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Found 6 papers, 2 papers with code
Exploring Compressed Image Representation as a Perceptual Proxy: A Study
We propose an end-to-end learned image compression codec wherein the analysis transform is jointly trained with an object classification task.
Image Data Hiding in Neural Compressed Latent Representations
We propose an end-to-end learned image data hiding framework that embeds and extracts secrets in the latent representations of a generic neural compressor.
CPIPS: Learning to Preserve Perceptual Distances in End-to-End Image Compression
Lossy image coding standards such as JPEG and MPEG have successfully achieved high compression rates for human consumption of multimedia data.
Multi-task deep CNN model for no-reference image quality assessment on smartphone camera photos
Smartphone is the most successful consumer electronic product in today's mobile social network era.
JQF: Optimal JPEG Quantization Table Fusion by Simulated Annealing on Texture Images and Predicting Textures
Instead of optimizing a single image or a collection of representative images, the simulated annealing technique is applied to texture mosaic images to search for an optimal quantization table for each texture category.
Multimedia Image and Video Processing
k-Same-Siamese-GAN: k-Same Algorithm with Generative Adversarial Network for Facial Image De-identification with Hyperparameter Tuning and Mixed Precision Training
For a data holder, such as a hospital or a government entity, who has a privately held collection of personal data, in which the revealing and/or processing of the personal identifiable data is restricted and prohibited by law.
