个人简介
【个人简介】
贾伟，博士，合肥工业大学计算机与信息学院（人工智能学院）教授，博士生导师，智能科学与技术系系主任。中国图象图形学学会青年工作委员会副主任。中国自动化学会模式识别与机器智能专业委员会常务委员。中国人工智能学会模式识别专业委员会委员。中国人工智能学会智能交互专业委员会委员。中国计算机学会计算机视觉专业委员会委员。中国图象图形学会机器视觉专业委员会委员。1998年于华中师范大学信息管理系获理学学士学位，2004年于合肥工业大学计算机学院获得工学硕士学位，2008年于中国科技大学自动化系获工学博士学位，获“2008年度中科院院长优秀奖”等奖励。2020-2024连续5年入选美国斯坦福大学和爱思唯尔发布的世界排名前2%的科学家。担任IEEE TPAMI、TIP、TNNLS、TAC、TIFS、TCYB、TMM、TCSVT、TIM、PR、CVPR、IJCAI、AAAI、ICPR等多个国际顶级期刊审稿人和国际顶级会议程序委员会委员及领域主席。首届中科院青年创新促进会会员。视觉与学习青年研讨会（VALSE）第一届在线理事会副主席、在线委员会副主席，VALSE常务委员，VALSE 2018/2020/2021/2022/2025宣传主席，VALSE 2019/2023程序委员会主席。2015中国生物特征识别青年论坛指导委员会委员。2016/2017/2018/
2019/2021/2022中国生物特征识别大会宣传主席，2023/2024/2025中国生物特征识别大会程序委员会主席。2017年中国计算机视觉大会宣传主席。中国图象图形学学会2019暑期联合会议组织委员会主席。中国模式识别与计算机视觉大会PRCV2020竞赛主席，
PRCV2022/2023/2024宣传主席，PRCV2025组织主席。中国图象图形学学会2020年青年科学家论坛程序委员会主席，中国图象图形学学会2021年青年科学家会议程序委员会主席。国际生物特征识别领域顶级会议IJCB 2021 宣传主席。中国图像图形大会CCIG2024/2025宣传主席。国际图像与图形大会ICIG 2023/2025宣传主席。“新一代人工智能”西部地区论坛执行主席。国家自然科学基金函评专家。已获得5项国家自然科学基金的资助。已经发表SCI论文近百篇，其中在TPAMI、IJCV、CVPR、TIP、AAAI、ICCV等国际顶级会议及权威期刊上发表论文CCF A类及中科院1区论文70多篇，论文被引近7000次，H因子40。获得授权发明专利10项。担任《中国图象图形学学报》编委。主要研究兴趣为人工智能、深度学习、计算机视觉、生物特征识别、自动驾驶、图像处理、模式识别等。
【招聘信息】
联系方式：jiawei@hfut.edu.cn
常年招聘下述研究方向的青年教师和博士后。
人工智能、深度学习、计算机视觉、生物特征识别、自动驾驶、图像处理、模式识别
【招生信息】
联系方式：jiawei@hfut.edu.cn
招收计算机、人工智能、电子信息等专业的博士研究生和硕士研究生。优秀的研究生推荐到知名人工智能企业进行实习。
实验室氛围和谐进取，研究方向前景好，学生就业情况佳，部分已毕业研究生进入腾讯、华为等顶尖企业工作。欢迎认真热情、脚踏实地的学生报考。
【研究方向】
主要研究方向：人工智能、深度学习、计算机视觉、生物特征识别、自动驾驶、图像处理、模式识别
研究方向一：人工智能基础理论
深度学习
研究方向二：生物特征识别
掌纹识别、掌静脉识别、手部生物特征识别、生物特征识别基础理论
研究方向三：汽车人工智能
自动驾驶、智能座舱
研究方向四：视频分析
2D/3D人体姿态估计、2D/3D人手姿态估计
【主持及负责的部分科研项目】
[1]. 国家自然科学基金面上项目，编号：62476077,“大规模掌纹掌静脉图像生成与识别关键问题研究”，51万元，2025.1-2028.12 在研，（主持）
[2]. 安徽省重点研发项目，编号:202004d07020008, “基于高效深度卷积神经网络的摩托车违法驾驶抓拍系统”，30万元，2020.1-2022.12 （主持）
[3]. 国家自然科学基金面上项目，编号:62076086,“基于非接触式多种手部模态融合识别的大规模人群身份认证关键问题研究”，58万元，2021.1-2024.12 （主持）
[4]. 安徽省重点研发项目，“面向智能交互的高密度压力阵列足部信息获取与分析系统”，60万，2018-2020（项目合作单位负责人）
[5]. 中央高校基本业务费项目，“新一代生物特征识别体系结构研究”，30万元，2018-2019（主持）
[6]. 国家自然科学基金面上项目，编号:61673157,“面向移动身份认证的中低分辨率掌纹识别关键问题研究”，60万元，2017.1-2020.12 （主持）
[7]. 国家自然科学基金面上项目，编号:61175022，“基于人脸和人手信息融合的面向成人和儿童的非接触式身份鉴别方法研究”，63万元，2012.1-2015.12 （主持）
[8]. 国家自然科学基金青年基金项目, 编号:60705007 ，“基于脚纹识别的婴幼儿身份认证关键技术研究”，20万元，2008.1-2010.12（主持）
[9]. 合肥物质科学中心方向性培育项目,“面向民用核设施的民众风险沟通研究”40万元，2014.9-2016.9（联合负责人）
[10]. 中科院十二五信息化数据库重点项目，“领域基础科学数据整合与集成应用项目”，140万元，2013.7-2015.12（执行负责人）
[11]. 中科院青年创新促进会成员专项基金，40万元，2011.9-2015.8 （主持）
[12]. 中科院院长奖启动基金项目，“掌纹的快速检索算法研究”，10万元，2009.7-2012.6（主持）
[13]. 中科院智能所知识创新工程领域前沿重点项目子课题,“基于摄像机与柔性阵列传感器的双模态步态识别”，10万元，2009.1-2011.12（主持）
[14]. 中科院合肥物质科学研究院知识创新工程青年人才项目“掌纹识别关键技术研究”，12万，2010.1-2011.12 （主持）
【发表的部分会议论文】
[1] J. Jin, C. Zhao, R. Zhang, S. Ding, Y. Zhao, S. Shang, J. Xu, J. Zhang, S. Wang, Y. Zhao, S. Ding, W Jia*, Y. Wu, “Diff-Palm: Realistic Palmprint Generation with Polynomial Creases and Intra-Class Variation Controllable Diffusion Models, ” in CVPR 2025. (CCF-A)
[2] S. Shang, C.L. Zhao, R.X. Zhang, J.L. Jin, J.Y. Zhang, R.Z. Guo, S.H. Ding, Y.S. Wu, Y. Zhao, W. Jia*. “PVTree: Realistic and Controllable Palm Vein Generation for Recognition Tasks,” in AAAI 2025. (CCF-A)
[3] Z. Xiao, Z. Li, W. Jia*, “Occlusion-Embedded Hybrid Transformer for Light Field Super-Resolution,” in AAAI 2025. (CCF-A)
[4] P. Duan, Y. Zhao, Y. Chen, W. Jia, Z. Zhang, and R. Wang, "Blind Video Bit-Depth Expansion," in ACM MM 2024. (CCF-A)
[5] S. Diao, Y. Chen, Y. Zhao, W. Jia, Z. Zhang, and R. Wang, "Stereo Vision Conversion from Planar Videos Based on Temporal Multiplane Images," in AAAI 2024. (CCF-A)
[6] J. Jin, L. Shen, R. Zhang, J. Zhang, G. Jin, C. Zhao, S. Ding, Y. Zhao, W. Jia*, “PCE-Palm: Palm Crease Energy based Two-stage Realistic Pseudo-palmprint Generation,” in AAAI 2024. (CCF-A)
[7] L. Shen, J. L. Jin, R. X. Zhang, H. E. Li, K. Zhao, Y. Y. Zhang, J. Y. Zhang, S. H. Ding, Y. Zhao, W. Jia*. "RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition," in ICCV 2023. (CCF-A)
[8] P. Pan, Y. Zhao, Y. Chen, W. Jia, Z. Zhang, and R. Wang, "Cross-view Resolution and Frame Rate Joint Enhancement for Binocular Video," in ACM MM 2023. (CCF-A)
[9] Y. Xu, X. Yang, Y. Yu, W. Jia, Z. Chu, and Y. Guo, "Depth Estimation by Combining Binocular Stereo and Monocular Structured-Light," in CVPR 2022. (CCF-A)
[10] B. Xu, Y. Xu, X. Yang, W. Jia, and Y. Guo, "Bilateral grid learning for stereo matching networks," in CVPR 2021. (CCF-A).
【发表的部分期刊论文】
[1] H. Li, Z. Yang, Y. Zhang, W. Jia, Z. Yu, and Y. Liu, "MulFS-CAP: Multimodal Fusion-supervised Cross-modality Alignment Perception for Unregistered Infrared-visible Image Fusion," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Article 2025, doi: 10.1109/TPAMI.2025.3535617. (CCF-A)
[2] F. Fan, Y. Zhao, Y. Chen, N. Li, W. Jia, and R. Wang, "Local Texture Pattern Estimation for Image Detail Super-Resolution," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Article 2025, doi: 10.1109/TPAMI.2025.3545571. (CCF-A)
[3] D.D. Fan, X. Liang, D. Zhang, J. Chen, B.Y. Wu, W. Jia, "Smart touchless palm sensing via palm adjustment and dynamic registration," Nature Communications, Article vol. 16, no. 1, 2025, Art no. 2912, doi: 10.1038/s41467-025-58213-7. (Nature子刊，中科院1区，Top期刊)
[4] T. Chai, X. Wang, R. Li, W. Jia, and X. Wu, "Joint Finger Valley Points-Free ROI Detection and Recurrent Layer Aggregation for Palmprint Recognition in Open Environment," IEEE Transactions on Information Forensics and Security (TIFS), Article vol. 20, pp. 421-435, 2025. (CCF-A)
[5] Y. Lai, X. Dong, Z. Jin, W. Jia, M. Tistarelli, and X. Li, "Rethinking Contemporary Deep Learning Techniques for Error Correction in Biometric Data," International Journal of Computer Vision (IJCV), Article 2024, doi: 10.1007/s11263-024-02280-8.. (CCF-A)
[6] Y. Zhu, J. Ai, L. Wu, D. Guo, W. Jia, and R. Hong, "An Active Multi-Target Domain Adaptation Strategy: Progressive Class Prototype Rectification," IEEE Transactions on Multimedia (TMM), Article 2024, doi: 10.1109/TMM.2024.3521740.
(CCF-B)
[7] F. Liu, K. Li, Z. Zhong, W. Jia, B. Hu, X. Yang, M. Wang, D. Guo., "Depth Matters: Spatial Proximity-Based Gaze Cone Generation for Gaze Following in Wild," ACM Transactions on Multimedia Computing, Communications and Applications (ACM TMCCA), Article vol. 20, no. 11, 2024, Art no. 359, doi: 10.1145/3689643. (CCF-B)
[8] X. Liu, Y. Zhao, K. Chi, Z. Zhang, Y. Chen, and W. Jia, "Towards Individual Tone Preference in Underwater Image Enhancement," IEEE Transactions on Geoscience and Remote Sensing, 2024. (CCF-B)
[9] H. Wang, M. Yao, Y. Chen, Y. Xu, H. Liu, W. Jia, X. Fu, Y. Wang., "Manifold-Based Incomplete Multi-View Clustering via Bi-Consistency Guidance," IEEE Transactions on Multimedia (TMM), Article vol. 26, pp. 10001-10014, 2024.
(CCF-B)
[10] D. Fan, X. Liang, W. Jia, J. Chen, and D. Zhang, "A Novel Hybrid Fusion Combining Palmprint and Palm Vein for Large-Scale Palm-Based Recognition,"
IEEE Transactions on Systems, Man, and Cybernetics: Systems
(TSMC), Article vol. 54, no. 7, pp. 4471-4484, 2024. (CCF-B)
[11] D. Fan, X. Liang, C. Zhang, W. Jia, and D. Zhang, "AMGNet: Aligned Multilevel Gabor Convolution Network for Palmprint Recognition," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Article vol. 34, no. 6, pp. 4175-4189, 2024. (CCF-B)
[12] D. Fan, X. Liang, W. Jia, and D. Zhang, "Toward Large-Scale Palmprint Image Analysis by a Rich Orientation Code," IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), Article vol. 54, no. 7, pp. 4113-4125, 2024. (CCF-B)
[13] Y. Wang, L. Fei, S. Zhao, Q. Zhu, J. Wen, W. Jia, I. Rida., "Dense Hybrid Attention Network for Palmprint Image Super-Resolution," IEEE Transactions on Systems, Man, and Cybernetics: Systems(TSMC), Article vol. 54, no. 4, pp. 2590-2602, 2024. (CCF-B)
[14] H. Min, Y. Zhang, Y. Zhao, W. Jia, Y. Lei, and C. Fan, "Hybrid feature enhancement network for few-shot semantic segmentation," Pattern Recognition
(PR), Article vol. 137, 2023, Art no. 109291.
(CCF-B)
[15] X. Liang, D. Fan, J. Yang, W. Jia, G. Lu, and D. Zhang, "PKLNet: Keypoint Localization Neural Network for Touchless Palmprint Recognition Based on Edge-Aware Regression," IEEE Journal on Selected Topics in Signal Processing, vol. 17, no. 3, pp. 662-676, 2023. (中科院1区，Top期刊)
[16] L. Fei, S. Zhao, W. Jia, B. Zhang, J. Wen, and Y. Xu, "Toward Efficient Palmprint Feature Extraction by Learning a Single-Layer Convolution Network," IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Article vol. 34, no. 12, pp. 9783-9794, 2023.
(CCF-B)
[17] Y. Chen, Y. Zhao, L. Cao, W. Jia, and X. Liu, "Learning Deep Blind Quality Assessment for Cartoon Images," IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Article vol. 34, no. 9, pp. 6650-6655, 2023.
(CCF-B)
[18] Y. Zhao, W. Jia, Y. Chen, and R. Wang, "Fast Blind Decontouring Network," IEEE Transactions on Circuits and Systems for Video Technology
(TCSVT), Article vol. 33, no. 2, pp. 478-490, 2023.
(CCF-B)
[19] Y. Zhao, D. Ren, Y. Chen, W. Jia*, R. Wang, and X. Liu, "Cartoon Image Processing: A Survey," International Journal of Computer Vision (IJCV), Article vol. 130, no. 11, pp. 2733-2769, 2022. (CCF-A)
[20] Y. Zhao, Y. Ma, Y. Chen, W. Jia, R. Wang, and X. Liu, "Multiframe Joint Enhancement for Early Interlaced Videos," IEEE Transactions on Image Processing (TIP), Article vol. 31, pp. 6282-6294, 2022. (CCF-A)
[21] X. Liang, Z. Li, D. Fan, J. Li, W. Jia, and D. Zhang, "Touchless palmprint recognition based on 3D Gabor template and block feature refinement,"
Knowledge-Based Systems, Article vol. 249, 2022, Art no. 108855.
(中科院1区，Top期刊)
[22] Y. Zhao, W. Jia, and R. Wang, "Rethinking Deinterlacing for Early Interlaced Videos," IEEE Transactions on Circuits and Systems for Video Technology
(TCSVT), Article vol. 32, no. 7, pp. 4872-4878, 2022. (CCF-A)
[23] Y. Chen, P. Zhao, M. Qi, Y. Zhao, W. Jia, and R. Wang, "Audio Matters in Video Super-Resolution by Implicit Semantic Guidance," IEEE Transactions on Multimedia, Article vol. 24, pp. 4128-4142, 2022. (CCF-B)
[24] Y. Yu, H. Liu, Y. Fu, W. Jia, J. Yu, and Z. Yan, "Embedding Pose Information for Multiview Vehicle Model Recognition," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Article vol. 32, no. 8, pp. 5467-5480, 2022. (CCF-B)
[25] W. Jia, W. Xia, B. Zhang, Y. Zhao, L. K. Fei, W. X. Kang, D. Huang, G.D. Guo, "A survey on dorsal hand vein biometrics,"
Pattern Recognition (PR), vol. 120, 2021, no. 108122.
(CCF-B)
[26] L. Zhang, Q. Duan, D. Zhang, W. Jia, and X. Wang, "AdvKin: Adversarial Convolutional Network for Kinship Verification," IEEE Transactions on Cybernetics (TCYB), Article vol. 51, no. 12, pp. 5883-5896, 2021. (CCF-B)
[27] L. Fei, B. Zhang, L. Zhang, W. Jia, J. Wen, and J. Wu, "Learning Compact Multifeature Codes for Palmprint Recognition from a Single Training Image per Palm," IEEE Transactions on Multimedia (TMM), Article vol. 23, pp. 2930-2942, 2021, Art no. 9178495. (CCF-B)
[28] M. Cao, L. Zheng, W. Jia, H. Lu, and X. Liu, "Accurate 3-D Reconstruction under IoT Environments and Its Applications to Augmented Reality," IEEE Transactions on Industrial Informatics (TII), Article vol. 17, no. 3, pp. 2090-2100, 2021, Art no. 9166715. (中科院1区，Top期刊)
[29] Y. Zhao, R.G. Wang, Y. Chen, W Jia*, X.P. Liu, W. Gao, “Lighter but efficient bit-depth expansion network,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). vol. 31, no. 5, pp. 2063 – 2069, 2021. (CCF-B)
[30] Y. Yu, H. Li, J. Wang, H. Min, W. Jia*, C. W. Chen, “A multilayer pyramid network based on learning for vehicle logo recognition,”
IEEE Transactions on Intelligent Transportation Systems (TITS), vol. 22, no. 5, pp. 3123-3134, 2021. (CCF-B)
[31] M. Cao, L. Zheng, W. Jia, and X. Liu, "Joint 3D Reconstruction and Object Tracking for Traffic Video Analysis under IoV Environment," IEEE Transactions on Intelligent Transportation Systems (TITS), Article vol. 22, no. 6, pp. 3577-3591, 2021, Art no. 9107468, (CCF-B).
[32] L. Fei, B. Zhang, S. Teng, Z. Guo, S. Li, and W. Jia, "Joint Multiview Feature Learning for Hand-Print Recognition," IEEE Transactions on Instrumentation and Measurement (TIM), Article vol. 69, no. 12, pp. 9743-9755, 2020, Art no. 9117211.
[33] L. Fei, B. Zhang, W. Jia*, J. Wen, D. Zhang, “Feature extraction for 3-D palmprint recognition: A survey,
IEEE Transactions on Instrumentation and Measurement (TIM), 69(3): 645-656, 2020.
[34] L. Fei, B. Zhang, Y. Xu, D. Huang, W. Jia, and J. Wen, "Local Discriminant Direction Binary Pattern for Palmprint Representation and Recognition," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Article vol. 30, no. 2, pp. 468-481, 2020, Art no. 8600369. (CCF-B)
[35] Y. Chen, Y. Zhao, S. Li, W. Zuo, W. Jia, and X. Liu, "Blind Quality Assessment for Cartoon Images," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 30, no. 9, pp. 3282-3288, 2020. (CCF-B)
[36] L. Fei, B. Zhang, Y. Xu, Z. Guo, J. Wen, and W. Jia, "Learning Discriminant Direction Binary Palmprint Descriptor," IEEE Transactions on Image Processing (TIP), Article vol. 28, no. 8, pp. 3808-3820, 2019, Art no. 8661663, doi: 10.1109/TIP.2019.2903307. (CCF-A)
[37] W. Jia, Y. Zhao, R.G. Wang, S.J. Li, H. Min, X.P. Liu, “Are recent SISR techniques suitable for industrial applications at low magnification?,” IEEE Transactions on Industrial Electronics (TIE), 66(12):9828-9836, 2019. (中科院1区，Top期刊)
[38] Y. Zhao, R. Wang, W. Jia*, W. Zuo, X. Liu, W. Gao, "Deep Reconstruction of Least Significant Bits for Bit-Depth Expansion," IEEE Transactions on Image Processing (TIP), 28(6): 2847-2859, 2019. (CCF-A)
[39] W.X. Kang, Y. Lu, D. Li, W Jia, “From noise to feature: exploiting intensity distribution as a novel soft biometric trait for finger vein recognition” IEEE Transactions on Information Forensics and Security (TIFS), 14:858 – 869, 2019.
(CCF-A)
[40] L. Fei, G. Lu, W. Jia, S. Teng, and D. Zhang, "Feature extraction methods for palmprint recognition: A survey and evaluation," IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), Article vol. 49, no. 2, pp. 346-363, 2019, Art no. 8283612. (CCF-B)
[41] X. Qiu, W.X. Kang, S. Tian, W. Jia, Z. Huang, Finger Vein Presentation Attack Detection Using Total Variation Decomposition. IEEE Transactions on Information Forensics and Security (TIFS). 13(2): 465-477, 2018.
(CCF-A)
[42] X.H. Wu, W.M. Zuo, L. Lin, W. Jia, D. Zhang, “
F-SVM: combination of feature transformation and SVM learning via convex relaxation,” IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 29:5185-5199, 2018.
(CCF-B)
[43] L. Fei, G. Lu, W. Jia, J. Wen, and D. Zhang, "Complete Binary Representation for 3-D Palmprint Recognition," IEEE Transactions on Instrumentation and Measurement (TIM), Article vol. 67, no. 12, pp. 2761-2771, 2018, Art no. 8359449.
[44] H. Min, W. Jia*, Y. Zhao, W. Zuo, H. Ling, Y. Luo, “LATE: A level set method based on local approximation of taylor expansion for segmenting intensity inhomogeneous images” IEEE Transactions on Image Processing (TIP), 27:5016-5031, 2018. (CCF-A)
[45] H. Min, W. Jia*, X.F. Wang, Y. Zhao, Y.T. Luo, “A polynomial piecewise constant approximation method based on dual constraint relaxation for segmenting images with intensity inhomogeneity,” Pattern Recognition (PR), 73:15-32, 2018. (CCF-B)
[46] W. Jia, B. Zhang, J. Lu, Y. Zhu, Y. Zhao, W. Zuo, H. Ling, “Palmprint recognition based on complete direction representation,” IEEE Transactions on Image Processing (TIP), vol. 26, no. 9, pp. 4483-4498, 2017. (CCF-A)
[47] Y. T. Luo, L. Y. Zhao, B. Zhang, W. Jia*, F. Xue, J. T. Lu, Y. H. Zhu, B. Q. Xu, “Local line directional pattern for palmprint recognition,” Pattern Recognition (PR), vol. 50, pp. 26-44, 2016. (CCF-B)
[48] H. Min, W. Jia*, X.F. Wang, Y. Zhao, R.X. Hu, Y.T. Luo, F. Xue, J.T. Lu, “An intensity-texture model based level set method for image segmentation”, Pattern Recognition (PR). 48(4):1547-1562, 2015. (CCF-B)
[49] W. Jia, R. X. Hu, Y. K. Lei, Y. Zhao, J. Gui, “Histogram of Oriented Lines for Palmprint Recognition”, IEEE Transactions on Systems Man and Cybernetics: Systems (TSMCS), vol. 44, no. 3, 385-394, 2014. (CCF-B)
[50] R.X. Hu, W. Jia*, Haibin Ling, Yang Zhao, “Angular pattern and binary angular pattern for shape retrieval,” IEEE Transactions on Image Processing (TIP), 23(3):1118-1127, 2014.
(CCF-A)
[51] R. X. Hu, W. Jia*, D. Zhang, J. Gui, L. T. Song, “Hand shape recognition based on coherent distance shape contexts,” Pattern Recognition (PR), vol. 45, no. 9, pp. 3348-3359, 2012. (CCF-B)
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