314 citations · 370 across the 12 of their papers we have counts for
12 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…
A new PIR-based method for real-time tracking
Tianye Yang, Xuefeng Liu, Shaojie Tang +2
Pyroelectric infrared (PIR) sensors are considered to be promising devices for device-free localization due to its advantages of low cost, less intrusive, and the immunity from mul…
DropFilter: Dropout for Convolutions
Zhengsu Chen Jianwei Niu Qi Tian
Using a large number of parameters , deep neural networks have achieved remarkable performance on computer vison and natural language processing tasks. However the networks usually…
ART-UP: A Novel Method for Generating Scanning-robust Aesthetic QR codes
Mingliang Xu, Qingfeng Li, Jianwei Niu +4
QR codes are usually scanned in different environments, so they must be robust to variations in illumination, scale, coverage, and camera angles. Aesthetic QR codes improve the vis…
Stylize Aesthetic QR Code
Mingliang Xu, Hao Su, Yafei Li +5
With the continued proliferation of smart mobile devices, Quick Response (QR) code has become one of the most-used types of two-dimensional code in the world. Aiming at beautifying…
Optimal Pricing of User-Initiated Data-Plan Sharing in A Roaming Market
Feng Wang, Lingjie Duan, Jianwei Niu
A smartphone user's personal hotspot (pH) allows him to share cellular connection to another (e.g., a traveler) in the vicinity, but such sharing consumes the limited data quota in…
Wireless Power Transfer and Data Collection in Wireless Sensor Networks
Kai Li, Wei Ni, Lingjie Duan +2
In a rechargeable wireless sensor network, the data packets are generated by sensor nodes at a specific data rate, and transmitted to a base station. Moreover, the base station tra…