颜露新
教授
所属大学: 华中科技大学
所属学院: 人工智能与自动化学院
个人简介
教育经历 1997.9 - 2001.6:华中理工大学,通信与信息系统专业,本科毕业,获学士学位。 2001.9 - 2007.3:华中科技大学,模式识别与智能系统专业,研究生毕业,获博士学位。 工作经历 2007.4 - 2009.9:于计算机科学与技术博士后流动站从事博士后研究工作。 2009.10 - 2010.10:在华中科技大学图像识别与人工智能研究所担任讲师。 2010.11 - 2016.10:在华中科技大学图像识别与人工智能研究所担任副教授。 2016.11 - 至今:在华中科技大学人工智能与自动化学院担任教授。
研究领域
1. 嵌入式视频/图像实时处理系统开发 应用DSP(TI或ADI)、FPGA(Altera、Xilinx或Actel公司)构建实时处理系统,完成视频/图像处理和自动目标识别任务,应用领域包括弹载实时自动目标识别、弹/星载图像压缩、视频监控等。
近期论文
[1] Hanyu Zhou, Yi Chang*, Wending Yan, Luxin Yan.Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow.IEEE Computer Vision and Pattern Recognition(CVPR), 2023, [2] Yi Chang, Meiya Chen, Changfeng Yu, Yi Li, Liqun Chen*, Luxin Yan.Direction and Residual Awareness Curriculum Learning Network for Rain Streaks Removal.IEEE Trans. on Neural Net. Learn. Sys.(TNNLS), 2023, [3] Houzhang Fang, Zikai Liao, Xuhua Wang, Yi Chang, Luxin Yan.Differentiated Attention Guided Network Over Hierarchical and Aggregated Features for Intelligent UAV Surveillance.IEEE Trans. on Industr. Inform.(TII),2023, [4] Shilv Cai, Zhijun Zhang, Liqun Chen, Luxin Yan, Sheng Zhong, Xu Zou.High-Fidelity Variable-Rate Image Compression via Invertible Activation Transformation.ACM Int'l Conference on Multimedia(ACMMM), 2022, [5] Leizhen Dong, Zhimin Li, Kunlun Xu, Zhijun Zhang, Luxin Yan, Sheng Zhong, Xu Zou*.Category-Aware Transformer Network for Better Human-Object Interaction Detection.IEEE Computer Vision and Pattern Recognition(CVPR), 2022, [6] Yuntong Ye, Changfeng Yu, Yi Chang*, Lin Zhu, Xile Zhao, Luxin Yan and Yonghong Tian..Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity.IEEE Computer Vision and Pattern Recognition(CVPR), 2022, [7] Yi Li, Yi Chang*, Yan Gao, Changfeng Yu, and Luxin Yan..Physically Disentangled Joint Intra- and Inter-domain Adaptation for Varicolored Haze Removal.IEEE Computer Vision and Pattern Recognition(CVPR), 2022, [8] Zhijun Zhang, Yi Chang, Sheng Zhong, Luxin Yan, and Xu Zou*.Learning Dynamic Background for Weakly Supervised Moving Object Detection.Image and Vision Computing(IVC), 2022, [9] Liqun Chen, Yi Chang, and Luxin Yan*.On-Orbit Real-Time Variational Image Destriping: FPGA Architecture and Implementation.IEEE Trans. on Geoscience and Remote Sensing(TGRS), 2022, [10] Yi Li, Yi Chang*, Changfeng Yu, and Luxin Yan.Close the Loop: A Unified Bottom-up and Top-down Paradigm for Joint Image Deraining and Segmentation.Association for the Advancement of Artifical Intelligence(AAAI), 2022,