Towards Artistic Image Aesthetics Assessment: a Large-scale Dataset and a New Method

27 March 2023

Papers citing "Towards Artistic Image Aesthetics Assessment: a Large-scale Dataset and a New Method"

21 / 21 papers shown

Title
OmniStyle: Filtering High Quality Style Transfer Data at Scale Ye Wang Ruiqi Liu Jiang Lin Fei Liu Zili Yi Yilin Wang Rui Ma 19 0 0 20 May 2025
LAPIS: A novel dataset for personalized image aesthetic assessment Anne-Sofie Maerten Li-Wei Chen Stefanie De Winter Christophe Bossens Johan Wagemans 23 0 0 10 Apr 2025
Charm: The Missing Piece in ViT fine-tuning for Image Aesthetic Assessment Fatemeh Behrad Tinne Tuytelaars Johan Wagemans ViT 47 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 62 0 0 31 Mar 2025
Language-Guided Visual Perception Disentanglement for Image Quality Assessment and Conditional Image Generation Zhichao Yang Leida Li Pengfei Chen Jinjian Wu Giuseppe Valenzise 73 0 0 04 Mar 2025
On the Role of Individual Differences in Current Approaches to Computational Image Aesthetics Li-Wei Chen Ombretta Strafforello Anne-Sofie Maerten Tinne Tuytelaars Johan Wagemans 62 0 0 27 Feb 2025
Omnidirectional Image Quality Captioning: A Large-scale Database and A New Model Jiebin Yan Ziwen Tan Yuming Fang Junjie Chen Wenhui Jiang Zhou Wang 179 2 0 24 Feb 2025
Subjective and Objective Quality Assessment of Non-Uniformly Distorted Omnidirectional Images Jiebin Yan Jiale Rao Xuelin Liu Yuming Fang Yifan Zuo Weide Liu 35 3 0 20 Jan 2025
Is Your Image a Good Storyteller? Xiujie Song Xiaoyi Pang Haifeng Tang Mengyue Wu Kenny Q. Zhu 50 0 0 29 Dec 2024
Dialogue with the Machine and Dialogue with the Art World: Evaluating Generative AI for Culturally-Situated Creativity Rida Qadri Piotr Mirowski Aroussiak Gabriellan Farbod Mehr Huma Gupta Pamela Karimi Remi Denton 85 0 0 18 Dec 2024
BackFlip: The Impact of Local and Global Data Augmentations on Artistic Image Aesthetic Assessment Ombretta Strafforello Gonzalo Muradás Odriozola Fatemeh Behrad Li-Wei Chen Anne-Sofie Maerten Derya Soydaner Johan Wagemans 31 3 0 26 Aug 2024
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives Lia Morra A. Santangelo Pietro Basci Luca Piano Fabio Garcea Fabrizio Lamberti Massimo Leone 49 1 0 03 Jul 2024
From Pixels to Prose: A Large Dataset of Dense Image Captions Vasu Singla Kaiyu Yue Sukriti Paul Reza Shirkavand Mayuka Jayawardhana Alireza Ganjdanesh Heng Huang A. Bhatele Gowthami Somepalli Tom Goldstein 3DV VLM 41 22 0 14 Jun 2024
Paintings and Drawings Aesthetics Assessment with Rich Attributes for Various Artistic Categories Xin Jin Qianqian Qiao Yi Lu Shan Gao Heng Huang Guangdong Li 26 1 0 05 May 2024
Large Multi-modality Model Assisted AI-Generated Image Quality Assessment Puyi Wang Wei Sun Zicheng Zhang Jun Jia Yanwei Jiang Zhichao Zhang Xiongkuo Min Guangtao Zhai EGVM 49 11 0 27 Apr 2024
AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception Yipo Huang Xiangfei Sheng Zhichao Yang Quan Yuan Zhichao Duan Pengfei Chen Leida Li Weisi Lin Guangming Shi 47 23 0 15 Apr 2024
Evaluating Text-to-Image Generative Models: An Empirical Study on Human Image Synthesis Mu-Hwa Chen Yi Liu Jian Yi Changran Xu Qiuxia Lai Hongliang Wang Tsung-Yi Ho Qiang Xu EGVM 40 7 0 08 Mar 2024
Evaluation in Neural Style Transfer: A Review E. Ioannou Steve Maddock 44 2 0 30 Jan 2024
AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception Yipo Huang Quan Yuan Xiangfei Sheng Zhichao Yang Haoning Wu Pengfei Chen Yuzhe Yang Leida Li Weisi Lin VLM 24 38 0 16 Jan 2024
Exploring the Naturalness of AI-Generated Images Zijian Chen Wei Sun Haoning Wu Zicheng Zhang Jun Jia ... Fengyu Sun Shangling Jui Xiongkuo Min Guangtao Zhai Wenjun Zhang 25 19 0 09 Dec 2023
AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer Songhua Liu Tianwei Lin Dongliang He Fu Li Meiling Wang Xin Li Zhengxing Sun Qian Li Errui Ding 121 300 0 08 Aug 2021