activity
20192022
most citedDeep Learning for UAV-based Object Detection and Tracking: A Survey

373 citations · 905 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CV2022★ 84 cited

LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images

Zhanchao Huang, Wei Li, Xiang-Gen Xia +3

A few lightweight convolutional neural network (CNN) models have been recently designed for remote sensing object detection (RSOD). However, most of them simply replace vanilla con…

eess.IV2022★ 79 cited

MS-HLMO: Multi-scale Histogram of Local Main Orientation for Remote Sensing Image Registration

Chenzhong Gao, Wei Li, Ran Tao +1

Multi-source image registration is challenging due to intensity, rotation, and scale differences among the images. Considering the characteristics and differences of multi-source r…

cs.CV2022★ 4 cited

A Joint Morphological Profiles and Patch Tensor Change Detection for Hyperspectral Imagery

Zengfu Hou, Wei Li

Multi-temporal hyperspectral images can be used to detect changed information, which has gradually attracted researchers' attention. However, traditional change detection algorithm…

cs.CV2021★ 373 cited

Deep Learning for UAV-based Object Detection and Tracking: A Survey

Xin Wu, Wei Li, Danfeng Hong +2

Owing to effective and flexible data acquisition, unmanned aerial vehicle (UAV) has recently become a hotspot across the fields of computer vision (CV) and remote sensing (RS). Ins…

cs.CV2021★ 153 cited

A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection

Zhanchao Huang, Wei Li, Xiang-Gen Xia +1

Recently, many arbitrary-oriented object detection (AOOD) methods have been proposed and attracted widespread attention in many fields. However, most of them are based on anchor-bo…

cs.CV2019★ 212 cited

ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features

Xin Wu, Danfeng Hong, Jiaojiao Tian +3

With the rapid development of spaceborne imaging techniques, object detection in optical remote sensing imagery has drawn much attention in recent decades. While many advanced work…