13 citations · 15 across the 7 of their papers we have counts for
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cs.CV2023
ROI-based Deep Image Compression with Swin Transformers
Binglin Li, Jie Liang, Haisheng Fu +1
Encoding the Region Of Interest (ROI) with better quality than the background has many applications including video conferencing systems, video surveillance and object-oriented vis…
cs.CV2020
Learned Multi-Resolution Variable-Rate Image Compression with Octave-based Residual Blocks
Mohammad Akbari, Jie Liang, Jingning Han +1
Recently deep learning-based image compression has shown the potential to outperform traditional codecs. However, most existing methods train multiple networks for multiple bit rat…
cs.CV2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression
Mohammad Akbari, Jie Liang, Jingning Han
Deep learning has revolutionized many computer vision fields in the last few years, including learning-based image compression. In this paper, we propose a deep semantic segmentati…