: Researchers use JPEG compression as a way to "stress test" deep neural networks (DNNs), making them more robust against different image qualities.

: Because JPEG compression can create "blocking artifacts," specialized networks like S-Net are designed to clean up these distortions to restore visual clarity. 3. Usage in Scholarly Documents

blocks and applying a to discard information that the human eye is less likely to notice.

In technical environments, files like 1_034.jpeg are frequently used for: