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Learned Perceptual Image Enhancement

Learned Perceptual Image Enhancement

7 December 2017
Hossein Talebi Esfandarani
P. Milanfar
ArXiv (abs)PDFHTML

Papers citing "Learned Perceptual Image Enhancement"

36 / 36 papers shown
Title
Scene Perceived Image Perceptual Score (SPIPS): combining global and local perception for image quality assessment
Scene Perceived Image Perceptual Score (SPIPS): combining global and local perception for image quality assessment
Zhiqiang Lao
Heather Yu
EGVM
88
0
0
24 Apr 2025
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications
  Achieving High Spectrum Efficiency
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency
Achintha Wijesinghe
Suchinthaka Wanninayaka
Weiwei Wang
Yu-Chieh Chao
Songyang Zhang
Zhi Ding
132
1
0
18 Dec 2024
Beyond Imperfections: A Conditional Inpainting Approach for End-to-End Artifact Removal in VTON and Pose Transfer
Beyond Imperfections: A Conditional Inpainting Approach for End-to-End Artifact Removal in VTON and Pose Transfer
Aref Tabatabaei
Zahra Dehghanian
M. Amirmazlaghani
DiffM
99
0
0
05 Oct 2024
Visual Verity in AI-Generated Imagery: Computational Metrics and
  Human-Centric Analysis
Visual Verity in AI-Generated Imagery: Computational Metrics and Human-Centric Analysis
Memoona Aziz
Umair Rehman
Syed Ali Safi
Amir Zaib Abbasi
EGVM
122
2
0
22 Aug 2024
Global-Local Image Perceptual Score (GLIPS): Evaluating Photorealistic
  Quality of AI-Generated Images
Global-Local Image Perceptual Score (GLIPS): Evaluating Photorealistic Quality of AI-Generated Images
Memoona Aziz
Umair Rehman
Muhammad Umair Danish
Katarina Grolinger
EGVM
72
6
0
15 May 2024
NVS-Adapter: Plug-and-Play Novel View Synthesis from a Single Image
NVS-Adapter: Plug-and-Play Novel View Synthesis from a Single Image
Yoonwoo Jeong
Jinwoo Lee
Chiheon Kim
Minsu Cho
Doyup Lee
59
4
0
12 Dec 2023
Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High
  Spectrum Efficiency
Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High Spectrum Efficiency
Achintha Wijesinghe
Songyang Zhang
Suchinthaka Wanninayaka
Weiwei Wang
Zhi Ding
DiffM
72
3
0
13 Nov 2023
Capturing Co-existing Distortions in User-Generated Content for
  No-reference Video Quality Assessment
Capturing Co-existing Distortions in User-Generated Content for No-reference Video Quality Assessment
Kun Yuan
Zishang Kong
Chuanchuan Zheng
Ming-Ting Sun
Xingsen Wen
ViT
81
14
0
31 Jul 2023
CLIP Brings Better Features to Visual Aesthetics Learners
CLIP Brings Better Features to Visual Aesthetics Learners
Liwu Xu
Jinjin Xu
Yuzhe Yang
Yi-Jie Huang
Yanchun Xie
Yaqian Li
VLM
73
3
0
28 Jul 2023
AdAM: Few-Shot Image Generation via Adaptation-Aware Kernel Modulation
AdAM: Few-Shot Image Generation via Adaptation-Aware Kernel Modulation
Yunqing Zhao
Keshigeyan Chandrasegaran
Abdollahzadeh Milad
Chao Du
Tianyu Pang
Ruoteng Li
Henghui Ding
Ngai-Man Cheung
69
0
0
04 Jul 2023
Efficient Storage of Fine-Tuned Models via Low-Rank Approximation of
  Weight Residuals
Efficient Storage of Fine-Tuned Models via Low-Rank Approximation of Weight Residuals
Simo Ryu
S. Seo
Jaejun Yoo
87
8
0
28 May 2023
Few-shot Image Generation via Adaptation-Aware Kernel Modulation
Few-shot Image Generation via Adaptation-Aware Kernel Modulation
Yunqing Zhao
Keshigeyan Chandrasegaran
Milad Abdollahzadeh
Ngai-Man Cheung
124
46
0
29 Oct 2022
The Loop Game: Quality Assessment and Optimization for Low-Light Image Enhancement
The Loop Game: Quality Assessment and Optimization for Low-Light Image Enhancement
Danni Huang
Lingyu Zhu
Hanwei Zhu
Wenhan Yang
Fangbo Lu
Baoliang Chen
90
2
0
20 Feb 2022
A study of deep perceptual metrics for image quality assessment
A study of deep perceptual metrics for image quality assessment
Rémi Kazmierczak
Gianni Franchi
Nacim Belkhir
Antoine Manzanera
David Filliat
22
3
0
17 Feb 2022
Learning Similarity Metrics for Volumetric Simulations with Multiscale
  CNNs
Learning Similarity Metrics for Volumetric Simulations with Multiscale CNNs
Georg Kohl
Li-Wei Chen
Nils Thuerey
37
0
0
08 Feb 2022
Solving Image PDEs with a Shallow Network
Solving Image PDEs with a Shallow Network
Pascal Getreuer
P. Milanfar
Xiyang Luo
73
1
0
15 Oct 2021
Progressive Joint Low-light Enhancement and Noise Removal for Raw Images
Progressive Joint Low-light Enhancement and Noise Removal for Raw Images
Yucheng Lu
Seung‐Won Jung
96
32
0
28 Jun 2021
Exponentiated Gradient Reweighting for Robust Training Under Label Noise
  and Beyond
Exponentiated Gradient Reweighting for Robust Training Under Label Noise and Beyond
Negin Majidi
Ehsan Amid
Hossein Talebi
Manfred K. Warmuth
NoLa
54
19
0
03 Apr 2021
Projected Distribution Loss for Image Enhancement
Projected Distribution Loss for Image Enhancement
M. Delbracio
Hossein Talebi
P. Milanfar
SupR
84
37
0
16 Dec 2020
NICER: Aesthetic Image Enhancement with Humans in the Loop
NICER: Aesthetic Image Enhancement with Humans in the Loop
Michael Fischer
Konstantin Kobs
Andreas Hotho
48
8
0
03 Dec 2020
Rank-smoothed Pairwise Learning In Perceptual Quality Assessment
Rank-smoothed Pairwise Learning In Perceptual Quality Assessment
Hossein Talebi
Ehsan Amid
P. Milanfar
Manfred K. Warmuth
67
5
0
21 Nov 2020
Learning to Maximize Speech Quality Directly Using MOS Prediction for
  Neural Text-to-Speech
Learning to Maximize Speech Quality Directly Using MOS Prediction for Neural Text-to-Speech
Yeunju Choi
Youngmoon Jung
Youngjoo Suh
Hoirin Kim
123
6
0
02 Nov 2020
Image Classification in the Dark using Quanta Image Sensors
Image Classification in the Dark using Quanta Image Sensors
Abhiram Gnanasambandam
Stanley H. Chan
VLM
65
36
0
03 Jun 2020
Modeling and Enhancing Low-quality Retinal Fundus Images
Modeling and Enhancing Low-quality Retinal Fundus Images
Ziyi Shen
Huazhu Fu
Jianbing Shen
Ling Shao
MedIm
47
7
0
12 May 2020
Super-Resolving Commercial Satellite Imagery Using Realistic Training
  Data
Super-Resolving Commercial Satellite Imagery Using Realistic Training Data
Xiang Zhu
Hossein Talebi
Xinwei Shi
Feng Yang
P. Milanfar
SupR
42
16
0
26 Feb 2020
Learning Similarity Metrics for Numerical Simulations
Learning Similarity Metrics for Numerical Simulations
Georg Kohl
Kiwon Um
Nils Thuerey
68
13
0
18 Feb 2020
Better Compression with Deep Pre-Editing
Better Compression with Deep Pre-Editing
Hossein Talebi
D. Kelly
Xiyang Luo
Ignacio Garcia Dorado
Feng Yang
P. Milanfar
Michael Elad
97
24
0
01 Feb 2020
Learning to Model Aspects of Hearing Perception Using Neural Loss
  Functions
Learning to Model Aspects of Hearing Perception Using Neural Loss Functions
Prateek Verma
J. Berger
AAML
31
3
0
11 Dec 2019
Unsupervised Deep Contrast Enhancement with Power Constraint for OLED
  Displays
Unsupervised Deep Contrast Enhancement with Power Constraint for OLED Displays
Y. Shin
Seung Park
Yoon-Jae Yeo
Min-Jae Yoo
Sung-Jea Ko
36
22
0
15 May 2019
Learning Digital Camera Pipeline for Extreme Low-Light Imaging
Learning Digital Camera Pipeline for Extreme Low-Light Imaging
Syed Waqas Zamir
Aditya Arora
Salman Khan
Fahad Shahbaz Khan
Ling Shao
79
33
0
11 Apr 2019
Automated Deep Photo Style Transfer
Automated Deep Photo Style Transfer
Sebastian Penhouët
Paul Sanzenbacher
46
14
0
12 Jan 2019
A Gated Peripheral-Foveal Convolutional Neural Network for Unified Image Aesthetic Prediction
Xiaodan Zhang
Xinbo Gao
Wen Lu
Lihuo He
44
94
0
19 Dec 2018
Referenceless Performance Evaluation of Audio Source Separation using
  Deep Neural Networks
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks
Emad M. Grais
H. Wierstorf
D. Ward
R. Mason
Mark D. Plumbley
25
5
0
01 Nov 2018
Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model
  based on BLSTM
Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM
Szu-Wei Fu
Yu Tsao
Hsin-Te Hwang
H. Wang
83
165
0
16 Aug 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Richard Y. Zhang
Phillip Isola
Alexei A. Efros
Eli Shechtman
Oliver Wang
EGVM
426
11,979
0
11 Jan 2018
NIMA: Neural Image Assessment
NIMA: Neural Image Assessment
Hossein Talebi
P. Milanfar
3DH
115
913
0
15 Sep 2017
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