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An End-to-End Neural Network for Image Cropping by Learning Composition from Aesthetic Photos

2 July 2019

Papers citing "An End-to-End Neural Network for Image Cropping by Learning Composition from Aesthetic Photos"

20 / 20 papers shown

Title
Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects Md. Amirul Islam Mahmoud Kalash Neil D. B. Bruce 69 110 0 14 Mar 2018
Automatic Image Cropping for Visual Aesthetic Enhancement Using Deep Neural Networks and Cascaded Regression Guanjun Guo Hanzi Wang Chunhua Shen Y. Yan H. Liao 46 59 0 25 Dec 2017
Deep Cropping via Attention Box Prediction and Aesthetics Assessment Wenguan Wang Jianbing Shen 65 97 0 22 Oct 2017
A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment Shuang Ma Jing Liu Chang Wen Chen 55 193 0 02 Apr 2017
Learning to Compose with Professional Photographs on the Web Yi-Ling Chen Jan P. Klopp Min Sun Shao-Yi Chien K. Ma 42 88 0 01 Feb 2017
Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study Yi-Ling Chen Tzu-Wei Huang Kai-han Chang Y. Tsai Hwann-Tzong Chen Bing-Yu Chen 42 80 0 05 Jan 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 181 15,619 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 477 22,108 0 09 Dec 2016
Photo Aesthetics Ranking Network with Attributes and Content Adaptation Shu Kong Xiaohui Shen Zhe Lin R. Měch Charless C. Fowlkes 83 443 0 06 Jun 2016
Engineering Deep Representations for Modeling Aesthetic Perception Yanxiang Chen Yuxing Hu Luming Zhang Ping Li Chao Zhang 35 12 0 25 May 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 177 5,641 0 20 May 2016
Deep Aesthetic Quality Assessment with Semantic Information Yueying Kao Ran He Kaiqi Huang 53 156 0 18 Apr 2016
Shallow and Deep Convolutional Networks for Saliency Prediction Junting Pan Kevin McGuinness E. Sayrol Noel E. O'Connor Xavier Giró-i-Nieto FAtt 70 467 0 02 Mar 2016
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 238 29,830 0 08 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 705 36,958 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 520 62,294 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Fast R-CNN Ross B. Girshick ObjD 306 25,059 0 30 Apr 2015
The Secrets of Salient Object Segmentation Yin Li Xiaodi Hou Christof Koch James M. Rehg Alan Yuille 68 1,226 0 11 Jun 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,193 0 11 Nov 2013