A resource list and performance benchmark for blind video quality assessment (BVQA) models on user-generated content (UGC) datasets. [IEEE TIP'2021] "UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content", Zhengzhong Tu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik
Home Page: https://ieeexplore.ieee.org/document/9405420
License: MIT License
How do you get the framerate information of these videos with .yuv or .mkv format, like that in YouTube_UGC_metadata.csv ?
Hello, can you help upload the YouTube dataset to Baidu Cloud Disk? I met some problems (some videos failed to download) while downloading these videos from the Google cloud platform. Thank you very much!
CoINVQ can not be connected
I saw the pertained ResNet-50/VGG-19 are used as a baseline CNN feature extractor but the results shown in Table V shows that they are very effective. Did you re-train it on other datasets or it just the fixed pertained model from imagenet?Thanks!
Dear Dr. Tu,
Sorry to be a bother.
Thanks for your work in VQA! I am very interested in your work "EPooling". Could you please share me with the codes of your mentioned VQA pooling methods in "A Comparative Evaluation Of Temporal Pooling Methods For Blind Video Quality Assessment" ?
Thank you very much !
Could you please share the 1380 videos you used with H264 format via Baidu Disk ?
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