34 citations · 40 across the 5 of their papers we have counts for
11 papers
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout
Zhengsu Chen, Jianwei Niu, Xuefeng Liu +1
Convolutional neural networks (CNNs) have achieved remarkable success in image recognition. Although the internal patterns of the input images are effectively learned by the CNNs,…
ACSC: Automatic Calibration for Non-repetitive Scanning Solid-State LiDAR and Camera Systems
Jiahe Cui, Jianwei Niu, Zhenchao Ouyang +2
Recently, the rapid development of Solid-State LiDAR (SSL) enables low-cost and efficient obtainment of 3D point clouds from the environment, which has inspired a large quantity of…
An End-to-end Method for Producing Scanning-robust Stylized QR Codes
Hao Su, Jianwei Niu, Xuefeng Liu +4
Quick Response (QR) code is one of the most worldwide used two-dimensional codes.~Traditional QR codes appear as random collections of black-and-white modules that lack visual sema…
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio
Zhengsu Chen, Jianwei Niu, Lingxi Xie +3
Automatic designing computationally efficient neural networks has received much attention in recent years. Existing approaches either utilize network pruning or leverage the networ…
A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu +3
Although deep learning models like CNNs have achieved great success in medical image analysis, the small size of medical datasets remains a major bottleneck in this area. To addres…
MangaGAN: Unpaired Photo-to-Manga Translation Based on The Methodology of Manga Drawing
Hao Su, Jianwei Niu, Xuefeng Liu +3
Manga is a world popular comic form originated in Japan, which typically employs black-and-white stroke lines and geometric exaggeration to describe humans' appearances, poses, and…