Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385800789> ?p ?o ?g. }
- W4385800789 abstract "Video quality assessment (VQA) aims to simulate the human perception of video quality, which is influenced by factors ranging from low-level color and texture details to high-level semantic content. To effectively model these complicated quality-related factors, in this paper, we decompose video into three levels (i.e., patch level, frame level, and clip level), and propose a novel Zoom-VQA architecture to perceive spatio-temporal features at different levels. It integrates three components: patch attention module, frame pyramid alignment, and clip ensemble strategy, respectively for capturing region-of-interest in the spatial dimension, multi-level information at different feature levels, and distortions distributed over the temporal dimension. Owing to the comprehensive design, Zoom-VQA obtains state-of-the-art results on four VQA benchmarks and achieves 2nd place in the NTIRE 2023 VQA challenge. Notably, Zoom-VQA has outperformed the previous best results on two subsets of LSVQ, achieving 0.8860 (+1.0%) and 0.7985 (+1.9%) of SRCC on the respective subsets. Adequate ablation studies further verify the effectiveness of each component. Codes and models are released in https://github.com/k-zha14/Zoom-VQA." @default.
- W4385800789 created "2023-08-15" @default.
- W4385800789 creator A5007519257 @default.
- W4385800789 creator A5021674893 @default.
- W4385800789 creator A5068285146 @default.
- W4385800789 creator A5084697545 @default.
- W4385800789 date "2023-06-01" @default.
- W4385800789 modified "2023-09-30" @default.
- W4385800789 title "Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment" @default.
- W4385800789 cites W1522734439 @default.
- W4385800789 cites W1982471090 @default.
- W4385800789 cites W2048042940 @default.
- W4385800789 cites W2102166818 @default.
- W4385800789 cites W2108598243 @default.
- W4385800789 cites W2131774270 @default.
- W4385800789 cites W2194363988 @default.
- W4385800789 cites W2194775991 @default.
- W4385800789 cites W2611434713 @default.
- W4385800789 cites W2791258091 @default.
- W4385800789 cites W2883429621 @default.
- W4385800789 cites W2914002435 @default.
- W4385800789 cites W2939995367 @default.
- W4385800789 cites W2950154603 @default.
- W4385800789 cites W2963155035 @default.
- W4385800789 cites W2963524571 @default.
- W4385800789 cites W3048388100 @default.
- W4385800789 cites W3090101394 @default.
- W4385800789 cites W3093431261 @default.
- W4385800789 cites W3099047215 @default.
- W4385800789 cites W3100498948 @default.
- W4385800789 cites W3105164497 @default.
- W4385800789 cites W3136416617 @default.
- W4385800789 cites W3138516171 @default.
- W4385800789 cites W3152581407 @default.
- W4385800789 cites W3159397114 @default.
- W4385800789 cites W3169674094 @default.
- W4385800789 cites W3174722860 @default.
- W4385800789 cites W3175517129 @default.
- W4385800789 cites W3176622443 @default.
- W4385800789 cites W3193919962 @default.
- W4385800789 cites W3204971388 @default.
- W4385800789 cites W3207402621 @default.
- W4385800789 cites W3207775714 @default.
- W4385800789 cites W3207918547 @default.
- W4385800789 cites W3210514413 @default.
- W4385800789 cites W4214612132 @default.
- W4385800789 cites W4214614183 @default.
- W4385800789 cites W4224267514 @default.
- W4385800789 cites W4225292576 @default.
- W4385800789 cites W4226014430 @default.
- W4385800789 cites W4226226663 @default.
- W4385800789 cites W4312443924 @default.
- W4385800789 cites W4312560592 @default.
- W4385800789 cites W4385804965 @default.
- W4385800789 doi "https://doi.org/10.1109/cvprw59228.2023.00137" @default.
- W4385800789 hasPublicationYear "2023" @default.
- W4385800789 type Work @default.
- W4385800789 citedByCount "1" @default.
- W4385800789 countsByYear W43858007892023 @default.
- W4385800789 crossrefType "proceedings-article" @default.
- W4385800789 hasAuthorship W4385800789A5007519257 @default.
- W4385800789 hasAuthorship W4385800789A5021674893 @default.
- W4385800789 hasAuthorship W4385800789A5068285146 @default.
- W4385800789 hasAuthorship W4385800789A5084697545 @default.
- W4385800789 hasBestOaLocation W43858007892 @default.
- W4385800789 hasConcept C120665830 @default.
- W4385800789 hasConcept C121332964 @default.
- W4385800789 hasConcept C124913957 @default.
- W4385800789 hasConcept C126042441 @default.
- W4385800789 hasConcept C127413603 @default.
- W4385800789 hasConcept C138885662 @default.
- W4385800789 hasConcept C142575187 @default.
- W4385800789 hasConcept C153180895 @default.
- W4385800789 hasConcept C15336307 @default.
- W4385800789 hasConcept C154945302 @default.
- W4385800789 hasConcept C202444582 @default.
- W4385800789 hasConcept C2776401178 @default.
- W4385800789 hasConcept C2778739407 @default.
- W4385800789 hasConcept C31972630 @default.
- W4385800789 hasConcept C33676613 @default.
- W4385800789 hasConcept C33923547 @default.
- W4385800789 hasConcept C41008148 @default.
- W4385800789 hasConcept C41895202 @default.
- W4385800789 hasConcept C52622490 @default.
- W4385800789 hasConcept C76155785 @default.
- W4385800789 hasConcept C78762247 @default.
- W4385800789 hasConceptScore W4385800789C120665830 @default.
- W4385800789 hasConceptScore W4385800789C121332964 @default.
- W4385800789 hasConceptScore W4385800789C124913957 @default.
- W4385800789 hasConceptScore W4385800789C126042441 @default.
- W4385800789 hasConceptScore W4385800789C127413603 @default.
- W4385800789 hasConceptScore W4385800789C138885662 @default.
- W4385800789 hasConceptScore W4385800789C142575187 @default.
- W4385800789 hasConceptScore W4385800789C153180895 @default.
- W4385800789 hasConceptScore W4385800789C15336307 @default.
- W4385800789 hasConceptScore W4385800789C154945302 @default.
- W4385800789 hasConceptScore W4385800789C202444582 @default.
- W4385800789 hasConceptScore W4385800789C2776401178 @default.
- W4385800789 hasConceptScore W4385800789C2778739407 @default.
- W4385800789 hasConceptScore W4385800789C31972630 @default.