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A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural
  Network for Photo Aesthetic Assessment

A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment

2 April 2017
Shuang Ma
Jing Liu
Chang Wen Chen
ArXiv (abs)PDFHTML

Papers citing "A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment"

46 / 46 papers shown
Title
Explaining Automatic Image Assessment
Explaining Automatic Image Assessment
Max Lisaius
Scott Wehrwein
66
0
0
03 Feb 2025
AID-AppEAL: Automatic Image Dataset and Algorithm for Content Appeal
  Enhancement and Assessment Labeling
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
UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and
  Benchmark
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
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
QUASAR: QUality and Aesthetics Scoring with Advanced Representations
QUASAR: QUality and Aesthetics Scoring with Advanced Representations
Sergey Kastryulin
Denis Prokopenko
Artem Babenko
Dmitry V. Dylov
61
0
0
11 Mar 2024
Product Review Image Ranking for Fashion E-commerce
Product Review Image Ranking for Fashion E-commerce
Sangeet Jaiswal
Dhruv Patel
Sreekanth Vempati
K. Saiswaroop
29
0
0
10 Aug 2023
ALL-E: Aesthetics-guided Low-light Image Enhancement
ALL-E: Aesthetics-guided Low-light Image Enhancement
Ling Li
Dong Liang
Yuan Gao
Sheng-Jun Huang
Songcan Chen
DiffM
57
10
0
28 Apr 2023
Towards Artistic Image Aesthetics Assessment: a Large-scale Dataset and
  a New Method
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
77
40
0
27 Mar 2023
Subjective and Objective Quality Assessment for in-the-Wild Computer
  Graphics Images
Subjective and Objective Quality Assessment for in-the-Wild Computer Graphics Images
Zicheng Zhang
Wei Sun
Yingjie Zhou
Jun Jia
Zhichao Zhang
Jing Liu
Xiongkuo Min
Guangtao Zhai
61
25
0
14 Mar 2023
Aesthetic Attributes Assessment of Images with AMANv2 and DPC-CaptionsV2
Aesthetic Attributes Assessment of Images with AMANv2 and DPC-CaptionsV2
Xinghui Zhou
Xin Jin
Jianwen Lv
Heng Huang
Ming Mao
Shuai Cui
CoGe
53
0
0
09 Aug 2022
Aesthetic Attribute Assessment of Images Numerically on Mixed
  Multi-attribute Datasets
Aesthetic Attribute Assessment of Images Numerically on Mixed Multi-attribute Datasets
Xin Jin
Xinning Li
Hao Lou
Chenyu Fan
Qiang Deng
Chaoen Xiao
Shuai Cui
A. Singh
119
13
0
05 Jul 2022
Image Aesthetics Assessment Using Graph Attention Network
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
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
Neural Image Beauty Predictor Based on Bradley-Terry Model
Neural Image Beauty Predictor Based on Bradley-Terry Model
Shiyu Li
Hao Ma
Xiangyu Y. Hu
13
2
0
19 Nov 2021
Composition and Style Attributes Guided Image Aesthetic Assessment
Composition and Style Attributes Guided Image Aesthetic Assessment
Luigi Celona
Marco Leonardi
Paolo Napoletano
A. Rozza
CoGeGAN
45
35
0
08 Nov 2021
Aesthetic Photo Collage with Deep Reinforcement Learning
Aesthetic Photo Collage with Deep Reinforcement Learning
Mingrui Zhang
Mading Li
Li Chen
Jiahao Yu
40
3
0
19 Oct 2021
Considering user agreement in learning to predict the aesthetic quality
Considering user agreement in learning to predict the aesthetic quality
Suiyi Ling
Andréas Pastor
Junle Wang
P. Le Callet
18
2
0
13 Oct 2021
MUSIQ: Multi-scale Image Quality Transformer
MUSIQ: Multi-scale Image Quality Transformer
Junjie Ke
Qifei Wang
Yilin Wang
P. Milanfar
Feng Yang
237
687
0
12 Aug 2021
A Hypothesis for the Aesthetic Appreciation in Neural Networks
A Hypothesis for the Aesthetic Appreciation in Neural Networks
Xu Cheng
Xin Eric Wang
Haotian Xue
Zhe Liang
Quanshi Zhang
81
11
0
31 Jul 2021
Making Images Real Again: A Comprehensive Survey on Deep Image
  Composition
Making Images Real Again: A Comprehensive Survey on Deep Image Composition
Li Niu
Wenyan Cong
Liu Liu
Yan Hong
Bo Zhang
Jing Liang
Liqing Zhang
VLMDiffMCoGe
134
77
0
28 Jun 2021
User-Guided Personalized Image Aesthetic Assessment based on Deep
  Reinforcement Learning
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
57
29
0
14 Jun 2021
Image Composition Assessment with Saliency-augmented Multi-pattern
  Pooling
Image Composition Assessment with Saliency-augmented Multi-pattern Pooling
Bo Zhang
Li Niu
Liqing Zhang
CoGe
80
25
0
07 Apr 2021
Differentiable Patch Selection for Image Recognition
Differentiable Patch Selection for Image Recognition
Jean-Baptiste Cordonnier
Aravindh Mahendran
Alexey Dosovitskiy
Dirk Weissenborn
Jakob Uszkoreit
Thomas Unterthiner
110
96
0
07 Apr 2021
Multi-Modal Aesthetic Assessment for MObile Gaming Image
Multi-Modal Aesthetic Assessment for MObile Gaming Image
Zhenyu Lei
Yejing Xie
Suiyi Ling
Andréas Pastor
Junle Wang
P. Le Callet
13
6
0
27 Jan 2021
Deep Multimodality Learning for UAV Video Aesthetic Quality Assessment
Deep Multimodality Learning for UAV Video Aesthetic Quality Assessment
Qi Kuang
Xin Jin
Qinping Zhao
Bin Zhou
59
30
0
04 Nov 2020
Image Aesthetics Prediction Using Multiple Patches Preserving the
  Original Aspect Ratio of Contents
Image Aesthetics Prediction Using Multiple Patches Preserving the Original Aspect Ratio of Contents
Lijie Wang
Xueting Wang
T. Yamasaki
33
5
0
05 Jul 2020
Adaptive Fractional Dilated Convolution Network for Image Aesthetics
  Assessment
Adaptive Fractional Dilated Convolution Network for Image Aesthetics Assessment
Qiuyu Chen
Wei Zhang
Ning Zhou
Peng Lei
Yi Xu
Yu Zheng
Jianping Fan
58
77
0
06 Apr 2020
Aesthetic Quality Assessment for Group photograph
Aesthetic Quality Assessment for Group photograph
Yaoting Wang
Yongzhen Ke
Kai Wang
Cuijiao Zhang
Fan Qin
19
2
0
04 Feb 2020
Revisiting Image Aesthetic Assessment via Self-Supervised Feature
  Learning
Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning
Kekai Sheng
Weiming Dong
Menglei Chai
Guohui Wang
Peng Zhou
Feiyue Huang
Bao-Gang Hu
Rongrong Ji
Chongyang Ma
SSL
71
34
0
26 Nov 2019
A Geometry-Sensitive Approach for Photographic Style Classification
A Geometry-Sensitive Approach for Photographic Style Classification
Koustav Ghosal
Mukta Prasad
A. Smolic
GAN
44
6
0
03 Sep 2019
Aesthetic Image Captioning From Weakly-Labelled Photographs
Aesthetic Image Captioning From Weakly-Labelled Photographs
Koustav Ghosal
A. Rana
A. Smolic
67
25
0
29 Aug 2019
Theme-Aware Aesthetic Distribution Prediction With Full-Resolution
  Photographs
Theme-Aware Aesthetic Distribution Prediction With Full-Resolution Photographs
Gengyun Jia
Peipei Li
Ran He
38
13
0
04 Aug 2019
Composition-Aware Image Aesthetics Assessment
Composition-Aware Image Aesthetics Assessment
Dong Liu
R. Puri
Nagendra Kamath
Subhabrata Bhattacharya
CoGe
76
61
0
25 Jul 2019
Aesthetic Attributes Assessment of Images
Aesthetic Attributes Assessment of Images
Xin Jin
Le Wu
Geng Zhao
Xiaodong Li
Xiaokun Zhang
Shiming Ge
Dongqing Zou
Bin Zhou
Xinghui Zhou
78
40
0
11 Jul 2019
An End-to-End Neural Network for Image Cropping by Learning Composition
  from Aesthetic Photos
An End-to-End Neural Network for Image Cropping by Learning Composition from Aesthetic Photos
Peng Lu
Haotong Zhang
Xujun Peng
Xiaofu Jin
50
14
0
02 Jul 2019
Effective Aesthetics Prediction with Multi-level Spatially Pooled
  Features
Effective Aesthetics Prediction with Multi-level Spatially Pooled Features
Vlad Hosu
Bastian Goldlücke
Dietmar Saupe
75
142
0
02 Apr 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
Aesthetic-based Clothing Recommendation
Aesthetic-based Clothing Recommendation
Wenhui Yu
Huidi Zhang
Xiangnan He
Xu Chen
Li Xiong
Zheng Qin
61
194
0
16 Sep 2018
An Universal Image Attractiveness Ranking Framework
An Universal Image Attractiveness Ranking Framework
Ning Ma
Alexey Volkov
Aleksandr Livshits
Pawel Pietrusinski
Houdong Hu
Mark R. Bolin
FAtt
40
16
0
12 Apr 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning
  Approaches
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches
Md. Zahangir Alom
T. Taha
C. Yakopcic
Stefan Westberg
P. Sidike
Mst Shamima Nasrin
B. Van Essen
A. Awwal
V. Asari
VLM
133
882
0
03 Mar 2018
Neural Aesthetic Image Reviewer
Neural Aesthetic Image Reviewer
Wenshan Wang
Su Yang
Weishan Zhang
Jiulong Zhang
58
39
0
28 Feb 2018
Learned Perceptual Image Enhancement
Learned Perceptual Image Enhancement
Hossein Talebi Esfandarani
P. Milanfar
95
80
0
07 Dec 2017
NIMA: Neural Image Assessment
NIMA: Neural Image Assessment
Hossein Talebi
P. Milanfar
3DH
118
913
0
15 Sep 2017
Predicting Aesthetic Score Distribution through Cumulative
  Jensen-Shannon Divergence
Predicting Aesthetic Score Distribution through Cumulative Jensen-Shannon Divergence
Xin Jin
Le Wu
Xiaodong Li
Siyu Chen
Siwei Peng
Jingying Chi
Shiming Ge
Chenggen Song
Geng Zhao
55
70
0
23 Aug 2017
Aesthetic-Driven Image Enhancement by Adversarial Learning
Aesthetic-Driven Image Enhancement by Adversarial Learning
Yubin Deng
Chen Change Loy
Xiaoou Tang
GAN
66
124
0
17 Jul 2017
ILGNet: Inception Modules with Connected Local and Global Features for
  Efficient Image Aesthetic Quality Classification using Domain Adaptation
ILGNet: Inception Modules with Connected Local and Global Features for Efficient Image Aesthetic Quality Classification using Domain Adaptation
Xin Jin
Le Wu
Zheyuan He
Siyu Chen
Jingying Chi
Siwei Peng
Shiming Ge
Geng Zhao
Xiaodong Li
28
4
0
07 Oct 2016
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