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Bit Rate Matching Algorithm Optimization in JPEG-AI Verification Model
To generate reconstructed images with the desired bits per pixel and assess the BD-rate performance of both the JPEG-AI verification model and VVC intra, bit rate matching is employed.
Bit Distribution Study and Implementation of Spatial Quality Map in the JPEG-AI Standardization
Currently, there is a high demand for neural network-based image compression codecs.
Efficient Contextformer: Spatio-Channel Window Attention for Fast Context Modeling in Learned Image Compression
Entropy estimation is essential for the performance of learned image compression.
Learning-Based Conditional Image Coder Using Color Separation
Our approach allows parallel processing of each component, flexibility to select different channel numbers, and an overall complexity reduction.
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