3 papers
cs.CV2024
Unicorn: Unified Neural Image Compression with One Number Reconstruction
Qi Zheng, Haozhi Wang, Zihao Liu +8
Prevalent lossy image compression schemes can be divided into: 1) explicit image compression (EIC), including traditional standards and neural end-to-end algorithms; 2) implicit im…
cs.CV2024
Block based Adaptive Compressive Sensing with Sampling Rate Control
Kosuke Iwama, Ryugo Morita, Jinjia Zhou
Compressive sensing (CS), acquiring and reconstructing signals below the Nyquist rate, has great potential in image and video acquisition to exploit data redundancy and greatly red…
cs.CV2024
Visual question answering based evaluation metrics for text-to-image generation
Mizuki Miyamoto, Ryugo Morita, Jinjia Zhou
Text-to-image generation and text-guided image manipulation have received considerable attention in the field of image generation tasks. However, the mainstream evaluation methods…