ByteNet: Rethinking multimedia file fragment classification through visual perspectives
Multimedia file fragment classification (MFFC) aims to identify file fragment types, eg,
image/video, audio, and text without system metadata. It is of vital importance in multimedia …
image/video, audio, and text without system metadata. It is of vital importance in multimedia …
Toward Efficient Video Compression Artifact Detection and Removal: A Benchmark Dataset
L Lin, M Wang, J Yang, K Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Video compression leads to compression artifacts, among which Perceivable Encoding
Artifacts (PEAs) degrade user perception. Most of existing state-of-the-art Video …
Artifacts (PEAs) degrade user perception. Most of existing state-of-the-art Video …
Robust Multiple Description Neural Video Codec with Masked Transformer for Dynamic and Noisy Networks
Multiple Description Coding (MDC) is a promising error-resilient source coding method that
is particularly suitable for dynamic networks with multiple (yet noisy and unreliable) paths …
is particularly suitable for dynamic networks with multiple (yet noisy and unreliable) paths …
A Byte-based GPT-2 Model for Bit-flip JPEG Bitstream Restoration
H Qin, H Sun, Y Wang - 2024 Asia Pacific Signal and …, 2024 - ieeexplore.ieee.org
In this paper, we investigate the application of large language models (LLMs) for the
recovery of corrupted bitstreams, specifically focusing on JPEG image data. We propose a …
recovery of corrupted bitstreams, specifically focusing on JPEG image data. We propose a …