yizhen Chen(研究生), Facial Expression Recognition with Two-branch Disentangled Generative Adversarial Network, IEEE Trans. on Circuits and Systems for Video Technology, doi:10.1109/TCSVT.2020.**, 2020
Junfeng Zhang (研究生), Haifeng Hu (通讯作者), Guobin Shen (本科生),?Joint Stacked Hourglass Network and Salient Region Attention Refinement for Robust Face Alignment, ACM Trans. on Multimedia Computing Communications and Applications (TOMM),?Vol. 16, No. 1, Article 10, pp. 1-19, 2020
Yewen Huang?(研究生), Sicheng Lian?(研究生), Suian Zhang?(研究生), Haifeng Hu (通讯作者), Dihu Chen, Tao Su, Three-Dimension Transmissible Attention Network for Person Re-Identification, IEEE Trans. on Circuits and Systems for Video Technology, Vol.30, No.12, pp.4540-4553, 2020
Wendong Chen (研究生), Haifeng Hu (通讯作者), Generative Attention Adversarial Classification Network for Unsupervised Domain Adaptation, Pattern Recognition, Vol.17, 2020
Liang Yang (研究生),?Songlong Xing?(研究生),?Haifeng Hu (通讯作者), Constrained LSTM and Residual Attention for Image Captioning, ACM Trans. on Multimedia Computing Communications and Applications (TOMM),?Vol.16, No.3, Article 75, 2020
Senming Feng (研究生),?Haifeng Hu (通讯作者), Learning Joint Structure for Human Pose Estimation, ACM Trans. on Multimedia Computing Communications and Applications (TOMM),?Vol.16, No.3, Article 85, 2020
Xiaofan Luo (研究生),?Fukoeng Wong (研究生), Haifeng Hu (通讯作者), FIN: Feature Integrated Network for Object Detection, ACM Trans. on Multimedia Computing Communications and Applications (TOMM),?Vol.16, No.2, Article 48, 2020
Yewen Huang (研究生), Yi Huang (本科生), Haifeng Hu (通讯作者),?Dihu Chen, Tao Su, Deeply Associative Two-stage Representations Learning based on Labels Interval Extension loss and Group loss for Person Re-identification, IEEE Trans. on Circuits and Systems for Video Technology, Vol.30, No.12, pp.4526-4539, 2020
Siyue Xie (研究生), Haifeng Hu (通讯作者), Facial Expression Recognition Using Hierarchical Features with Deep Comprehensive Multi-Patches Aggregation Convolutional Neural Networks, IEEE Trans. on Multimedia, Vol. 21, No.1, pp. 211-220, 2019
Jie Wu (研究生), Haifeng Hu (通讯作者), Liang Yang (研究生),?Pseudo-3D Attention Transfer Network with Content-Aware Strategy for Image Captioning, ACM Trans. on Multimedia Computing Communications and Applications (TOMM),?Vol. 15, No. 3, Article 80, pp. 1-19, 2019
Yunong Zhang, Min Yang (研究生), Huanchang Huang (研究生), Mengling Xiao (研究生), and Haifeng Hu, New Discrete Solution Model for Solving Future Different-Level Linear Inequality and Equality With Robot Manipulator Control, IEEE Trans. on Industrial Informatics, Vol.15, No.4, pp.1975-1984, 2019
Siyue Xie (研究生), Haifeng Hu (通讯作者), Yongbo Wu (研究生), Deep Multi-path Convolutional Neural Network Joint with Salient Region Attention for Facial Expression Recognition, Pattern Recognition, Vol. 92, pp.177-191, 2019
Junxuan Zhang (研究生), Haifeng Hu (通讯作者), Domain Learning joint with Semantic Adaptation for Human Action Recognition, Pattern Recognition, Vol. 90, pp.196-209, 2019
Junxuan Zhang (研究生), Haifeng Hu (通讯作者), Xinlong Lu (本科生),?Moving Foreground-Aware Visual Attention and Key Volume Mining for Human Action Recognition, ACM Trans. on Multimedia Computing Communications and Applications (TOMM),?Vol. 15, No. 3, Article 74, pp. 1-16, 2019
Ruijun Ma (研究生), Haifeng Hu (通讯作者), Weixuan Wang (研究生), Jia Xu (本科生), Zhengming Li (研究生), Photorealistic face completion with semantic parsing and face identity-preserving features, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.15, No.1, Article 28, 2019
Chen He (研究生), Haifeng Hu (通讯作者), Image Captioning with Visual-Semantic Double Attention, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.15, No.1, Article 26, 2019
Junfeng Zhang (研究生), Haifeng Hu (通讯作者), Joint Head Attribute Classifier and Domain-Specific Refinement Networks for Face Alignment, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.14, No.4, Article 79, 2018
Jie Wu (研究生), Haifeng Hu (通讯作者), Image Captioning via Semantic Guidance Attention and Consensus Selection Strategy, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.14, No.4, Article 87, 2018
Haoxi Li (研究生), Haifeng Hu (通讯作者), Chitung Yip (本科生), Age-related Factor guided Joint Task Modeling Convolutional Neural Network for Cross-Age Face Recognition, IEEE Trans. on Information Forensics and Security, Vol.13, No.9, pp. 2383-2392, 2018
Anqi Wang (本科生), Haifeng Hu (通讯作者), Liang Yang (研究生), Image Captioning with Affective Guiding and Selective Attention, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.14, No.3, Article 73, 2018
Haoxi Li (研究生), Haifeng Hu (通讯作者), Chitung Yip (本科生), Comments on“Iterative Re-Constrained Group Sparse Face Recognition With Adaptive Weights Learning", IEEE Trans. on Image Processing, Vol.26, No.11 pp.5475- 5476, 2017
Haifeng Hu, Sparse Discriminative Multi-Manifold Grassmannian Analysis for Face Recognition with Image Sets, IEEE Trans. on Circuits and Systems for Video Technology, 25(10), pp.1599-1611, 2015
Haifeng Hu, Face Recognition with Image Sets Using Locally Grassmannian Discriminant Analysis, IEEE Trans. on Circuits and Systems for Video Technology, 24(9), pp.1461-1474, 2014
Haifeng Hu, Multi-View Gait Recognition based on Patch Distribution Feature and Uncorrelated Multilinear Sparse Local Discriminant Canonical Correlation Analysis, IEEE Trans. Circuits and Systems for Video Technology, 24(4), pp.617-630, 2014.
Haifeng Hu, Enhanced Gabor Feature Based Classification Using a Regularized Locally Tensor Discriminant Model for Multiview Gait Recognition，IEEE Trans. Circuits and Systems for Video Technology, 23(7), pp 1274-1286, 2013
Haifeng Hu, Augmented DT-CWT feature based classification using regularized neighborhood projection discriminant analysis for face recognition, Pattern Recognition, Vol.44, pp.519-531, 2011
Haifeng Hu, Orthogonal neighborhood preserving discriminant analysis for face recognition, Pattern Recognition, Vol.41, pp.2045-2054, 2008
Min Yang (研究生), Yunong Zhang, and Haifeng Hu?(通讯作者),?Posture coordination control of two-manipulator system using projection neural network, Neurocomputing, Vol.427, pp.179-190, 2020
Min Yang (研究生), Yunong Zhang, and Haifeng Hu?(通讯作者),?Discrete ZNN models of Adams-Bashforth (AB) type solving various future problems with motion control of mobile manipulator, Neurocomputing, Vol.384, pp.84-93, 2020
Lingshuang Du (研究生), Haifeng Hu (通讯作者), Nuclear Norm based Adapted Occlusion Dictionary Learning for Face Recognition with Occlusion and Illumination Changes, Neurocomputing, Vol.340, pp.133-144, 2019
Min Yang (研究生), Yunong Zhang, and Haifeng Hu?(通讯作者),?Relationship between time-instant number and precision of ZeaD formulas with proofs, Numerical Algorithms,?2020
Wenjie Qiu (本科生), Wendong Chen (研究生), and Haifeng Hu?(通讯作者),?Partial Domain Adaptation Based on Shared Class-Oriented Adversarial Network, Computer Vision and Image Understanding,?Vol.199, 2020
Weipeng Hu (研究生), Haifeng Hu (通讯作者), Discriminant Deep Feature Learning Based on Joint Supervision Loss and Multi-layer Feature Fusion for Heterogeneous Face Recognition, Computer Vision and Image Understanding, Vol. 184, pp.9-21, 2019
Lingshuang Du (研究生), Haifeng Hu (通讯作者), Weighted Patch-based Manifold Regularization Dictionary Pair Learning Model for Facial Expression Recognition Using Iterative Optimization Classification Strategy, Computer Vision and Image Understanding, Vol.186, pp.13-24,?2019
Sijie Mai (本科生), Haifeng Hu (通讯作者), ?Attentive Matching Network for Few-Shot Learning, Computer Vision and Image Understanding, 2019
Liang Yang (研究生), Haifeng Hu (通讯作者), ?Visual Skeleton and Reparative Attention for Part-of-Speech Image Captioning System, Computer Vision and Image Understanding, 2019
Zhongke Liao (研究生), Haifeng Hu (通讯作者), ?Junxuan Zhang, Chang Yin, Residual Attention Unit for Action Recognition, Computer Vision and Image Understanding, 2019
Junfeng Zhang (研究生), Haifeng Hu (通讯作者), Exemplar-Based Cascaded Stacked Auto-Encoder Networks for Robust Face Alignment, Computer Vision and Image Understanding, Vol.171, pp.95-103, 2018
Haifeng Hu, Multiscale Illumination Normalization for Face Recognition Using Dual Tree Complex Wavelet Transform in Logarithm Domain, Computer Vision and Image Understanding, Vol.115, pp.1384-1394, 2011
Haifeng Hu, ICA-Based Neighborhood Preserving Analysis for Face Recognition, Computer Vision and Image Understanding, Vol.112, pp. 286-295, 2008
Jiaxuan He (研究生), Sijie Mai?(研究生), Haifeng Hu (通讯作者), A Unimodal Reinforced Transformer with Time Squeeze Fusion for Multimodal Sentiment Analysis, IEEE Signal Processing Letters, 2021
Yanke Hou (研究生),?Sicheng Lian?(研究生), Dihu Chen, Haifeng Hu, Part-Relation-Aware Feature Fusion Network for Person Re-identification, IEEE Signal Processing Letter,?Vol.28, pp.743-747, 2021
Lingshuang Du (研究生), Haifeng Hu (通讯作者), Face Recognition Using Simultaneous Discriminative Feature and Adaptive Weight Learning Based on Group Sparse Representation, IEEE Signal Processing Letters, Vol.26, No. 3, pp.390-394, 2019
Haoxi Li (研究生), Haoshan Zou (本科生), Haifeng Hu (通讯作者), Modified Hidden Factor Analysis for Cross-Age Face Recognition, IEEE Signal Processing Letter, Vol. 24, No. 4, pp.465-469, 2017
Zujie Liang (研究生),?Haifeng Hu (通讯作者), LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question Answering, Proceeding of?44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021), Accepted
Sijie Mai (研究生),?Shuangjia Zheng (研究生), Yuedong Yang, Haifeng Hu (通讯作者), Communicative Message Passing for Inductive Relation Reasoning, Proceeding of Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), Accepted
Sijie Mai (研究生),?Haifeng Hu (通讯作者), Songlong Xing (研究生), Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion, Proceeding of Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), Accepted
Zujie Liang (研究生),?Weitao Jiang (研究生), Haifeng Hu (通讯作者), Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering, Proceeding of??2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), Accepted
Haoxin Li (研究生), Weishi Zheng, Haifeng Hu, Adaptive Interaction modeling via Graph Operations Search, Proceeding of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR-20), ?pp.518-527, 2020
Weixuan Wang (研究生),?Zhihong Chen (本科生),?Haifeng Hu (通讯作者), Hierarchical Attention Network for Image Captioning, Proceeding of Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19),? pp.8957-8964, 2019
Sijie Mai (本科生),?Haifeng Hu (通讯作者), Songlong Xing?(本科生),?Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing, Proceeding of??57th Annual Meeting of the Association for Computational Linguistics (ACL 2019),? pp.481-492, 2020
Junfeng Zhang (研究生),?Haifeng Hu (通讯作者), Stacked Hourglass Network Joint with Salient Region Attention Refinement for Face Alignment, Proceeding of 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), pp.1-7, 2019
Weixuan Wang (研究生),?Zhihong Chen (本科生),?Haifeng Hu (通讯作者), Multivariate Attention Network for Image Captioning, Proceeding of Asian Conference on Computer Vision (ACCV 2018),?pp.587-602, 2018
Yangjian Huang (研究生),?Wendong Chen (研究生),?Haifeng Hu (通讯作者), Age-Puzzle FaceNet for Cross-Age Face Recognition, Proceeding of Asian Conference on Computer Vision (ACCV 2018),?pp.603-619, 2018
Jinding Wang (研究生), Haifeng Hu (通讯作者), Complementary Boundary Estimation Network for Temporal Action Proposal Generation, Neural Processing Letters, Vol.52, No.3, pp. 2275-2295, 2020
Ruijun Ma (研究生), Haifeng Hu (通讯作者), Gaussian Pyramid of Conditional Generative Adversarial Network for Real-World Noisy Image Denoising, Neural Processing Letters, Vol.51, No.3, pp. 2669-2684, 2020
Yizhen Chen?(研究生), Haifeng Hu (通讯作者), Multi-Layer Adaptive Feature Fusion for Semantic Segmentation, Neural Processing Letters,?51(2), pp.1081-1092, 2020
Zhongke Liao (研究生), Haifeng Hu (通讯作者), Action Recognition with Multiple Relative Descriptors of Trajectories, Neural Processing Letters,?51(1), pp.287-302, 2020
Wendong Chen (研究生), Haifeng Hu (通讯作者), Unsupervised Domain Adaptation via Discriminative Classes-Center Feature Learning in Adversarial Network, Neural Processing Letters,?52(1), pp. 467-483, 2020
Congcong Ruan (研究生), Haifeng Hu, Dihu Chen, Image Translation with Dual-directional Generative Adversarial Networks, IET Computer Vision, 2020
Jinding Wang (研究生), Haifeng Hu (通讯作者), Attentional Detection Network for Object Detection, IET Computer Vision, Vol.14, No.2, pp. 65-72, 2020
Lingshuang Du?(研究生), Haifeng Hu (通讯作者),?Yongbo Wu (研究生),?Weixuan Wang, Self-adaptive Weighted Synthesized Local Directional Pattern Integrating with Sparse Autoencoder for Expression Recognition based on Improved Multiple Kernel Learning Strategy, IET Computer Vision, Vol.14, No.3, pp.73-83, 2020
Keqi Wang?(研究生), Haifeng Hu (通讯作者), Lin Li, Tundong Liu, Discriminative face recognition methods with structure and label information via l2-norm regularization, Neural Processing Letters,?51(1), pp.639-655, 2020
Haitang Zeng (研究生), Dihu Chen, Haifeng Hu, Two-way constraint network for RGB-Infrared person re-identification, Electronics?Letters,?2021
Sicheng Lian (研究生),?Haifeng Hu (通讯作者), Mask-guided Class Activation Mapping Network for Person Re-identification, Electronics?Letters, Vol.56, No.25, pp.1416-1418, 2020
Hsinchuan Lin (研究生), Jiaying Zhu?(本科生), Haifeng Hu (通讯作者), OCPAN: Multi-Person Pose Estimation with More Attention on Residual Informationg, Electronics?Letters, Vol.56, No.12, pp.602-603, 2020
Xiaofan Luo (研究生), Haifeng Hu (通讯作者), Selected Local Attention Module for Object Detection, Electronics?Letters, Vol.56, No.14, pp.712-713, 2020
Lianglu Yin (研究生), Haifeng Hu (通讯作者), Enhanced Global Attention Upsample Decoder based on enhanced spatial attention and feature aggregation module for semantic segmentation, Electronics?Letters, Vol.56, No.13, pp.659-661, 2020
Duofen Wang (研究生), Dihu Chen, Haifeng Hu, Transformer with Sparse Self-Attention Mechanism for Image Captioning, Electronics?Letters, Vol.56, No.15, pp.764-765, 2020
Shengrong Yang (研究生), Dihu Chen, Haifeng Hu, Dual semantic interdependencies attention network for person re-identification, Electronics?Letters, Vol.56, No.25, pp.1411-1413, 2020
Shenming Feng (研究生), Xiying Li, Haifeng Hu, Combining Parsing Information with Joint Structure for Human Pose Estimation, IEEE Access,?2020
Zheng Liu (研究生), Haifeng Hu (通讯作者), Spatiotemporal Relation Networks for Video Action Recognition, IEEE Access, Vol.7, No. 1, pp.14969-14976, 2019
Junxuan Zhang (研究生), Haifeng Hu (通讯作者), Deep Spatiotemporal Relation Learning with 3D Multi-Level Dense Fusion for Video Action Recognition, IEEE Access, Vol.7, No. 1, pp.15222-15229, 2019
Weipeng Hu (研究生), Haifeng Hu (通讯作者), Xinlong Lu (本科生), Heterogeneous Face Recognition Based on Multiple Deep Networks with Scatter Loss and Diversity Combination, IEEE Access, Vol.7, No. 6, pp.75305-75317, 2019
Yizhen Chen (研究生), Haifeng Hu (通讯作者), Facial Expression Recognition by Inter-class Relational Learning, IEEE Access, Vol.7, No. 8, pp.94106- 94117, 2019
Yewen Huang (研究生),?Suian Zhang (研究生),?Haifeng Hu, Dihu Chen, Tao Su, Resetting-Label Network based on Fast Group Loss for Person Re-Identification, IEEE Access, 2019
Liuchun Yuan (研究生), Dihu Chen, Haifeng Hu, Unsupervised Object-Level Image-to-Image Translation using Positional Attention Bi-flow Generative Network, IEEE Access, ?Vol.7, No. 1, pp.30637-30647, 2019
Liuchun Yuan (研究生),?Congcong Ruan (研究生),?Haifeng Hu, Dihu Chen, Image Inpainting Based on Patch-GANs, IEEE Access, Vol.7, No. 1, pp.46411-46421, 2019
Congcong Ruan (研究生),?Haifeng Hu, Wei Wang (研究生), Dihu Chen, Category-level Adversaries for Semantic Domain Adaptation, IEEE Access, ?Vol.7, pp. 83198-83208, 2019
Jingye Zheng (研究生), Dihu Chen, Haifeng Hu, Multi-scale Proposal Regression Network for Temporal Action Proposal Generation, IEEE Access,??2019
Chen He (研究生), Haifeng Hu (通讯作者), Image Captioning with Text-Based Visual Attention, Neural Processing Letters,?49(1), 177-185, 2019
Yizhen Chen (研究生), Haifeng Hu (通讯作者), An Improved Method for Semantic Image Inpainting with GANs : Progressive Inpainting, Neural Processing Letters, 49(3), 1355-1367, 2019
Gengshi Huang (研究生), Haifeng Hu (通讯作者), c-RNN: A Fine-Grained Language Model for Image Captioning, Neural Processing Letters, 49(2), 683-691, 2019
Wendong Chen (研究生)，Haifeng Hu (通讯作者), Joint Prominent Expression Feature Regions in Auxiliary Task Learning Network for Facial Expression Recognition, Electronics Letters, Vol.55, No.1, pp. 22-23, 2019
Zheng Liu (研究生), Haifeng Hu (通讯作者), Junxuan Zhang (研究生), Spatiotemporal Fusion Networks for Video Action Recognition, Neural Processing Letters, 50(2), 1877-1890, 2019
Junxuan Zhang (研究生), Haifeng Hu (通讯作者), Deep Captioning with Attention-based Visual Concept Transfer Mechanism for enriching description, Neural Processing Letters, doi:10.1007/s11063-019-09978-8, 2019
Teng Wang (研究生), Haifeng Hu (通讯作者), Chen He (研究生), Image Caption with Endogenous-Exogenous Attention, Neural Processing Letters, 50(1), pp. 431-443, 2019
Weixuan Wang (研究生), Haifeng Hu (通讯作者), Image captioning using region-based attention joint with time-varying attention, Neural Processing Letters,?Vol.50,?pp.1005-1017, 2019
Liang Yang (研究生), Haifeng Hu (通讯作者), Adaptive Syncretic Attention for Constrained Image Captioning, Neural Processing Letters, Vol.50, pp.549-564, 2019
Haifeng Hu, Zhongke Liao (研究生), Action Recognition Using Multiple Pooling Strategies of CNN Features, Neural Processing Letters, Vol.50, pp.379-396, 2019
Yongbo Wu (研究生), Haifeng Hu (通讯作者), Age-Invariant Face Recognition using Coupled Similarity Reference Coding, Neural Processing Letters, 50(1), pp.397-411, 2019
Congcong Ruan (研究生)，Haifeng Hu, Dihu Chen, Multimodal Supervised Images Translation, Electronics Letters, Vol.55, No.4, pp.190-191, 2019
Wei Wang?(研究生),?Haifeng Hu, Yi Huang?(本科生), Congcong Ruan?(研究生),?Dihu Chen, Regional Attention Generative Adversarial Networks, Electronics Letters, Vol.55, No.8, pp. 459-461, 2019
Chang Yin?(研究生),?Zhongke Liao, Haifeng Hu ?(通讯作者),?Dihu Chen, Weakly Supervised Video Action Localization via Two-Stream Action Activation Network, Electronics Letters, Vol. 55, No. 21, pp.1126-1127, 2019
Fuqiang Huang (研究生), Haifeng Hu (通讯作者), Adaptive Learning Feature Pyramid for Object Detection, IET Computer Vision, 2019
Yuelai Yuan?(研究生),?Lingshuang Du?(研究生), Haifeng Hu,?Dihu Chen, Hierarchical Extended Collaborative Representation Based Classification for Single-Sample Face Recognition, IET Computer Vision, Vol. 13, No. 7, pp. 651-658, 2019?
Weipeng Hu (研究生), Haifeng Hu (通讯作者), Fine Tuning Dual Streams Deep Network with Multi-scale Pyramid Decision for Heterogeneous Face Recognition, Neural Processing Letters, doi:10.1007/s11063-018-9942-1, 2018
Yuqiao Xian (本科生), Haifeng Hu (通讯作者), Enhanced Multi-Dataset Transfer Learning Method for Unsupervised Person Re-identification Using Co-Training Strategy, IET Computer Vision, Vol.12, No.8, pp.1219-1227,2018
Jianquan Gu (研究生), Haifeng Hu (通讯作者), Haoxi Li (研究生), Local Robust Sparse Representation for Face Recognition with Single Sample per Person, IEEE/CAA Journal of Automatica Sinica (JAS), Vol. 5, No.2, pp. 547- 554, 2018
Siyue Xie (研究生), Haifeng Hu (通讯作者), Ziyu Yin (本科生), Facial Expression Recognition Using Intra-class Variation Reduced Features and Manifold Regularization Dictionary Pair Learning, IET Computer Vision, Vol.12, No.4, pp. 458-465, 2018
Keqi Wang (研究生)，Haifeng Hu (通讯作者), Tundong Liu, Discriminative kernel sparse representation via l(2) regularisation for face recognition, Electronics Letters, Vol.54, No.23, pp.1324-1325, 2018
Jie Wu (研究生), Haifeng Hu (通讯作者), Cascade Recurrent Neural Network for Image Caption Generation, Electronics Letters, Vol.53, No.25, pp.1642-1643, 2017
Liang Yang (研究生), Haifeng Hu (通讯作者), TVPRNN for image caption generation, Electronics Letters, Vol.53, No.22, pp.1471-1473, 2017
Weixuan Wang (研究生), Haifeng Hu (通讯作者), Multimodal Object Description Network for Dense Captioning, Electronics Letters, Vol.53, No.15, pp.1041-1042, 2017
Lingshuang Du (研究生), Haifeng Hu (通讯作者), Modified Classification and Regression Tree for facial expression recognition with using difference expression images, Electronics Letters, Vol. 53, No. 9 pp. 590-592, 2017
Siyue Xie (研究生)，Haifeng Hu (通讯作者), Facial expression recognition with FRR-CNN, Electronics Letters, Vol.53, No. 4, pp. 235-237, 2017
Weipeng Hu (研究生), Haifeng Hu (通讯作者), Heterogeneous Face Recognition based on Modality-independent Kernel Fisher Discriminant Analysis joint Sparse Auto-encoder, Electronics Letters, Vol.52, No. 21, pp. 1753-1755, 2016
Xiaoying Wang (研究生), Haifeng Hu (通讯作者), Pose robust low-resolution face recognition via coupled kernel-based enhanced discriminant analysis, IEEE/CAA Journal of Automatica Sinica (JAS), Vol. 3, No. 2, pp. 203-212, 2016
Haifeng Hu, Jianquan Gu (研究生), Multi-Manifolds Discriminative Canonical Correlation Analysis for Face Recognition with Image Sets, Cognitive Computation, Vol. 8, pp.900-909, 2016
Haifeng Hu, Illumination invariant face recognition based on dual-tree complex wavelet transform, IET Computer Vision, 9(2), pp.163-173, 2015
Haifeng Hu, Variable Lighting Face Recognition Using Discrete Wavelet Transform, Pattern Recognition Letters, Vol.32, pp.1526-1534, 2011
Haifeng Hu, Ping Zhang, F. De la Torre，Face recognition using enhanced linear discriminant analysis, IET Computer Vision, Vol.4, No. 3, pp.195-208, 2010
Haifeng Hu, Ping Zhang and Zhengming Ma, Direct kernel neighborhood discriminant analysis for face recognition, Pattern Recognition Letters, Vol.30, pp. 902-907, 2009
Ruijun Ma?(研究生), Haifeng Hu (通讯作者), Perceptual Face Completion using a Local-Global Generative Adversarial Network, Proceeding of 24th International Conference on Pattern Recognition (ICPR 2018), pp.1670-1675, 2018
Chitung Yip?(本科生), Haifeng Hu (通讯作者), Grouped Multi-Task CNN for Facial Attribute Recognition, Proceeding of 24th International Conference on Pattern Recognition (ICPR 2018), pp.272-277, 2018
Haoshan Zhou?(本科生), Haifeng Hu (通讯作者), Cross-age Face Recognition Using Reference Coding with Kernel Direct Discriminant Analysis, Proceeding of IEEE International Conference on Image Processing (ICIP 2017), pp. 3810-3814, 2017
Xiang Xiao?(研究生), Haifeng Hu (通讯作者), Weixuan Wang, Trajectories-based Motion Neighborhood Feature for Human Action Recognition, Proceeding of IEEE International Conference on Image Processing (ICIP 2017), pp. 4147-4151, 2017
Jianquan Gu?(研究生), Haifeng Hu (通讯作者), Siyue Xie?(研究生), Enhanced Dictionary Pair Learning Sparse Representation Model for Facial Expression Classification, Proceeding of IEEE International Conference on Image Processing (ICIP 2017), pp. 4467-4471, 2017
Jianquan Gu?(研究生), Haifeng Hu?(通讯作者), Weipeng Hu, Patch-based alignment-free generic sparse representation for pose-robust face recognition, Proceeding of IEEE International Conference on Image Processing (ICIP 2016), 2016: 3006-3010??