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 76–100 of 496 papers

Title	Date	Tasks	Status	Hype	Score
Enhancing Quality for VVC Compressed Videos by Jointly Exploiting Spatial Details and Temporal Structure	Jan 28, 2019	Video Compression	CodeCode Available	1	5
Scalable Hybrid Learning Techniques for Scientific Data Compression	Dec 21, 2022	Data CompressionGPU	CodeCode Available	1	5
Explaining Deepfake Detection by Analysing Image Matching	Jul 20, 2022	DeepFake DetectionFace Swapping	CodeCode Available	1	5
Advancing Learned Video Compression with In-loop Frame Prediction	Nov 13, 2022	MS-SSIMPrediction	CodeCode Available	1	5
Neural Video Compression with Context Modulation	May 20, 2025	Video Compression	CodeCode Available	0	5
NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-wise Modeling	Dec 30, 2022	QuantizationVideo Compression	CodeCode Available	0	5
An Interactive Annotation Tool for Perceptual Video Compression	May 8, 2022	Video Compression	CodeCode Available	0	5
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion	Oct 10, 2024	Denoisingparameter-efficient fine-tuning	CodeCode Available	0	5
BVI-CR: A Multi-View Human Dataset for Volumetric Video Compression	Nov 17, 2024	3D ReconstructionData Compression	CodeCode Available	0	5
BVI-AOM: A New Training Dataset for Deep Video Compression Optimization	Aug 6, 2024	Video Compression	CodeCode Available	0	5
MNeRV: A Multilayer Neural Representation for Videos	Jul 10, 2024	Decoderregression	CodeCode Available	0	5
Neural radiance fields in the industrial and robotics domain: applications, research opportunities and use cases	Aug 14, 2023	Collision AvoidanceMotion Estimation	CodeCode Available	0	5
OpenDMC: An Open-Source Library and Performance Evaluation for Deep-learning-based Multi-frame Compression	Oct 27, 2023	BenchmarkingGPU	CodeCode Available	0	5
MCUCoder: Adaptive Bitrate Learned Video Compression for IoT Devices	Nov 29, 2024	MS-SSIMSSIM	CodeCode Available	0	5
MGANet: A Robust Model for Quality Enhancement of Compressed Video	Nov 22, 2018	DecoderVideo Compression	CodeCode Available	0	5
Listening and Seeing Again: Generative Error Correction for Audio-Visual Speech Recognition	Jan 3, 2025	Audio-Visual Speech RecognitionAutomatic Speech Recognition	CodeCode Available	0	5
Light Field Compression by Residual CNN Assisted JPEG	Sep 30, 2020	Depth EstimationSSIM	CodeCode Available	0	5
Lossless compression with state space models using bits back coding	Mar 18, 2021	State Space ModelsTime Series	CodeCode Available	0	5
DeepCache: Principled Cache for Mobile Deep Vision	Dec 1, 2017	Video Compression	CodeCode Available	0	5
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks	Jul 27, 2019	Neural Network CompressionQuantization	CodeCode Available	0	5
Learned Scalable Video Coding For Humans and Machines	Jul 18, 2023	Object Detectionvehicle detection	CodeCode Available	0	5
LCCM-VC: Learned Conditional Coding Modes for Video Compression	Oct 28, 2022	Video Compression	CodeCode Available	0	5
Learning to Compress Videos without Computing Motion	Sep 29, 2020	Motion EstimationMS-SSIM	CodeCode Available	0	5
CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement	Nov 18, 2020	Generative Adversarial NetworkVideo Compression	CodeCode Available	0	5
Immersive Video Compression using Implicit Neural Representations	Feb 2, 2024	Video Compression	CodeCode Available	0	5

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