2 papers
cs.CV2024
Leveraging Systematic Knowledge of 2D Transformations
Jiachen Kang, Wenjing Jia, Xiangjian He
The existing deep learning models suffer from out-of-distribution (o.o.d.) performance drop in computer vision tasks. In comparison, humans have a remarkable ability to interpret i…
cs.MM2024
What's Wrong with the Bottom-up Methods in Arbitrary-shape Scene Text Detection
Chengpei Xu, Wenjing Jia, Tingcheng Cui +3
The latest trend in the bottom-up perspective for arbitrary-shape scene text detection is to reason the links between text segments using Graph Convolutional Network (GCN). Notwith…