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Machine Perception-Driven Image Compression: A Layered Generative Approach. (arXiv:2304.06896v1 [eess.IV])
cs.CV updates on arXiv.org arxiv.org
In this age of information, images are a critical medium for storing and
transmitting information. With the rapid growth of image data amount, visual
compression and visual data perception are two important research topics
attracting a lot attention. However, those two topics are rarely discussed
together and follow separate research path. Due to the compact compressed
domain representation offered by learning-based image compression methods,
there exists possibility to have one stream targeting both efficient data
storage and compression, and machine …
age arxiv attention compression data data storage generative growth image images information machine machine perception medium paper path perception representation research storage together topics visual data