resources

a summary of source code and databases for the works that I have contributed to.


source code

   
video coding algorithms  
   
ViSTRA [TCSVT2018/SPIC2021] video compression based on spatial resolution and effective bit depth adaptation
CNN-PP [MM2020] video compression with CNN-based post processing
MFRNet [JSTSP2020] a new CNN architecture for post-processing and in-loop filtering
CVE-GAN [SPIC2024] a perceptually-inspired GAN for compressed video enhancement
HiNeRV [NeurIPS2023] video compression with hierarchical encoding-based neural representation
MV-HiNeRV [PCS2024] Immersive Video Compression using Implicit Neural Representations
NVRC [NeurIPS2024] Neural Video Representation Compression
PNVC [AAAI2025] a practical INR-based video compression
GIViC [ICCV2025] generative implicit video compression
   
quality models  
   
FRQM [ICIP2017] a frame rate dependent video quality metric
PVM [TCSVT2015] a perception-based video metric
FloLPIPS [PCS2022] A Bespoke Video Quality Metric for Frame Interpoation
RankDVQA [WACV2024] Deep VQA based on a Novel Hybrid Training Methodology
RMT-BVQA [ECCVW2024] RMT-based Blind VQA for Enhanced Video Content
MVAD [WACV2025] A Multiple Visual Artifact Detector for Video Streaming
   
misc.  
   
ST-MFNet [CVPR2022] Spatio-Temporal Multi-Flow Network for Video Frame Interpolation
Deformable VFI [ICIP2022] a new deformable convolution based VFI method
ST-MFNet Mini [ICIP2023] the compact model of ST-MFNet
LDMVFI [AAAI2024] Video Frame Interpolation with Latent Diffusion Models
MTKD [ECCV2024] Multi-Teacher Knowledge Distillation for Image Super-Resolution
HIIF [CVPR2025] Hierarchical Encoding based Implicit Image Function for CSR
BVSR-IK [ICCV2025] Blind Video Super-Resolution based on Implicit Kernels
FCVSR [TMM2026] A frequency-aware Method for Compressed Video Super-Resolution
EfficientSAM3 [arXiv] Progressive Hierachical Knowledge Distillation (PhD) from SAM1, 2 and 3
   

databases

   
BVI-Texture [ICIP2015] a video texture database for perceptual compression and quality assessment
BVI-HD [TMM2018] a perceptual video quality database for HEVC and texture synthesis compressed content
BVI-HFR [TMM2018] a high frame rate video database
BVI-SR [ICIP2018] a study of subjective video quality at various spatial resolutions
BVI-DVC [TMM2021] a training database for deep video compression
BVI-CC [FSP2022] a video database for codec comparison and quality assessment
BVI-VFI [TIP2023] a subjective quality study for video frame interpolation
BVI-UGC [arXiv2024] A Video Quality Database for User-Generated Content Transcoding
BVI-Artefact [PCS2024] An Artefact Detection Benchmark Dataset for Streamed Videos
BVI-AOM [VCIP2024] A Training Database for Video Compression Research
BVI-CR [ISCAS2025] A Multi-View Human Dataset for Volumetric Video Compression
ViVo [arXiv2025] A Dataset for Volumetric VideoReconstruction and Compression