Thiago L. T. da Silveira

Exploring Asymmetric Autoencoder Architectures for Computationally Efficient Neural Image Compression

2025 · IEEE Design and Test

Neural image compression (NIC) employs neural network models called autoencoders to compress images. NIC offers comparable or better rate-distortion performance and visual quality than traditional methods but requires significant processing power for compression and decompression. …