106 citations · 121 across the 5 of their papers we have counts for
5 papers
Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey
Qinfeng Zhu, Lei Fan, Ningxin Weng
Deep learning (DL) has become one of the mainstream and effective methods for point cloud analysis tasks such as detection, segmentation and classification. To reduce overfitting d…
SDRCNN: A single-scale dense residual connected convolutional neural network for pansharpening
Yuan Fang, Yuanzhi Cai, Lei Fan
Pansharpening is a process of fusing a high spatial resolution panchromatic image and a low spatial resolution multispectral image to create a high-resolution multispectral image.…
Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning
Xuehui Wang, Qing Wang, Yuzhi Zhao +3
Despite convolutional network-based methods have boosted the performance of single image super-resolution (SISR), the huge computation costs restrict their practical applicability.…
Monocular Outdoor Semantic Mapping with a Multi-task Network
Yucai Bai, Lei Fan, Ziyu Pan +1
In many robotic applications, especially for the autonomous driving, understanding the semantic information and the geometric structure of surroundings are both essential. Semantic…
Planecell: Representing the 3D Space with Planes
Lei Fan, Ziyu Pan, Long Chen +1
Reconstruction based on the stereo camera has received considerable attention recently, but two particular challenges still remain. The first concerns the need to aggregate similar…