5 citations · 5 across the 5 of their papers we have counts for
5 papers
Gen2-IC: Bridging Generative Models and Image Codecs through Latent Transport
Yinhuan Huang, Hao Cao, Pu chen +3
Diffusion-based image compression has achieved strong perceptual quality at ultra-low bitrates. However, existing codecs are often tied to specific backbones and specialized compon…
Distribution-Aware Constellation Learning for Image Transmission
Xufeng Zhang, Yinhuan Huang, Jingkai Ying +2
Semantic communication has demonstrated significant potential for image transmission, especially in bandwidth-limited and low signal-to-noise ratio scenarios. However, most existin…
Perception-Aware Video Semantic Communication
Yinhuan Huang, Zhijin Qin
Ultra-high-resolution streaming and emerging immersive services are driving rapidly increasing wireless video traffic. However, perceptually pleasing video transmission over bandwi…
Image Semantic Communication with Quadtree Partition-based Coding
Yinhuan Huang, Zhijin Qin
Deep learning based semantic communication (DeepSC) system has emerged as a promising paradigm for efficient wireless transmission. However, existing image DeepSC methods, frequent…
Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN
Hang Min, Devin Wilson, Yinhuang Huang +4
Mammographic mass detection and segmentation are usually performed as serial and separate tasks, with segmentation often only performed on manually confirmed true positive detectio…