期刊论文

Hongwei Deng

英文

Journal of Electronic Imaging

1017-9909

2023

32

1

10.1117/1.JEI.32.1.013017

The authors would like to acknowledge the support of the Scientific Research Project of Hunan Provincial Department of Education and the Science and Technology Plan Project of Hunan Province. This work was supported in part by the Scientific Research Project of Hunan Provincial Department of Education (Grant No. 18A332), the Science and Technology Plan Project of Hunan Province (Grant No. 2016TP1020), and the Hunan Provincial Natural Science Foundation of China (Grant No. 2022JJ50016). The authors declare that they have no conflicts of interest to report regarding the present study.

本校为第一机构

Retail product detection in fisheye camera capture scenes frequently suffers from excessive object occlusion and deformation, as well as difficulty in distinguishing products with small fine-grained differences, so accurately classifying and localizing products in these images presents a challenge for computer vision. We propose an efficient product detection network called EPformer by fusing a visual transformer and convolutional neural network to reliably detect retail products in fisheye images. We employ a shifted window strategy for featur...