Search Results for author: Huifang Li

Found 4 papers, 2 papers with code

A physics-constrained machine learning method for mapping gapless land surface temperature

no code implementations3 Jul 2023 Jun Ma, Huanfeng Shen, Menghui Jiang, Liupeng Lin, Chunlei Meng, Chao Zeng, Huifang Li, Penghai Wu

Specifically, the light gradient-boosting machine (LGBM) model, which uses only remote sensing data as input, serves as the pure ML model.

Collaborative Perception in Autonomous Driving: Methods, Datasets and Challenges

1 code implementation16 Jan 2023 Yushan Han, HUI ZHANG, Huifang Li, Yi Jin, Congyan Lang, Yidong Li

The former focuses on collaboration modules and efficiency, and the latter is devoted to addressing the problems in actual application.

Autonomous Driving

Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images

1 code implementation22 Nov 2021 Ye Liu, Huifang Li, Chao Hu, Shuang Luo, Yan Luo, Chang Wen Chen

The proposed model exploits three lightweight plug-and-play modules, namely dense feature pyramid network (DenseFPN), spatial context pyramid (SCP), and hierarchical region of interest extractor (HRoIE), to aggregate global visual context at feature, spatial, and instance domains, respectively.

Instance Segmentation Object Detection

Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery

no code implementations17 Jun 2016 Zhiwei Li, Huanfeng Shen, Huifang Li, Gui-Song Xia, Paolo Gamba, Liangpei Zhang

In this paper, an automatic multi-feature combined (MFC) method is proposed for cloud and cloud shadow detection in GF-1 WFV imagery.

Cloud Detection Earth Observation +1

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