99 citations · 108 across the 4 of their papers we have counts for
4 papers · 1 filter
DUFormer: Solving Power Line Detection Task in Aerial Images using Semantic Segmentation
Deyu An, Qiang Zhang, Jianshu Chao +4
Unmanned aerial vehicles (UAVs) are frequently used for inspecting power lines and capturing high-resolution aerial images. However, detecting power lines in aerial images is diffi…
Rethinking and Designing a High-performing Automatic License Plate Recognition Approach
Yi Wang, Zhen-Peng Bian, Yunhao Zhou +1
In this paper, we propose a real-time and accurate automatic license plate recognition (ALPR) approach. Our study illustrates the outstanding design of ALPR with four insights: (1)…
When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks
Zhiyu Zhu, Zhen-Peng Bian, Junhui Hou +2
Various architectures (such as GoogLeNets, ResNets, and DenseNets) have been proposed. However, the existing networks usually suffer from either redundancy of convolutional layers…
Convolutional Neural Networks with Dynamic Regularization
Yi Wang, Zhen-Peng Bian, Junhui Hou +1
Regularization is commonly used for alleviating overfitting in machine learning. For convolutional neural networks (CNNs), regularization methods, such as DropBlock and Shake-Shake…