3.2k citations · 6.6k across the 41 of their papers we have counts for
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DOTA: A Large-scale Dataset for Object Detection in Aerial Images
Gui-Song Xia, Xiang Bai, Jian Ding +6
Object detection is an important and challenging problem in computer vision. Although the past decade has witnessed major advances in object detection in natural scenes, such succe…
Deep learning in remote sensing: a review
Xiao Xiang Zhu, Devis Tuia, Lichao Mou +4
Standing at the paradigm shift towards data-intensive science, machine learning techniques are becoming increasingly important. In particular, as a major breakthrough in the field,…
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation
Xin-Yi Tong, Gui-Song Xia, Fan Hu +3
Remote sensing (RS) image retrieval is of great significant for geological information mining. Over the past two decades, a large amount of research on this task has been carried o…
Anisotropic-Scale Junction Detection and Matching for Indoor Images
Nan Xue, Gui-Song Xia, Xiang Bai +2
Junctions play an important role in the characterization of local geometric structures in images, the detection of which is a longstanding and challenging task. Existing junction d…
Texture Characterization by Using Shape Co-occurrence Patterns
Gui-Song Xia, Gang Liu, Xiang Bai +1
Texture characterization is a key problem in image understanding and pattern recognition. In this paper, we present a flexible shape-based texture representation using shape co-occ…
Image Stitching by Line-guided Local Warping with Global Similarity Constraint
Tian-Zhu Xiang, Gui-Song Xia, Xiang Bai +1
Low-textured image stitching remains a challenging problem. It is difficult to achieve good alignment and it is easy to break image structures due to insufficient and unreliable po…