Distilled pooling transformer encoder for efficient realistic image dehazing
Sign Up to like & getrecommendations! Published in 2024 at "Neural Computing and Applications"
DOI: 10.1007/s00521-024-10930-8
Abstract: This paper proposes a lightweight neural network designed for realistic image dehazing, utilizing a Distilled Pooling Transformer Encoder, named DPTE-Net. Recently, while vision transformers (ViTs) have achieved great success in various vision tasks, their self-attention… read more here.
Keywords: dpte net; distilled pooling; image; realistic image ... See more keywords
Realistic Image Normalization for Multi-Domain Segmentation
Sign Up to like & getrecommendations! Published in 2021 at "Medical image analysis"
DOI: 10.1016/j.media.2021.102191
Abstract: Image normalization is a building block in medical image analysis. Conventional approaches are customarily employed on a per-dataset basis. This strategy, however, prevents the current normalization algorithms from fully exploiting the complex joint information available… read more here.
Keywords: image; multiple datasets; segmentation; realistic image ... See more keywords
AbhAS: A Novel Realistic Image Splicing Forensics Dataset
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Applied Security Research"
DOI: 10.1080/19361610.2020.1811059
Abstract: This paper proposes a realistic image splicing dataset named AbhAS for evaluating various image forensic algorithms. We evaluate the performance of our proposed AbhAS dataset against existing bench... read more here.
Keywords: splicing forensics; image; image splicing; novel realistic ... See more keywords