FocusCLIP: Focusing on Anomaly Regions by Visual-Text Discrepancies
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2024.3524784
Abstract: Few-shot anomaly detection aims to detect defects with only a limited number of normal samples for training. Recent few-shot methods typically focus on object-level features rather than subtle defects within objects, as pretrained models are… read more here.
Keywords: anomaly regions; guided branch; focusclip; visual text ... See more keywords
Focal Visual-Text Attention for Memex Question Answering
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2018.2890628
Abstract: Recent insights on language and vision with neural networks have been successfully applied to simple single-image visual question answering. However, to tackle real-life question answering problems on multimedia collections such as personal photo albums, we… read more here.
Keywords: focal visual; question; grounding photos; visual text ... See more keywords
Visual Text Analysis in Digital Humanities
Sign Up to like & getrecommendations! Published in 2017 at "Computer Graphics Forum"
DOI: 10.1111/cgf.12873
Abstract: In 2005, Franco Moretti introduced Distant Reading to analyse entire literary text collections. This was a rather revolutionary idea compared to the traditional Close Reading, which focuses on the thorough interpretation of an individual work.… read more here.
Keywords: visual text; analysis; digital humanities; distant reading ... See more keywords