Ada-DQA: Adaptive Diverse Quality-aware Feature Acquisition for Video Quality Assessment

Author:

Liu Hongbo1ORCID,Wu Mingda2ORCID,Yuan Kun3ORCID,Sun Ming2ORCID,Tang Yansong1ORCID,Zheng Chuanchuan2ORCID,Wen Xing2ORCID,Li Xiu1ORCID

Affiliation:

1. Tsinghua University, Shenzhen, China

2. Kuaishou Technology, Peking, China

3. Kuaishou Technology, Shenzhen, China

Funder

Shenzhen Stable Supporting Program

Shenzhen Key Laboratory of Next Generation Interactive Media Innovative Technology

Shenzhen Science and Technology Project

National Key R&D Program of China

Publisher

ACM

Reference64 articles.

1. Anurag Arnab , Mostafa Dehghani , Georg Heigold , Chen Sun , Mario Lucic , and Cordelia Schmid . 2021. ViViT: A Video Vision Transformer . In ICCV. IEEE , 6816--6826. Anurag Arnab, Mostafa Dehghani, Georg Heigold, Chen Sun, Mario Lucic, and Cordelia Schmid. 2021. ViViT: A Video Vision Transformer. In ICCV. IEEE, 6816--6826.

2. Gedas Bertasius , Heng Wang , and Lorenzo Torresani . 2021 . Is Space-Time Attention All You Need for Video Understanding? . In ICML , Vol. 139 . PMLR, 813--824. Gedas Bertasius, Heng Wang, and Lorenzo Torresani. 2021. Is Space-Time Attention All You Need for Video Understanding?. In ICML, Vol. 139. PMLR, 813--824.

3. João Carreira , Eric Noland , Andras Banki-Horvath , Chloe Hillier , and Andrew Zisserman . 2018. A Short Note about Kinetics-600. CoRR , Vol. abs/ 1808 .01340 ( 2018 ). João Carreira, Eric Noland, Andras Banki-Horvath, Chloe Hillier, and Andrew Zisserman. 2018. A Short Note about Kinetics-600. CoRR, Vol. abs/1808.01340 (2018).

4. Aaron Chadha and Yiannis Andreopoulos . 2021. Deep Perceptual Preprocessing for Video Coding . In CVPR. IEEE , 14852--14861. Aaron Chadha and Yiannis Andreopoulos. 2021. Deep Perceptual Preprocessing for Video Coding. In CVPR. IEEE, 14852--14861.

5. Quadrant of euphoria: a crowdsourcing platform for QoE assessment

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