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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 201–250 of 496 papers

TitleStatusHype
Combining Frame and GOP Embeddings for Neural Video Representation—0
MaskCRT: Masked Conditional Residual Transformer for Learned Video Compression—0
Comparative Study of Hardware and Software Power Measurements in Video CompressionCode0
A Computationally Efficient Neural Video Compression Accelerator Based on a Sparse CNN-Transformer Hybrid Network—0
Geometry-Corrected Geodesic Motion Modeling with Per-Frame Camera Motion for 360-Degree Video CompressionCode0
Deep Hierarchical Video Compression—0
Accelerating Learnt Video Codecs with Gradient Decay and Layer-wise Distillation—0
C3: High-performance and low-complexity neural compression from a single image or video—0
Bitstream Organization for Parallel Entropy Coding on Neural Network-based Video Codecs—0
Deep Learning-Based Real-Time Quality Control of Standard Video Compression for Live Streaming—0
Blurry Video Compression: A Trade-off between Visual Enhancement and Data Compression—0
OpenDMC: An Open-Source Library and Performance Evaluation for Deep-learning-based Multi-frame CompressionCode0
Video Quality Assessment and Coding Complexity of the Versatile Video Coding Standard—0
Multiscale Motion-Aware and Spatial-Temporal-Channel Contextual Coding Network for Learned Video Compression—0
Effortless Cross-Platform Video Codec: A Codebook-Based Method—0
High Visual-Fidelity Learned Video Compression—0
MobileNVC: Real-time 1080p Neural Video Compression on a Mobile Device—0
Quantum Block-Matching Algorithm using Dissimilarity Measure—0
IBVC: Interpolation-driven B-frame Video CompressionCode0
Spatial-Temporal Transformer based Video Compression Framework—0
Context-Aware Neural Video Compression on Solar Dynamics Observatory—0
Designs and Implementations in Neural Network-based Video Coding—0
PacketGame: Multi-Stream Packet Gating for Concurrent Video Inference at ScaleCode0
Deep Video Codec Control for Vision Models—0
Neural Video Compression with Temporal Layer-Adaptive Hierarchical B-frame Coding—0
LSCD: A Large-Scale Screen Content Dataset for Video Compression—0
Neural radiance fields in the industrial and robotics domain: applications, research opportunities and use casesCode0
Self-Supervised Graph Transformer for Deepfake Detection—0
Conditional Residual Coding: A Remedy for Bottleneck Problems in Conditional Inter Frame Coding—0
Learn to Compress (LtC): Efficient Learning-based Streaming Video Analytics—0
Learned Scalable Video Coding For Humans and MachinesCode0
Spatially-Adaptive Learning-Based Image Compression with Hierarchical Multi-Scale Latent Spaces—0
Offline and Online Optical Flow Enhancement for Deep Video Compression—0
Predictive Coding For Animation-Based Video CompressionCode0
Color Learning for Image Compression—0
Video Compression with Arbitrary Rescaling Network—0
VVC Extension Scheme for Object Detection Using Contrast Reduction—0
On the Choice of Perception Loss Function for Learned Video Compression—0
Learned Wavelet Video Coding using Motion Compensated Temporal Filtering—0
SR+Codec: a Benchmark of Super-Resolution for Video Compression Bitrate ReductionCode0
Expanding Synthetic Real-World Degradations for Blind Video Super Resolution—0
DNeRV: Modeling Inherent Dynamics via Difference Neural Representation for Videos—0
One Transform To Compute Them All: Efficient Fusion-Based Full-Reference Video Quality Assessment—0
Hierarchical B-frame Video Coding Using Two-Layer CANF without Motion Coding—0
NetFlick: Adversarial Flickering Attacks on Deep Learning Based Video Compression—0
Accuracy Improvement of Object Detection in VVC Coded Video Using YOLO-v7 Features—0
Towards Scalable Neural Representation for Diverse Videos—0
Lightweight Hybrid Video Compression Framework Using Reference-Guided Restoration Network—0
Sandwiched Video Compression: Efficiently Extending the Reach of Standard Codecs with Neural Wrappers—0
Toward Super-Resolution for Appearance-Based Gaze Estimation—0
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