3 papers
cs.CV2025
Application of convolutional neural networks in image super-resolution
Chunwei Tian, Mingjian Song, Wangmeng Zuo +3
Due to strong learning abilities of convolutional neural networks (CNNs), they have become mainstream methods for image super-resolution. However, there are big differences of diff…
cs.CV2025
A Dynamic Transformer Network for Vehicle Detection
Chunwei Tian, Kai Liu, Bob Zhang +3
Stable consumer electronic systems can assist traffic better. Good traffic consumer electronic systems require collaborative work between traffic algorithms and hardware. However,…
eess.IV2025
A Tree-guided CNN for image super-resolution
Chunwei Tian, Mingjian Song, Xiaopeng Fan +3
Deep convolutional neural networks can extract more accurate structural information via deep architectures to obtain good performance in image super-resolution. However, it is not…