Search - image compression using neural networks

Search - image compression using neural networks - List

[matlab] ImageCompression_ANN DL : 0: Image Compression using Artificial Neural Networks This code is developed in MATLAB 6.5 and can used in Windows platform. Program contain all necessary files. For training the network use Train.m and Codec.m compress images by trained network.
Update : 2025-03-07 Size : 176kb Publisher : Aso
[matlab] PCA_neural_networks DL : 0: PCA for image compression, Sanger s algorithm implemented with neural networks
Update : 2025-03-07 Size : 350kb Publisher : Cristina C
[AI-NN-PR] Adaptive-Image-Compression DL : 0: Adaptive Image Compression Using Neural Networks.pdf IEEE文章使用神经网络的自适应图像压缩-Adaptive Image Compression Using Neural Networks.pdf IEEE published paper
Update : 2025-03-07 Size : 391kb Publisher : anssa
[Report papers] Robust Spatial-spread Deep Neural Image Watermarking DL : 0: Watermarking is an operation of embedding infor- mation into an image in a way that allows to identify ownership of the image despite applying some distortions on it. In this paper, we present a novel end-to-end solution for embedding and recovering the watermark in the digital image using convolutional neural networks. We propose a spreading method of the message over the spatial domain of the image, hence reducing the local bits per pixel capacity and significantly increasing robustness. To obtain the model we use adversarial training, apply noiser layers between the encoder and the decoder, and implement a precise JPEG approximation. Moreover, we broaden the spectrum of typically considered attacks on the watermark and we achieve high overall robustness, most notably against JPEG compression, Gaussian blur, subsampling or resizing. We show that an appli- cation of some attacks could increase robustness against other non-seen during training distortions across one group of attacks — a proper grouping of the attacks according to their scope allows to achieve high general robustness
Update : 2021-05-05 Size : 756.6kb Publisher : bamzi334