个人简介
教育经历 2016.8~2017.9 澳大利亚阿德莱德大学 进修或培训 2013.9~2018.6 华中科技大学 研究生(博士)毕业 2009.9~2013.6 中国地质大学(武汉) 本科(学士) 工作经历 2020.11~至今 华中科技大学 人工智能与自动化学院 副教授 2018.9~2020.8 阿德莱德大学 澳大利亚机器学习研究所 博士后
研究领域
稠密预测 图像抠图 目标计数 语义分割
学术兼职
担任十余种会议与期刊的审稿人,包括CVPR、SIGGRAPH Asia、TPAMI、TCYB、TCSVT、PR、CVIU、WACV、ACCV、ICIP、ICPR、PLME、COMPAG、BIOSYSENG、GRSL、EAAI、Sensors等。
近期论文
[1] Hao Lu, Yutong Dai, Chunhua Shen, and Songcen Xu, "Index Networks", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020. (CCF A类 期刊,2020年影响因子:16.389) [2] Hao Lu, Yutong Dai, Chunhua Shen, and Songcen Xu, "Indices Matter: Learning to Index for Deep Image Matting", In Proc. IEEE/CVF International Conference on Computer Vision (ICCV), pp. 3266-3275, 2019. (CCF A类 会议) [3] Yutong Dai+, Hao Lu+, and Chunhua Shen, "Learning Affinity-Aware Upsampling for Deep Image Matting", In Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. (+ 同等贡献,CCF A类 会议) [4] Haipeng Xiong+, Hao Lu+, Chengxin Liu, Liang Liu, Zhiguo Cao, and Chunhua Shen, "From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer", In Proc. IEEE/CVF International Conference on Computer Vision (ICCV), pp. 8362-8371, 2019. (+ 同等贡献,CCF A类 会议) [5] Liang Liu+, Hao Lu+, Hongwei Zou, Haipeng Xiong, Zhiguo Cao, and Chunhua Shen, "Weighing Counts: Sequential Crowd Counting by Reinforcement Learning", In Proc. European Conference on Computer Vision (ECCV), 2020. (+ 同等贡献,CCF B类 会议) [6] Hao Lu+, Lei Zhang+, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, and Anton van den Hengel, "When Unsupervised Domain Adaptation Meets Tensor Representations", In Proc. IEEE International Conference on Computer Vision (ICCV), pp. 599-608, 2017. (+ 同等贡献,CCF A类 会议) [7] Zhiyu Pan, Zhiguo Cao, Kewei Wang, Hao Lu*, Weicai Zhong, "TransView: Inside, Outside, and Across the Cropping View Boundraries", In Proc. IEEE/CVF International Conference on Computer Vision (ICCV), 2021. (* 通讯作者,CCF A类 会议) [8] Chaoyi Hong, Shuaiyuan Du, Ke Xian, Hao Lu, Zhiguo Cao, and Weicai Zhong, "Composing Photos Like a Photographer", In Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. (CCF A类 会议) [9] Hao Lu, Chunhua Shen, Zhiguo Cao, Yang Xiao, and Anton van den Hengel, "An Embarrassingly Simple Approach to Visual Domain Adaptation", IEEE Transactions on Image Processing, vol. 27, no. 7, pp. 3403-3417, 2018. (CCF A类 期刊,2020年影响因子:10.856) [10] Jian Cheng, Haipeng Xiong, Zhiguo Cao, and Hao Lu*, "Decoupled Two-Stage Crowd Counting and Beyond", IEEE Transactions on Image Processing, vol. 30, pp. 2862-2875, 2021. (* 通讯作者,CCF A类 期刊,2020年影响因子:10.856)