I am a Ph.D. student (2018-2023, expected) at State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan University. I received B.S. degree from the School of Geography and Information Engineering, China University of Geosciences, Wuhan, China, in 2018. I'm now a member of RSIDEA group, advised by Prof. Yanfei Zhong and Prof. Liangpei Zhang.
My research interest is in remote sensing image process, computer vision/earth vision, especially multi-source remote sensing imagery scene parsing. My research goal is to design original and insightful Earth vision technologies to make high positive impacts on the geoscience field. Meanwhile, I am an enthusiast of remote sensing data science competitions.
Email: zhengzhuo [at] whu [dot] edu [dot] cn
Recent News
2021.08, One paper is accepted by RSE.
2021.07, One paper is accepted by ICCV 2021.
2021.07, I win the 5th place in the Overhead Geopose Challenge hosted by NGA.
2021.03, Our team win the 4th place in 2021 IEEE GRSS Data Fusion Contest, Track: Multitemporal Semantic Change Detection.
2021.03, Our PE&RS paper wins the first place in the 2021 John I. Davidson President’s Award.
2020.12, One paper is accepted by ISPRS P&RS.
2020.11, the source code of FarSeg (CVPR 2020) has been available.
2020.10, I win the 2020 Graduate Academic Innovation Outstanding Prize.
2020.06, I win the top graduate award at SpaceNet 6 & EarthVision workshop challenge at CVPR 2020.
2020.05, the source code of FPGA (TGRS 2020) has been available.
Selected Publication
Zhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma, Liangpei Zhang
Highlight: A deep object-based semantic change detection method for building damage assessment in the context of disaster response.
Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong
International Conference on Computer Vision (ICCV), 2021
paper project code
Highlight: A single-temporal supervised learning algorithm and a plug-and-play change detection head: ChangeMixin for change detection.
The method has been included in microsoft/torchgeo
Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong
Highlight: A registration-free multi-modal/sensor learning algorithm via exploring meta-modal/sensory representation for all-weather mapping.
Zhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
paper code/model
Highlight: Explicit foreground modeling from the perspectives of relation and optimization for real-time geospatial object segmentation.
The method has been included in microsoft/torchgeo
Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang
Highlight: Patch-free is all you need towards faster and stronger hyperspectral image classification.
Zhuo Zheng, Yanfei Zhong, Ailong Ma, Xiaobing Han, Ji Zhao, Yanfei Liu, Liangpei Zhang
Highlight: Hyper-scale = Multi-scale × Multi-scale, a new perspective of scale modeling at the convolutional groups.
Yanfei Zhong, Zhuo Zheng*, Ailong Ma, Xiaoyan Lu, Liangpei Zhang (* denotes the corresponding author)
Highlight: Evolvable model and dataset: making your model and dataset both great again for new domain data.
Award
This challenge is hosted by the National Geospatial-Intelligence Agency (NGA)
Zhuo Zheng (id: chuchu in the leaderboard)
website
Zhuo Zheng, Junjue Wang, Yinhe Liu, Shiqi Tian, Yanfei Zhong, Ailong Ma
website announcement
announcement
announcement
Zhuo Zheng, Junjue Wang, Dingyuan Chen (Team name: __EVER__ in Topcoder)
website announcement
Zhuo Zheng, Junjue Wang, Yanfei Zhong, Ailong Ma, Liangpei Zhang
website code
Zhuo Zheng, Yanfei Zhong, Junjue Wang
website tech report
Academic Service
Reviewer
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- International Journal of Computer Vision (IJCV)
- IEEE Transactions on Cybernetics (TCYB)
- IEEE Transactions on Geoscience and Remote Sensing (TGRS)
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)