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09/14/2023
MPAI-EEV: Standardization Efforts of Artificial Intelligence based End-to-End Video Coding
The rapid advancement of artificial intelligence (AI) technology has led...
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06/25/2023
SpikeCodec: An End-to-end Learned Compression Framework for Spiking Camera
Recently, the bio-inspired spike camera with continuous motion recording...
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04/14/2023
Machine Perception-Driven Image Compression: A Layered Generative Approach
In this age of information, images are a critical medium for storing and...
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01/15/2023
Learning to Compress Unmanned Aerial Vehicle (UAV) Captured Video: Benchmark and Analysis
During the past decade, the Unmanned-Aerial-Vehicles (UAVs) have attract...
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11/13/2022
SMR: Satisfied Machine Ratio Modeling for Machine Recognition-Oriented Image and Video Compression
Tons of images and videos are fed into machines for visual recognition a...
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09/06/2022
Cross Modal Compression: Towards Human-comprehensible Semantic Compression
Traditional image/video compression aims to reduce the transmission/stor...
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06/24/2021
Rate Distortion Characteristic Modeling for Neural Image Compression
End-to-end optimization capability offers neural image compression (NIC)...
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04/21/2021
Visual Analysis Motivated Rate-Distortion Model for Image Coding
Optimized for pixel fidelity metrics, images compressed by existing imag...
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03/12/2021
Thousand to One: Semantic Prior Modeling for Conceptual Coding
Conceptual coding has been an emerging research topic recently, which en...
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11/10/2020
Conceptual Compression via Deep Structure and Texture Synthesis
Existing compression methods typically focus on the removal of signal-le...
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04/07/2020
Universal Adversarial Perturbations Generative Network for Speaker Recognition
Attacking deep learning based biometric systems has drawn more and more ...
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04/07/2020
Direct Speech-to-image Translation
Direct speech-to-image translation without text is an interesting and us...
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04/07/2019
Image and Video Compression with Neural Networks: A Review
In recent years, the image and video coding technologies have advanced b...
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04/01/2019
Layered Image Compression using Scalable Auto-encoder
This paper presents a novel convolutional neural network (CNN) based ima...
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09/25/2017