江奎

基本信息 Publication 新建主栏目 基本信息 名称 Dr. Jiang is currently an associate professor in the School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China. Before that he was a senior researcher with the Cloud BU, Huawei Technology Co., Ltd, China. He obtained his Ph.D. from School of Computer Science, Wuhan University, China, in 2022. His current interests mainly focus on computer vision and video&image processing and analysis in the wild. He has authored and co-authored more than 60 scientific articles. Dr. Jiang is the Guest Editor of Electronics, Applied Sciences, Multimedia Tools and Applications, and has chaired an ACM MM 2022 tutorial regarding the Multimedia Content Understanding in Harsh Environments. Dr. Jiang received the ACM Wuhan Doctoral Dissertation Award 2022. Dr. Jiang has participated in the research of key projects of NSFC joint fund, major projects of technological innovation in Hubei Province, and general projects of NSFC. 江奎，博士，哈尔滨工业大学计算学部副教授，“青年科学家工作室”学术带头人。2022年6月于武汉大学计算机学院获得博士学位，2022至2023年在华为云计算技术有限公司担任主任工程师（华为天才少年计划）。研究方向主要包括视频图像处理、计算机视觉、深度学习（研究侧重开放场景图像处理与分析、数字人视觉驱动等）。相关研究成果发表IEEE Transactions期刊论文和CCF A类会议论文60余篇，谷歌学术累计引用3440余次，入选2023年全球前2%顶尖科学家榜单。获得国家发明专利授权10项，受邀担任Electronics, Applied Sciences, Multimedia Tools and Applications等国际期刊客座编辑，ACM MM 2022和AAAI 2023 Session chair，担任CSIG交通视频专委会、CSIG多媒体专委会、CCF多媒体专委会执行委员。曾获2023图形图像学会优秀博士论文提名奖、第八届中国国际“互联网加”大学生创新创业大赛铜奖、ACM-武汉优秀博士论文奖、2022年中国地理信息产业协会 科技进步特等奖。参与国家自然科学基金联合基金重点/面上项目、湖北省技术创新重大项目、哈工大神舟青年人才支持计划项目。 News!!! 名称 Our work for Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole SlideImage Classification has been accepted by CVPR 2024! Our work for OpticalDR: A Deep Optical Imaging Model for Privacy-Protective \\Depression Recognition has been accepted by CVPR 2024! Our work for IQ-VFI: Implicit Quadratic Motion Estimation for Video Frame Interpolation has been accepted by CVPR 2024! Our work for TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution has been accepted by TIP 2024! Our work for FMRNet: Image Deraining via Frequency Mutual Revision has been accepted by AAAI 2024! Our work for Mutual Retinex: Combining Transformer and CNN for Image Enhancement has been accepted by TETCI 2024! One co-author paper for Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration has been accepted by AAAI 2024! One co-author paper for Low-Light Face Super-Resolution via Illumination, Structure, and Texture Associated Representation has been accepted by AAAI 2024! 我们关于《一种基于降质学习的低光照图像增强方法》的工作已经被 小型微型计算机系统 2024接收! One co-author paper for EDiffSR: An efficient diffusion probabilistic model for remote sensing image super-resolution has been accepted by TGRS 2024! Our work for Coarse- and Fine-Grained Fusion Hierarchical Network for Hole Filling in View Synthesis has been accepted by TIP 2024! 我们关于《图像复原中自注意力和卷积的动态关联学习》的工作已经被 图形图像学报 2024接收! Our work for Multi-Scale Fusion and Decomposition Network for Single Image Deraining has been accepted by TIP 2024! One co-author paper for Informative Classes Matter: Towards Unsupervised Domain Adaptive Nighttime Semantic Segmentation has been accepted by ACM MM 2023! Our work for DAWN: Direction-aware Attention Wavelet Network for Image Deraining has been accepted by ACMMM 2023! Our work for CycMuNet%2B: Cycle-Projected Mutual Learning for Spatial-Temporal Video Super-Resolution has been accepted by TPAMI 2023! Our work for Store and fetch immediately: Everything is all you need for space-time video super-resolution has been accepted by AAAI 2023! Our work for Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning has been accepted by AAAI 2023! Our work for Dual-Recommendation Disentanglement Network for View Fuzz in Action Recognition has been accepted by TIP 2023! Awards 名称 l 2023 中国图像图形学会博士学位论文激励计划 l 2023年入选哈尔滨工业大学神舟青年人才（副教授）选聘计划 l 2022 地理信息科技进步特等奖 l 2022 中国国际“互联网加”创新创业大赛 全国铜奖 l 2022 ACM 武汉优秀博士论文奖 l 2021 华为“天才少年”计划 l 2021 CCF 武汉分部优博论坛 特等奖 l 2021 CVPR杰出审稿人 l 2021 CSIG FAT-AI 2021开放场景口罩人脸识别挑战赛高校组 冠军 l 2020 旷视人工智能开源大赛 季军 l 2019 IEEE AIM 2019 极端视频超分辨率挑战赛 亚军 l 2019 NTIRE 2019 视频超分辨率挑战赛 季军 Professional Services 名称 Guest Editor/Editorial Board Member: Electronics, Applied Sciences, Multimedia Tools and Applications Session Chair: ACM MM 2022; AAAI 2023 Tutorial: ACM MM 2022 Reviewer: ACM MM 2021/2022/2023/2024, IJCAI 2021/2022/2023/2024, AAAI 2021/2022/2023/2024, ICCV 2021/2023, CVPR 2020/2021/2022/2023/2024 IEEE/CCF Member 基本信息 名称 Selected paper list: Google Scholar nImage Deraining, Dehazing&Low-light Enhancement l Jiang K, Liu W, Wang Z, et al. DAWN: Direction-aware Attention Wavelet Network for Image Deraining. Proceedings of the 30th ACM International Conference on Multimedia (ACMMM). 2023. （CCF-A会议） l Ancuti C O, Ancuti C, Vasluianu F A, et al. NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2023: 1808-1824. l Jiang K, Wang Z, Wang Z, et al. DANet: Image Deraining via Dynamic Association Learning. Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2022). （CCF-A会议） l Jiang K, Wang Z, Wang Z, et al. Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2022, 36(1): 1078-1086. （CCF-A会议） l Jiang K, Wang Z, Chen C, et al. Magic ELF: Image Deraining Meets Association Learning and Transformer. Proceedings of the 30th ACM International Conference on Multimedia (ACMMM). 2022: 827-836. （CCF-A会议） l Chen X, Pan J, Jiang K, et al. "Unpaired Deep Image Deraining Using Dual Contrastive Learning," 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 2007-2016. (CCF-A会议） l Jiang K, Wang Z, Yi P, et al. Multi-Scale Hybrid Fusion Network for Single Image Deraining [J]. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2022. (中科院一区，CCF-B期刊） l Jiang K, Wang Z, Yi P, et al. Rain-free and Residue Hand-in-Hand: A Progressive Coupled Network for Real-Time Image Deraining [J]. IEEE Transactions on Image Processing, 2021, 30: 7404-7418.（中科院一区，CCF-A期刊） l Jiang K，Wang Z, Yi P, et al. Decomposition Makes Better Rain Removal: An Improved Attention-guided Deraining Network, IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT). vol. 31, no. 10, pp. 3981-3995, Oct. 2021. （中科院一区，CCF-B期刊） l Jiang K，Wang Z, Yi P, et al. Multi-Level Memory Compensation Network for Rain Removal via Divide-and-Conquer Strategy [J]. IEEE Journal of Selected Topics in Signal Processing (IEEE JSTSP), vol. 15, no. 2, pp. 216-228, Feb. 2021. (中科院一区） l Jiang K, Wang Z, Yi P, et al. Multi-Scale Progressive Fusion Network for Single Image Deraining. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2020: 8346-8355. （CCF-A会议） nImage&Video Super-Resolution and Frame Interpolation l （共一）Hu M, Jiang K, et al. CycMuNet%2B: Cycle-Projected Mutual Learning for Spatial-Temporal Video Super-Resolution. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023. （中科院一区，CCF-A期刊） l （通信作者） Xiao Y, Yuan Q, Jiang K, et al. Local-Global Temporal Difference Learning for Satellite Video Super-Resolution. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023. （ESI Highly Cited Paper，中科院一区，CCF-B期刊） l Xiao Y, Yuan Q, Jiang K, et al. From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution. Information Fusion, 2023. （ESI Highly Cited Paper，中科院一区） l （共一）Hu M, Jiang K, et al. Store and Fetch Immediately: Everything Is All You Need for Space-Time Video Super-Resolution [C]. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2023. （CCF-A会议） l （共一）Hu M, Jiang K, Nie Z, et al. You Only Align Once: Bidirectional Interaction for Spatial-Temporal Video Super-Resolution. Proceedings of the 30th ACM International Conference on Multimedia (ACMMM). 2022: 847-855. （CCF-A会议） l （共一）Hu M, Jiang K, Liao L, et al. Progressive Spatial-temporal Collaborative Network for Video Frame Interpolation. Proceedings of the 30th ACM International Conference on Multimedia (ACMMM). 2022: 2145-2153. （CCF-A会议） l （共一）Hu M, Jiang K, et al. Spatial-Temporal Space Hand-in-Hand: Spatial-Temporal Video Super-Resolution via Cycle-Projected Mutual Learning. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2022: 3574-3583. （CCF-A会议） l Jiang J, Wang C, Liu X, Jiang K, Ma J. From less to more: Spectral splitting and aggregation network for hyperspectral face super-resolution[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022: 267-276.（CCF-A会议） l Jiang K，Wang Z, Yi P, et al. Dual-Path Deep Fusion Network for Face Image Hallucination [J]. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), vol. 33, no. 1, pp. 378-391, Jan. 2022. （ESI Highly Cited Paper，中科院一区，CCF-B期刊） l Yi P, Wang Z, Jiang K, et al. A progressive fusion generative adversarial network for realistic and consistent video super-resolution[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), vol. 44, no. 5, pp. 2264-2280, 1 May 2022. （HOT/ESI Highly Cited Paper，中科院一区，CCF-A期刊） l Yi P, Wang Z, Jiang K, et al. Omniscient Video Super-Resolution [C]. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 4409-4418. （CCF-A会议） l Jiang K, Wang Z, Yi P, et al. Hierarchical Dense Recursive Network for Image Super-Resolution [J]. Pattern Recognition (PR), 2020, 107: 107475.（ESI Highly Cited Paper，中科院一区，CCF-B期刊） l Jiang K，Wang Z, Yi P, et al. ATMFN: Adaptive-threshold-based Multi-model Fusion Network for Compressed Face Hallucination [J]. IEEE Transactions on Multimedia (IEEE TMM), vol. 22, no. 10, pp. 2734-2747, Oct. 2020. （中科院一区，CCF-B期刊） l Yi P, Wang Z, Jiang K, et al. Multi-Temporal Ultra Dense Memory Network for Video Super-Resolution[J]. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2020, 30(8): 2503-2516.（HOT/ESI Highly Cited Paper，中科院一区，CCF-B期刊） l Wang Z, Yi P, Jiang K, et al. Multi-memory convolutional neural network for video super-resolution [J]. IEEE Transactions on Image Processing (IEEE TIP), vol. 28, no. 5, pp. 2530-2544, May 2019. （ESI Highly Cited Paper，中科院一区，CCF-A期刊） l Yi P, Wang Z, Jiang K, et al. Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations [C]. 2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019, pp. 3106-3115. （CCF-A会议） l Jiang K，Wang Z, Yi P, et al. Edge-enhanced GAN for remote sensing image Superresolution [J]. IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS)，vol. 57, no. 8, pp. 5799-5812, Aug. 2019. （HOT/ESI Highly Cited Paper，中科院一区，CCF-B期刊） nOcclusion Face Recognition l Huang B, Wang Z, Wang G, Han Z, Jiang K. Local eyebrow feature attention network for masked face recognition [J] Transactions on Multimedia Computing, Communications and Applications, 2023, 19(3): 1-19. （中科院三区，CCF-B期刊） l Huang B, Wang Z, Wang G, Jiang K, et al. PLFace: progressive learning for face recognition with mask bias [J]. Pattern Recognition 135, 109142, 2023. （中科院一区，CCF-B期刊） l Wang Z, Wang G, Huang B, Yi P, Jiang K. Masked face recognition dataset and application[J]. IEEE Transactions on Biometrics, Behavior, and Identity Science, 2023. l Huang B, Wang Z, Jiang K, et al. Joint Segmentation and Identification Feature Learning for Occlusion Face Recognition [J]. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2022. （中科院一区，CCF-B期刊） l Huang B, Wang Z, Wang G, Jiang K, et al. Masked face recognition datasets and validation[C]//Proceedings of the IEEE/CVF international conference on computer vision. 2021: 1487-1491.（CCF-A会议） nScene Understanding (Image Segmentation, Pedestrian Trajectory Prediction, Action Recognition, Caption) l Wang S, Xu X, Ma X, Jiang K, Wang Z. "Informative Classes Matter: Towards Unsupervised Domain Adaptive Nighttime Semantic Segmentation," ACMMM, 2023. (CCF-A会议） l Huang W, Jia X, Zhou X, Wang X, Jiang K, Wang Z. Beyond the parts: Learning coarse-to-fine adaptive alignment representation for person search [J]. Transactions on Multimedia Computing, Communications and Applications, 2023, 19(3): 1-19. （中科院三区，CCF-B期刊） l （通信作者） Liu W, Zhong X, Zhou Z, Jiang K, et al. Dual-Recommendation Disentanglement Network for View Fuzz in Action Recognition [J]. IEEE Transactions on Image Processing, 2023.（中科院一区，CCF-A期刊） l Zhong X, Yan X, Yang Z, Huang W, Jiang K, Liu W, Wang Z. "Visual Exposes You: Pedestrian Trajectory Prediction Meets Visual Intention," IEEE Transactions on Intelligent Transportation Systems, 2023. （中科院一区，CCF-B期刊） l （通信作者） Zhong X, Li Z, Chen S, Jiang K, et al. Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning [C]. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2023. （CCF-A会议） l Wang Z, Xu D, Zheng Z, Jiang K. Multimedia Content Understanding in Harsh Environments[C]//Proceedings of the 30th ACM International Conference on Multimedia. 2022: 7372-7373.（CCF-A会议） l （通信作者） Zhong X, Tu S, Ma X, Jiang K, et al. Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene Understanding. Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2022). （CCF-A会议） l Liu W, Zhong X, Jia X, Jiang K, Lin C. Actor-Aware Alignment Network for Action Recognition [J]. IEEE Signal Processing Letters 29, 2597-2601, 2022.（中科院三区，CCF-C期刊） l Zhong X, Zhao S, Wang X, Jiang K, et al. Unsupervised vehicle search in the wild: A new benchmark[C]//Proceedings of the 29th ACM International Conference on Multimedia. 2021: 5316-5325.（CCF-A会议） nOthers l Wang G, Wang Z, Huang B, Jiang K, et al. Two-stage unsupervised facial image quality measurement[J]. Information Sciences, 2022, 611: 432-445. （中科院一区，CCF-B期刊） l Wang G, Wang Z, Gu K, Jiang K, et al. Reference-free DIBR-synthesized video quality metric in spatial and temporal domains[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2021, 32(3): 1119-1132.（ESI Highly Cited Paper，中科院一区，CCF-B期刊） l Luo Y, Majoe S, Jiang K, et all. Ultra-dense denoising network: application to cardiac catheter-based X-ray procedures[J]. IEEE Transactions on Biomedical Engineering, 2020, 68(9): 2626-2636. （中科院二区，CCF-B期刊） l Luo Y, Ma Y, Majoe S, Jiang K, et all. Edge‐enhancement densenet for X‐ray fluoroscopy image denoising in cardiac electrophysiology procedures[J]. Medical Physics, 2022, 49(2): 1262-1275.（中科院三区）