Deep Perceptual Preprocessing for Video Coding
Aaron Chadha, Yiannis Andreopoulos
2021Year
6Top-tier citations
Abstract
Frame segments of encoder vs. DPP+encoder at the same bitrate. Right: Bjontegaard delta-rate vs. runtime (in multiples of x264 slow preset runtime on CPU) for codec only (red) and DPP+codec (green). More negative BD-rates correspond to higher average bitrate savings for the same visual quality.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Cited by top-tier papers6
- Ada-DQA: Adaptive Diverse Quality-aware Feature Acquisition for Video Quality AssessmentHongbo Liu, Mingda Wu, Kun Yuan, Ming Sun et al.ACM MM 2023 · 18 citations
- Capturing Co-existing Distortions in User-Generated Content for No-reference Video Quality AssessmentKun Yuan, Zishang Kong, Chuanchuan Zheng, Ming Sun et al.ACM MM 2023 · 15 citations
- Another Way to the Top: Exploit Contextual Clustering in Learned Image CodingYichi Zhang, Zhihao Duan, Ming Lu, Dandan Ding et al.AAAI 2024 · 13 citations
- Domain-Specific Fusion Of Objective Video Quality MetricsAaron Chadha, Ioannis Katsavounidis, Ayan Kumar Bhunia, Cosmin Stejerean et al.ACM MM 2022 · 1 citation
- KVQ: Boosting Video Quality Assessment via Saliency-guided Local PerceptionYunpeng Qu, Kun Yuan, Qizhi Xie, Ming Sun et al.CVPR 2025
Builds on4
- Variable Rate Deep Image Compression With a Conditional AutoencoderYoojin Choi, Mostafa El-Khamy, Jungwon LeeICCV 2019 · 265 citations
- Learned Video CompressionOren Rippel, Sanjay Nair, Carissa Lew, Steve Branson et al.ICCV 2019 · 258 citations
- Video Compression With Rate-Distortion AutoencodersAmirHossein Habibian, Ties van Rozendaal, Jakub M. Tomczak, Taco CohenICCV 2019 · 233 citations
- Neural Inter-Frame Compression for Video CodingAbdelaziz Djelouah, Joaquim Campos, Simone Schaub-Meyer, Christopher SchroersICCV 2019 · 207 citations
Related papers
- PDStream: Slashing Long- Tail Delay in Interactive Video Streaming via Pseudo-Dual StreamingXuedou Xiao, Yingying Zuo, Mingxuan Yan, Kezhong Liu et al.INFOCOM 2025 · 1 citation
- ACE: Sending Burstiness Control for High-Quality Real-time CommunicationXiangjie Huang, Jiayang Xu, Haiping Wang, Hebin Yu et al.SIGCOMM 2025 · 8 citations
- Extending Neural P-frame Codecs for B-frame CodingReza Pourreza, Taco CohenICCV 2021 · 52 citations
- Instant Gaussian Stream: Fast and Generalizable Streaming of Dynamic Scene Reconstruction via Gaussian SplattingJinbo Yan, Rui Peng, Zhiyan Wang, Luyang Tang et al.CVPR 2025
- Reparo: QoE-Aware Live Video Streaming in Low-Rate Networks by Intelligent Frame RecoveryFulin Wang, Qing Li, Wanxin Shi, Gareth Tyson et al.ACM MM 2023 · 10 citations
