Hao Lu's Homepage
Hao Lu 陆 昊
Ph.D., Associate Professor
School of Artificial Intelligence and Automation
Huazhong University of Science and Technology
Wuhan 430074, China
E-mail: hlu@hust.edu.cn Google Scholar GitHub
About Me
I am currently Associate Professor with Huazhong University of Science and Technology.
I was Senior Research Associate with School of Computer Science, The University of Adelaide, under the supervision of Prof. Chunhua Shen. I received my Ph.D. degree from the School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, China, supervised by Prof. Zhiguo Cao.
My research interests include computer vision and machine learning. I am currently working on visual dense prediction problems, a broad range of tasks that deal with per-pixel labeling such as image matting, object counting, semantic segmentation, object detection, and depth estimation. I am particularly interested in developing simple yet effective solutions to problems in reality from deep, novel insights.
News
27 Feb 2024: Two papers on image matting accepted to CVPR 2024!
14 Jul 2023: Four papers accepted to ICCV 2023!
13 Jun 2023: I have accepted the invitation being Associate Editor of Plant Phenomics!
5 Jun 2023: One paper on how to manage uncertainty for barycentric coorespondence coordinates accepted to IEEE TPAMI!
17 May 2023: One paper on geometric-invarriant coordinate representations for feature correspondence accepted to IJCV!
13 Mar 2023: One paper on object counting accepted to IJCV!
19 Nov 2022: Three papers on deep matting, correspondence pruning, and aesthesic image cropping accepted to AAAI 2023!
15 Sep 2022: One paper on general-purpose feature upsampling accepted to NeurIPS 2022!
3 Jul 2022: Four papers accepted to ECCV 2022!
30 Jun 2022: Two papers accepted to MM 2022!
2 Mar 2022: Two papers accepted to CVPR 2022!
23 Jul 2021: One paper accepted to ICCV2021!
2 Mar 2021: Two papers accepted to CVPR 2021!
9 Feb 2021: One paper on plant counting accepted to IEEE TGRS!
23 Jan 2021: One paper on simultaneous crowd counting and localization accepted to IEEE TIP!
5 Nov 2020: I am joining in Huazhong University of Science and Technology as an Associate Professor!
3 Jul 2020: One paper on object counting with reinforcement learning accepted to ECCV 2020! Code is released!
8 Jun 2020: One paper on generic upsampling operators accepted to IEEE TPAMI!
23 Jul 2019: Two papers accepted to ICCV 2019! One is about image matting, and the other is about object counting.
17 Jul 2018: Our paper ‘In-field automatic observation of wheat heading stage using computer vision’ won the EurAgEng Outstanding Paper Award 2018!
17 May 2018: I passed my PhD thesis defense!
19 Mar 2018: One paper on visual domain adaptation accepted to IEEE TIP!
28 Feb 2018: One paper on monocular depth estimation accepted to CVPR 2018!
17 Jul 2017: One paper on tensor domain adaptation accepted to ICCV 2017!
Education
Huazhong University of Science and Technology, China Sep. 2013 - Jun. 2018
Ph.D. in Control Science and Engineering
Recipient of the Graduate National Scholarship
The University of Adelaide, Australia Centre for Visual Technologies Aug. 2016 - Sep. 2017
Visiting Student, Co-supervised by Prof. Chunhua Shen
China University of Geosciences (Wuhan), China Sep. 2009 - Jun. 2013
B.S., Technique and Instrumentation of Measurements
Recipient of the National Scholarship
Selected Publications
My full publication list can be found here. + equal contribution; * corresponding author.
Monocular Relative Depth Perception with Web Stereo Data Supervision
Ke Xian, Chunhua Shen, Zhiguo Cao, Hao Lu, Yang Xiao, Ruibo Li, Zhenbo Luo
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Toward Good Practices for Fine-Grained Maize Cultivar Identification With Filter-Specific Convolutional Activations
Hao Lu, Zhiguo Cao, Yang Xiao, Zhiwen Fang, Yanjun Zhu
IEEE Transactions on Automation Science and Engineering, 2018
Two-dimensional subspace alignment for convolutional activations adaptation
Hao Lu, Zhiguo Cao, Yang Xiao, Yanjun Zhu
Pattern Recognition, 2017
In-field automatic observation of wheat heading stage using computer vision
Yanjun Zhu, Zhiguo Cao, Hao Lu, Yanan Li, Yang Xiao
Biosystems Engineering, 2016
EurAgEng Outstanding Paper Award
Academic Service
Journal Editor
Associate Editor of Plant Phenomics Journal
Guest Editor of Frontiers in Plant Science Journal
Conference Committee
Excutive Area Chair of VALSE
Area Chair of PRCV 2023
Journal Reviewer
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
IEEE Transactions on Image Processing
IEEE Transactions on Neural Networks and Learning Systems
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Cybernetics
Pattern Recognition
Computer Vision and Image Understanding
Plant Phenomics
Computers and Electronics in Agriculture
Biosystems Engineering
Geoscience and Remote Sensing Letters
Engineering Applications of Artificial Intelligence
...
Conference Reviewer
ICML 2024
ICLR 2024
NeurIPS 2023
ICCV 2023
CVPR 2024, CVPR2023, CVPR2022, CVPR2021, CVPR2020
ECCV 2022, ECCV 2024
ACM MM 2023
AAAI 2023
SIGGRAPH Asia 2020
WACV2021
ACCV2020
ICIP2020, ICIP2019
ICPR2018