Learned Perceptual Image Enhancement

7 December 2017

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 Zhiqiang Lao Heather Yu EGVM 88 0 0 24 Apr 2025
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 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 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 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 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 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 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 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 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 Simo Ryu S. Seo Jaejun Yoo 87 8 0 28 May 2023
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 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 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 Georg Kohl Li-Wei Chen Nils Thuerey 37 0 0 08 Feb 2022
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 Yucheng Lu Seung‐Won Jung 96 32 0 28 Jun 2021
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 M. Delbracio Hossein Talebi P. Milanfar SupR 84 37 0 16 Dec 2020
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 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 Yeunju Choi Youngmoon Jung Youngjoo Suh Hoirin Kim 123 6 0 02 Nov 2020
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 Ziyi Shen Huazhu Fu Jianbing Shen Ling Shao MedIm 47 7 0 12 May 2020
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 Georg Kohl Kiwon Um Nils Thuerey 68 13 0 18 Feb 2020
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 Prateek Verma J. Berger AAML 31 3 0 11 Dec 2019
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 Syed Waqas Zamir Aditya Arora Salman Khan Fahad Shahbaz Khan Ling Shao 79 33 0 11 Apr 2019
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 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 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 Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 426 11,979 0 11 Jan 2018
NIMA: Neural Image Assessment Hossein Talebi P. Milanfar 3DH 115 913 0 15 Sep 2017