3 papers
cs.CV2024
A comparative study of generative adversarial networks for image recognition algorithms based on deep learning and traditional methods
Yihao Zhong, Yijing Wei, Yingbin Liang +3
In this paper, an image recognition algorithm based on the combination of deep learning and generative adversarial network (GAN) is studied, and compared with traditional image rec…
cs.LG2024
Advanced Multimodal Deep Learning Architecture for Image-Text Matching
Jinyin Wang, Haijing Zhang, Yihao Zhong +3
Image-text matching is a key multimodal task that aims to model the semantic association between images and text as a matching relationship. With the advent of the multimedia infor…
cs.CV2024
Research on Image Recognition Technology Based on Multimodal Deep Learning
Jinyin Wang, Xingchen Li, Yixuan Jin +3
This project investigates the human multi-modal behavior identification algorithm utilizing deep neural networks. According to the characteristics of different modal information, d…