亿百电竞平台:高陈强
一、教师简介(含主要经历)
高陈强,重庆人,亿百电竞平台“百人计划”教授,博导,逸仙学者,2004年本科毕业于中国地质大学(武汉)计算机亿百电竞平台,保研至华中科技大学图像识别与人工智能研究所(多谱信息智能处理技术全国重点实验室,导师:田金文教授,硕博连读),于2009年毕业,同年加入重庆邮电大学通信与信息工程亿百电竞平台,期间于2012年-2014年,在美国卡内基梅隆大学(CMU)计算机亿百电竞平台LTI系做博士后研究(合作导师:Alexander Hauptmann教授),担任信号与信息处理重庆市重点实验室主任,智能多媒体处理研究中心负责人,2023年加入亿百电竞平台。
电子邮箱:gaochq6@mail.sysu.edu.cn
办公地点:亿百电竞平台(深圳校区)工学园2栋2-608
个人主页:https://gaocq.github.io
二、学科方向
长期从事红外图像处理、2D/3D 目标分割、2D/3D目标检测、行为分析、多模态图像理解等方面的研究工作。
三、科研项目
作为主持人主持国家级项目4项,其中国家重点研发课题1项(负责经费340万),国家自然科学科学基金3项;主持省部级项目5项;主持横向协助项目10余项,主要针对实际应用问题开发图像与视频处理算法。
四、论著专利
近年代表性论文:
[1]Junjie Guo(研究生), Chenqiang Gao*, Fangcen Liu, Deyu Meng, Xinbo Gao. DAMSDet: Dynamic Adaptive Multispectral Detection Transformer with Competitive Query Selection and Adaptive Feature Fusion. ECCV 2024.
[2]Fangcen Liu(博士生), Chenqiang Gao, Yaming Zhang, Junjie Guo, Jinhao Wang, Deyu Meng. Infmae: A foundation model in infrared modality. ECCV 2024.
[3]Pengcheng Li(博士生), Chenqiang Gao*, Chunfeng Lian*, Deyu Meng. Spatial Prior-Guided Bi-Directional Cross-Attention Transformers for Tooth Instance Segmentation, IEEE Transactions on Medical Imaging, 2024.
[4]Fangcen Liu(博士生), Chenqiang Gao*, Fang Chen, Deyu Meng, Wangmeng Zuo, Xinbo Gao. Infrared Small and Dim Target Detection with Transformer under Complex Backgrounds. IEEE Transactions on Image Processing, vol. 32, pp. 5921-5932, doi: 10.1109/TIP.2023.3326396. 2023.
[5]Chuandong Liu(研究生), Chenqiang Gao*, Fangcen Liu, Pengcheng Li, Deyu Meng, Xinbo Gao. Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection. CVPR 2023. (计算机视觉顶会,CCF-A类会议)
[6]Pengcheng Li (博士生), Yang Liu, Zhiming Cui, Feng Yang, Yue Zhao, Chunfeng Lian, Chenqiang Gao. Semantic Graph Attention with Explicit Anatomical Association Modeling for Tooth Segmentation from CBCT Images. IEEE Transactions on Medical Imaging, 2022
[7]Jiaxu Leng, Mengjingcheng Mo, Yinghua Zhou, Chenqiang Gao, Weisheng Li, Xinbo Gao, Pareto Refocusing for Drone-view Object Detection, IEEE Transactions on Circuits and Systems for Video Technology, 2022.
[8]Jiaxu Leng, Jia Wang, Xinbo Gao, Bo Hu, Ji Gan, Chenqiang Gao,ICNet: Joint Alignment and Reconstruction via Iterative Collaboration for Video Super-Resolution,ACM MM 2022. (多媒体顶会,CCF-A类会议)
[9]Tiecheng Song, Yuanlin Wang, Chenqiang Gao, Haonan Chen, Jun Li. MSLAN: A Two-Branch Multi-Directional Spectral-Spatial LSTM Attention Network for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing. 2022
[10]Chuandong Liu(研究生), Chenqiang Gao*, Fangcen, Liu, Jiang Liu, Deyu Meng, Xinbo Gao. SS3D: Sparsely-Supervised 3D Object Detection from Point Cloud. CVPR 2022. (计算机视觉顶会,CCF-A类会议)
[11]Fang Chen(本科生), Chenqiang Gao*, Fangcen Liu, Yue Zhao, Yuxi Zhou, Deyu Meng, Wangmeng Zuo.Local Patch Network with Global Attention for Infrared Small Target Detection. IEEE Transactions on Aerospace and Electronic Systems. 2022
[12]Yue Zhao, Lingming Zhang, Yang Liu,Deyu Meng, Zhiming Cui, Chenqiang Gao*, Xinbo Gao, Chunfeng Lian, and Dinggang Shen*. Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation. IEEE Transactions on Medical Imaging, 2021.
[13]Xu Chen(研究生), Chenqiang Gao*, Feng Yang, Xiaohan Wang, Yi Yang, Yahong Han. Video-to-Image Casting: A Flatting Method for Video Analysis, ACM MM 2021. (多媒体顶会,CCF-A类会议,Oral)
[14]Lingming Zhang(研究生), Yue Zhao, Deyu Meng, Zhiming Cui, Chenqiang Gao*, Xinbo Gao, Chunfeng Lian, Dinggang Shen*. TSGCNet: Discriminative Geometric Feature Learning with Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation. CVPR 2021. (计算机视觉顶会,CCF-A类会议)
[15]Fangcen Liu(研究生), Chenqiang Gao* , Yongqing Sun, Yue Zhao, Feng Yang, Anyong Qin, Deyu Meng. Infrared and Visible Cross-Modal Image Retrieval through Shared Features. IEEE Transactions on Circuits and Systems for Video Technology, 2021.
[16]Xu Chen(研究生), Chenqiang Gao?, Chaoyu Li, Yi Yang and Deyu Meng. Infrared Action Detection in the Dark via Cross-Stream Attention Mechanism. IEEE Transactions on Multimedia, 2021.
五、荣誉获奖情况
2021年度重庆市自然科学奖二等奖(排名第一)
六、主要兼职与社会服务
《The Visual Computer》,《Frontiers in Computer Science》等期刊编委
视觉与学习青年学者研讨会(VALSE)资深领域主席