36 citations · 164 across the 26 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.CV2023
Learning Degradation-Independent Representations for Camera ISP Pipelines
Yanhui Guo, Fangzhou Luo, Xiaolin Wu
Image signal processing (ISP) pipeline plays a fundamental role in digital cameras, which converts raw Bayer sensor data to RGB images. However, ISP-generated images usually suffer…
eess.IV2023★ 25 cited
LVQAC: Lattice Vector Quantization Coupled with Spatially Adaptive Companding for Efficient Learned Image Compression
Xi Zhang, Xiaolin Wu
Recently, numerous end-to-end optimized image compression neural networks have been developed and proved themselves as leaders in rate-distortion performance. The main strength of…
eess.IV2023★ 3 cited
Dual-layer Image Compression via Adaptive Downsampling and Spatially Varying Upconversion
Xi Zhang, Xiaolin Wu
Ultra high resolution (UHR) images are almost always downsampled to fit small displays of mobile end devices and upsampled to its original resolution when exhibited on very high-re…