Li-Heng Chen | DeepAI

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Featured Co-authors

Chao Chen
123 publications
Zhi Li
60 publications
Alan C. Bovik
46 publications
Yilin Wang
38 publications
Balu Adsumilli
24 publications
Neil Birkbeck
17 publications
Zhengzhong Tu
16 publications
Christos G. Bampis
10 publications
Lukas Krasula
7 publications
Andrey Norkin
5 publications
Chia-Ju Chen
3 publications

∙ 04/26/2022

Estimating the Resize Parameter in End-to-end Learned Image Compression

We describe a search-free resizing framework that can further improve th...

2 Li-Heng Chen, et al. ∙

∙ 05/20/2021

Convolutional Block Design for Learned Fractional Downsampling

The layers of convolutional neural networks (CNNs) can be used to alter ...

0 Li-Heng Chen, et al. ∙

∙ 01/30/2021

Regression or Classification? New Methods to Evaluate No-Reference Picture and Video Quality Models

Video and image quality assessment has long been projected as a regressi...

0 Zhengzhong Tu, et al. ∙

∙ 07/03/2020

Perceptually Optimizing Deep Image Compression

Mean squared error (MSE) and ℓ_p norms have largely dominated the measur...

1 Li-Heng Chen, et al. ∙

∙ 02/25/2020

A Comparative Evaluation of Temporal Pooling Methods for Blind Video Quality Assessment

Many objective video quality assessment (VQA) algorithms include a key s...

0 Zhengzhong Tu, et al. ∙

∙ 10/19/2019

ProxIQA: A Proxy Approach to Perceptual Optimization of Learned Image Compression

The use of ℓ_p(p=1,2) norms has largely dominated the measurement of los...

11 Li-Heng Chen, et al. ∙

∙ 10/19/2019

Facial Emotion Recognition Using Deep Learning

We aim to construct a system that captures real-world facial images thro...

0 Ching-Da Wu, et al. ∙

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