Effective Aesthetics Prediction with Multi-level Spatially Pooled Features

2 April 2019

Papers citing "Effective Aesthetics Prediction with Multi-level Spatially Pooled Features"

50 / 57 papers shown

Title
Charm: The Missing Piece in ViT fine-tuning for Image Aesthetic Assessment Fatemeh Behrad Tinne Tuytelaars Johan Wagemans ViT 118 0 0 03 Apr 2025
HumanAesExpert: Advancing a Multi-Modality Foundation Model for Human Image Aesthetic Assessment Zhichao Liao Xiaokun Liu Wenyu Qin Qingyu Li Qiulin Wang Pengfei Wan Di Zhang Long Zeng Pingfa Feng 203 1 0 31 Mar 2025
KVQ: Boosting Video Quality Assessment via Saliency-guided Local Perception Yunpeng Qu Kun Yuan Qizhi Xie Ming-Ting Sun Chao Zhou Jian Wang 169 1 0 13 Mar 2025
Gamma: Toward Generic Image Assessment with Mixture of Assessment Experts Hantao Zhou Rui Yang Longxiang Tang Guanyi Qin Yize Zhang R. Hu Xiu Li 71 0 0 09 Mar 2025
Explaining Automatic Image Assessment Max Lisaius Scott Wehrwein 66 0 0 03 Feb 2025
Facial Attractiveness Prediction in Live Streaming: A New Benchmark and Multi-modal Method Haoyang Li Xiaoyu Ren Hongjiu Yu Huiyu Duan Kai Li Ying Chen Libo Wang Xiongkuo Min Guangtao Zhai Xu Liu CVBM 172 0 0 05 Jan 2025
MobileIQA: Exploiting Mobile-level Diverse Opinion Network For No-Reference Image Quality Assessment Using Knowledge Distillation Zewen Chen Sunhan Xu Yun Zeng Haochen Guo Jian Guo ... Juan Wang Bing Li Weiming Hu Dehua Liu H. Li 65 1 0 02 Sep 2024
Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning Fengyuan Dai Siteng Huang Min Zhang Biao Gong Donglin Wang 75 0 0 30 Aug 2024
QPT V2: Masked Image Modeling Advances Visual Scoring Qizhi Xie Kun Yuan Yunpeng Qu Mingda Wu Ming Sun Chao Zhou Jihong Zhu 88 3 0 23 Jul 2024
Scaling Up Personalized Aesthetic Assessment via Task Vector Customization Jooyeol Yun Jaegul Choo MoMe 68 2 0 09 Jul 2024
AID-AppEAL: Automatic Image Dataset and Algorithm for Content Appeal Enhancement and Assessment Labeling Sherry X. Chen Yaron Vaxman Elad Ben Baruch David Asulin Aviad Moreshet Misha Sra Pradeep Sen 55 0 0 08 Jul 2024
UHD-IQA Benchmark Database: Pushing the Boundaries of Blind Photo Quality Assessment Vlad Hosu Lorenzo Agnolucci Oliver Wiedemann Daisuke Iso Dietmar Saupe 85 9 0 25 Jun 2024
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms Miaosen Zhang Yixuan Wei Zhen Xing Yifei Ma Zuxuan Wu ... Zheng Zhang Qi Dai Chong Luo Xin Geng Baining Guo VLM 86 1 0 13 Jun 2024
UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment Hantao Zhou Longxiang Tang Rui Yang Guanyi Qin Yan Zhang Runze Hu Xiu Li 91 6 0 03 Jun 2024
PanoTree: Autonomous Photo-Spot Explorer in Virtual Reality Scenes Tomohiro Hayase Braun Sacha Hikari Yanagawa Itsuki Orito Yuichi Hiroi 3DPC 68 0 0 27 May 2024
Multi-modal Learnable Queries for Image Aesthetics Assessment Zhiwei Xiong Yunfan Zhang Zhiqi Shen Peiran Ren Han Yu EGVM 70 1 0 02 May 2024
UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark Zhaokun Zhou Qiulin Wang Bin Lin Yiwei Su Ruoxin Chen Xin Tao Amin Zheng Li-xin Yuan Pengfei Wan Di Zhang 62 10 0 15 Apr 2024
AACP: Aesthetics assessment of children's paintings based on self-supervised learning Shiqi Jiang Ning Li Chen Shi Liping Guo Changbo Wang Chenhui Li 59 0 0 12 Mar 2024
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels Haoning Wu Zicheng Zhang Weixia Zhang Chaofeng Chen Liang Liao ... Wenxiu Sun Qiong Yan Xiongkuo Min Guangtao Zhai Weisi Lin 85 163 0 28 Dec 2023
CLiF-VQA: Enhancing Video Quality Assessment by Incorporating High-Level Semantic Information related to Human Feelings Yachun Mi Yu Li Yan Shu Chen Hui Puchao Zhou Shaohui Liu 61 8 0 13 Nov 2023
A Wireless AI-Generated Content (AIGC) Provisioning Framework Empowered by Semantic Communication Runze Cheng Yao Sun Dusit Niyato Lan Zhang Lei Zhang Muhammad Ali Imran 85 12 0 26 Oct 2023
Image Aesthetics Assessment via Learnable Queries Zhiwei Xiong Yunfan Zhang Zhiqi Shen Peiran Ren Han Yu 63 4 0 06 Sep 2023
TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment Chaofeng Chen Jiadi Mo Jingwen Hou Haoning Wu Liang Liao Wenxiu Sun Qiong Yan Weisi Lin 123 134 0 06 Aug 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
ALL-E: Aesthetics-guided Low-light Image Enhancement Ling Li Dong Liang Yuan Gao Sheng-Jun Huang Songcan Chen DiffM 59 10 0 28 Apr 2023
Towards Artistic Image Aesthetics Assessment: a Large-scale Dataset and a New Method Ran Yi Haoyuan Tian Zhihao Gu Yu-kun Lai Paul L. Rosin 87 40 0 27 Mar 2023
VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining Junjie Ke Keren Ye Jiahui Yu Yonghui Wu P. Milanfar Feng Yang VLM 102 61 0 24 Mar 2023
KonX: Cross-Resolution Image Quality Assessment Oliver Wiedemann Vlad Hosu Shaolin Su Dietmar Saupe 102 10 0 12 Dec 2022
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives Haoning Wu Erli Zhang Liang Liao Chaofeng Chen Jingwen Hou Annan Wang Wenxiu Sun Qiong Yan Weisi Lin 87 171 0 09 Nov 2022
Fairness in generative modeling M. Zameshina O. Teytaud F. Teytaud Vlad Hosu N. Carraz Laurent Najman Markus Wagner SyDa 59 2 0 06 Oct 2022
OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality Assessment Mohammadreza Naderi Mohammad H. Givkashi N. Karimi S. Shirani S. Samavi 58 1 0 11 Sep 2022
Image Aesthetics Assessment Using Graph Attention Network Koustav Ghosal A. Smolic 91 5 0 26 Jun 2022
Understanding Aesthetics with Language: A Photo Critique Dataset for Aesthetic Assessment Daniel Vera Nieto Luigi Celona Clara Fernandez-Labrador CoGe 66 11 0 17 Jun 2022
Distilling Knowledge from Object Classification to Aesthetics Assessment Jingwen Hou Henghui Ding Weisi Lin Weide Liu Yuming Fang 97 37 0 02 Jun 2022
Series Photo Selection via Multi-view Graph Learning Jin Huang Lu Zhang Yongshun Gong Jian Zhang Xiushan Nie Yilong Yin 41 4 0 18 Mar 2022
Subjective Functionality and Comfort Prediction for Apartment Floor Plans and Its Application to Intuitive Searches Taro Narahara T. Yamasaki 53 2 0 25 Feb 2022
Composition and Style Attributes Guided Image Aesthetic Assessment Luigi Celona Marco Leonardi Paolo Napoletano A. Rozza CoGe GAN 66 35 0 08 Nov 2021
Considering user agreement in learning to predict the aesthetic quality Suiyi Ling Andréas Pastor Junle Wang P. Le Callet 25 2 0 13 Oct 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 237 690 0 12 Aug 2021
A Hypothesis for the Aesthetic Appreciation in Neural Networks Xu Cheng Xin Eric Wang Haotian Xue Zhe Liang Quanshi Zhang 88 11 0 31 Jul 2021
A Circular-Structured Representation for Visual Emotion Distribution Learning Jingyuan Yang Jie Li Leida Li Xiumei Wang Xinbo Gao 63 30 0 23 Jun 2021
User-Guided Personalized Image Aesthetic Assessment based on Deep Reinforcement Learning Pei Lv Jianqing Fan Xixi Nie Weiming Dong Xiaoheng Jiang Bing Zhou Mingliang Xu Changsheng Xu 64 29 0 14 Jun 2021
Consumer Image Quality Prediction using Recurrent Neural Networks for Spatial Pooling J. Korhonen Yicheng Su Junyong You 437 4 0 02 Jun 2021
Multi-Modal Aesthetic Assessment for MObile Gaming Image Zhenyu Lei Yejing Xie Suiyi Ling Andréas Pastor Junle Wang P. Le Callet 20 6 0 27 Jan 2021
Horizontal-to-Vertical Video Conversion Tun Zhu Daoxin Zhang Yao Hu Tianran Wang Xiaolong Jiang Jianke Zhu Jiawei Li 45 5 0 11 Jan 2021
Multi-pooled Inception features for no-reference image quality assessment D. Varga 50 41 0 10 Nov 2020
EvolGAN: Evolutionary Generative Adversarial Networks Baptiste Roziere F. Teytaud Vlad Hosu Hanhe Lin Jérémy Rapin M. Zameshina O. Teytaud GAN 59 14 0 28 Sep 2020
Critical analysis on the reproducibility of visual quality assessment using deep features Franz Götz-Hahn Vlad Hosu Dietmar Saupe 73 10 0 10 Sep 2020
Image Aesthetics Prediction Using Multiple Patches Preserving the Original Aspect Ratio of Contents Lijie Wang Xueting Wang T. Yamasaki 42 5 0 05 Jul 2020
Comment on "No-Reference Video Quality Assessment Based on the Temporal Pooling of Deep Features" Franz Götz-Hahn Vlad Hosu Dietmar Saupe 29 6 0 09 May 2020