- Term project for ANN course in 2020-2
- Project topic: Fast mode decision method for Versatile Video Coding (VVC) using Convolution Neural Network (CNN)
| Title | Published | Year | Standard | Tags |
|---|---|---|---|---|
| Complexity Analysis of Next-generation VVC Encoding and Decoding | arXiv | 2020 | VVC | Survey | Overview |
| Intra mode prediction for H.266/FVC video coding based on convolutional neural network | Journal of Visual Communication and Image Representation | 2020 | VVC | DL, Intra |
| Machine Learning Based Video Coding Optimizations: A Survey | Information Sciences (Elsevier) | 2020 | HEVC | VVC | Survey | Overview |
| Rate-Distortion and Complexity Comparison of HEVC and VVC Video Encoders | Latin American Symposium on Circuits & Systems | 2020 | HEVC | VVC | Survey | Overview |
| Analytic Simplification of Neural Network Based Intra-Prediction Modes For Video Compression | IEEE International Conference on Multimedia & Expo Workshops (ICMEW) | 2020 | HEVC | DL, Intra, Mode Decision |
| Convolutional Neural Network-Based Coefficients Prediction for HEVC Intra-Predicted Residues | Data Compression Conference | 2020 | HEVC | DL, Intra, Mode Decision |
| Learned Fast HEVC Intra Coding | IEEE Transactions on Image Processing | 2020 | HEVC | DL, Intra, Mode Decision |
| Perceptual Adaptive Quantization Parameter Selection Using Deep Convolutional Features for HEVC Encoder | IEEE Access 8 | 2020 | HEVC | DL, Intra, Mode Decision |
| Enhanced Intra Prediction for Video Coding by Using Multiple Neural Networks | IEEE Transactions on Multimidea | 2020 | DL, Intra, Mode Decision | |
| Video intra prediction using convolutional encoder decoder network | Neurocomputing 394 | 2020 | DL, Intra | |
| Fast Partitioning Decision Strategies for the Upcoming Versatile Video Coding (VVC) Standard | ICIP | 2019 | VVC | Block Partitioning |
| Fast CTU Partition Decision Algorithm for VVC Intra and Inter Coding | IEEE Asia Pacific Conference on Circuits and Systems | 2019 | VVC | Block Partitioning, Inter | Intra |
| Generalized binary splits_A versatile partitioning scheme for block-based hybrid video coding | PCS | 2019 | VVC | Block Partitioning |
| Image and video compression with neural networks: A review | TCSVT | 2019 | HEVC | Survey | Overview |
| Reinforcement learning based coding unit early termination algorithm for high efficiency video coding | Journal of Visual Communication and Image Representation 60 | 2019 | HEVC | DL, Mode Decision |
| Fast QTBT Partitioning Decision for Interframe Coding with Convolution Neural Network | ICIP | 2018 | VVC | Block Partitioning, DL, Inter |
| Fast QTBT Partition Algorithm for Intra Frame | IEEE Access 6 | 2018 | VVC | Block Partitioning, Intra |
| Fast CU Depth Decision for HEVC using Neural Networks | TCSVT | 2018 | HEVC | Block Partitioning, DL, Inter | Intra |
| Reducing complexity of HEVC: A deep learning approach | IEEE Transactions on Image Processing | 2018 | HEVC | Survey | Overview |
| CNN oriented fast HEVC intra CU mode decision | IEEE International Symposium on Circuits and Systems | 2016 | HEVC | DL, Intra, Mode Decision |
| CU Partition Mode Decision for HEVC Hardwired Intra Encoder Using Convolutoin Neural Network | IEEE Transactions on Image Processing | 2016 | HEVC | DL, Intra, Mode Decision |
| An Efficient Fast Mode Decision Method for Inter Prediction in HEVC | TCSVT | 2015 | HEVC | Inter, Conventional |
| Adaptive inter-mode decision for HEVC jointly utilizing inter-level and spatio-temporal correlations | TCSVT | 2014 | HEVC | Inter, Conventional |
| Adaptive inter-mode decision for HEVC jointly utilizing inter-level and spatio-temporal correlations | TCSVT | 2014 | HEVC | Inter, Mode Decision |
| A Novel Fast CU Encoding Scheme Based on Spatiotemporal Encoding Parameters for HEVC Inter Coding | TCSVT | 2014 | HEVC | Inter, Conventional |
| Efficient Mode Decision Schemes for HEVC Inter Prediction | TCSVT | 2014 | HEVC | Inter, Conventional |
| Overview of the High Efficiency Video Coding (HEVC) Standard | TCSVT | 2012 | HEVC | Survey | Overview |
| Comparison of the Coding Efficiency of Video Coding Standards--Including High Efficiency Video Coding (HEVC) | TCSVT | 2012 | HEVC | Survey | Overview |
| HEVC Complexity and Implementation Analysis | TCSVT | 2012 | HEVC | Survey | Overview |
| Block Partitioning Structure in the HEVC Standard | TCSVT | 2012 | HEVC | Survey | Overview |