2 papers
cs.CV2026
BiNar: Bitstream Native Restorer for Bitstream-corrupted Image Restoration
Fangcheng Li, Zhen Yu, Kejun Wu +1
Bitstream-corrupted image restoration (BCIR) aims to reconstruct faithful images from corrupted compressed bitstreams. However, corruption occurs in bitstream-domain may lead to un…
cs.CV2026
ByteAction: Byte-space Action Recognition Foundation Model
Fangcheng Li, Zhen Yu, Kejun Wu +2
Byte-space Action Recognition (BAR) aims to recognize human actions directly from compressed image bitstreams without any pixel decoding. By operating entirely in byte space, BAR i…