Chuanmin Jia | DeepAI

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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...

0 Chuanmin Jia, et al. ∙

∙ 06/25/2023

SpikeCodec: An End-to-end Learned Compression Framework for Spiking Camera

Recently, the bio-inspired spike camera with continuous motion recording...

0 Kexiang Feng, et al. ∙

∙ 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...

0 Yuefeng Zhang, et al. ∙

∙ 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...

0 Chuanmin Jia, et al. ∙

∙ 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...

0 Qi Zhang, et al. ∙

∙ 09/06/2022

Cross Modal Compression: Towards Human-comprehensible Semantic Compression

Traditional image/video compression aims to reduce the transmission/stor...

0 Jiguo Li, et al. ∙

∙ 06/24/2021

Rate Distortion Characteristic Modeling for Neural Image Compression

End-to-end optimization capability offers neural image compression (NIC)...

0 Chuanmin Jia, et al. ∙

∙ 04/21/2021

Visual Analysis Motivated Rate-Distortion Model for Image Coding

Optimized for pixel fidelity metrics, images compressed by existing imag...

0 Zhimeng Huang, et al. ∙

∙ 03/12/2021

Thousand to One: Semantic Prior Modeling for Conceptual Coding

Conceptual coding has been an emerging research topic recently, which en...

0 Jianhui Chang, et al. ∙

∙ 11/10/2020

Conceptual Compression via Deep Structure and Texture Synthesis

Existing compression methods typically focus on the removal of signal-le...

0 Jianhui Chang, et al. ∙

∙ 04/07/2020

Universal Adversarial Perturbations Generative Network for Speaker Recognition

Attacking deep learning based biometric systems has drawn more and more ...

0 Jiguo Li, et al. ∙

∙ 04/07/2020

Direct Speech-to-image Translation

Direct speech-to-image translation without text is an interesting and us...

0 Jiguo Li, et al. ∙

∙ 04/07/2019

Image and Video Compression with Neural Networks: A Review

In recent years, the image and video coding technologies have advanced b...

0 Siwei Ma, et al. ∙

∙ 04/01/2019

Layered Image Compression using Scalable Auto-encoder

This paper presents a novel convolutional neural network (CNN) based ima...

0 Chuanmin Jia, et al. ∙

∙ 09/25/2017

Spatial-Temporal Residue Network Based In-Loop Filter for Video Coding

Deep learning has demonstrated tremendous break through in the area of i...

0 Chuanmin Jia, et al. ∙

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