45 citations · 107 across the 4 of their papers we have counts for
4 papers
Self-supervised Audiovisual Representation Learning for Remote Sensing Data
Konrad Heidler, Lichao Mou, Di Hu +5
Many current deep learning approaches make extensive use of backbone networks pre-trained on large datasets like ImageNet, which are then fine-tuned to perform a certain task. In r…
Deep Inception Generative Network for Cognitive Image Inpainting
Qingguo Xiao, Guangyao Li, Qiaochuan Chen
Recent advances in deep learning have shown exciting promise in filling large holes and lead to another orientation for image inpainting. However, existing learning-based methods o…
Scene Text Detection with Supervised Pyramid Context Network
Enze Xie, Yuhang Zang, Shuai Shao +3
Scene text detection methods based on deep learning have achieved remarkable results over the past years. However, due to the high diversity and complexity of natural scenes, previ…
Real-world plant species identification based on deep convolutional neural networks and visual attention
Qingguo Xiao, Guangyao Li, Li Xie +1
This paper investigates the issue of real-world identification to fulfill better species protection. We focus on plant species identification as it is a classic and hot issue. In t…