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Video Compression

Video Compression is a process of reducing the size of an image or video file by exploiting spatial and temporal redundancies within an image or video frame and across multiple video frames. The ultimate goal of a successful Video Compression system is to reduce data volume while retaining the perceptual quality of the decompressed data.

Source: Adversarial Video Compression Guided by Soft Edge Detection

Papers

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Showing 1–25 of 496 papers

TitleStatusHype
Tora: Trajectory-oriented Diffusion Transformer for Video GenerationCode5
Video Seal: Open and Efficient Video WatermarkingCode4
Language Model Beats Diffusion -- Tokenizer is Key to Visual GenerationCode4
Image and Video Tokenization with Binary Spherical QuantizationCode3
Video Compression for Spatiotemporal Earth System DataCode2
Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language ModelsCode2
Promptus: Can Prompts Streaming Replace Video Streaming with Stable DiffusionCode2
Extreme Video Compression with Pre-trained Diffusion ModelsCode2
Sandwiched Compression: Repurposing Standard Codecs with Neural Network WrappersCode2
ColorVideoVDP: A visual difference predictor for image, video and display distortionsCode2
BiECVC: Gated Diversification of Bidirectional Contexts for Learned Video CompressionCode1
Rethinking Video Tokenization: A Conditioned Diffusion-based ApproachCode1
High Dynamic Range Video Compression: A Large-Scale Benchmark Dataset and A Learned Bit-depth Scalable Compression AlgorithmCode1
ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video UnderstandingCode1
ECVC: Exploiting Non-Local Correlations in Multiple Frames for Contextual Video CompressionCode1
High-Efficiency Neural Video Compression via Hierarchical Predictive LearningCode1
AIM 2024 Challenge on Video Saliency Prediction: Methods and ResultsCode1
AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and ResultsCode1
ReLaX-VQA: Residual Fragment and Layer Stack Extraction for Enhancing Video Quality AssessmentCode1
Bidirectional Stereo Image Compression with Cross-Dimensional Entropy ModelCode1
SMC++: Masked Learning of Unsupervised Video Semantic CompressionCode1
I^2VC: A Unified Framework for Intra- & Inter-frame Video CompressionCode1
Parameter-Efficient Instance-Adaptive Neural Video CompressionCode1
VQ-NeRV: A Vector Quantized Neural Representation for VideosCode1
Image Coding for Machines with Edge Information Learning Using Segment AnythingCode1
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