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To provide an image compression method with better compression performance and lower computational complexity, a new image compression algorithm is proposed in this paper. First, a double-layer ...
Bulk MozJPEG Compressor is a simple-to-use, Windows-friendly Python tool with a graphical interface that makes it easy to compress multiple JPEG and PNG images at once. Built to feel as familiar as a ...
They divided the plain image into blocks and compressed and preencrypted it using block compressive sensing. The authors embedded the cipher image onto the carrier image using the singular value ...
Additionally, the system's use of default JPEG optimization settings (quantization) proved a barrier to training efficacy. A later project (2023's JPEG Compliant Compression for DNN Vision) ...
It can be concluded that ESPC-BCS-Net has effectively improved underwater image compression and reconstruction quality while maintaining fast runtime. The ESPC-BCS-Net mainly focuses on the CS ...
Better than JPEG? Researcher discovers that Stable Diffusion can compress images Lossy compression bypasses text-to-image portions of Stable Diffusion with interesting results.
Intel has recently released Neural Compressor, an open-source Python package for model compression. This library can be applied to deep learning deployment on CPUs or GPUs to decrease the model size ...
This paper introduces an end-to-end learned image compression system, termed ANFIC, based on Augmented Normalizing Flows (ANF). ANF is a new type of flow model, which stacks multiple variational ...
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