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基于视觉构图建模的图像编辑问题研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  李德榜
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视觉构图建模  图像编辑  视觉美感  图像裁剪  图像子区域推荐  
Composing Good Shots by Exploiting Mutual Relations 会议论文
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, Virtual, 14-19, June, 2020
Authors:  Li, Debang;  Zhang, Junge;  Huang, Kaiqi;  Yang, Ming-Hsuan
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Learning to Learn Cropping Models for Different Aspect Ratio Requirements 会议论文
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, Virtual, 14-19, June, 2020
Authors:  Li, Debang;  Zhang, Junge;  Huang, Kaiqi
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Fast A3RL: Aesthetics-Aware Adversarial Reinforcement Learning for Image Cropping 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 10, 页码: 5105-5120
Authors:  Li, Debang;  Wu, Huikai;  Zhang, Junge;  Huang, Kaiqi
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Reinforcement learning  adversarial learning  image cropping  
Gourmet Photography Dataset for Aesthetic Assessment of Food Images 会议论文
, Tokyo, Japan, 2018-12-4 2018-12-7
Authors:  Kekai, Sheng;  Weiming, Dong;  Haibin, Huang;  Chongyang, Ma;  Bao-Gang, Hu
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Attention-based Multi-patch Aggregation for Image Aesthetic Assessment 会议论文
, Seoul, Republic of Korea, 2018-10-22 2018-10-26
Authors:  Kekai, Sheng;  Weiming, Dong;  Chongyang, Ma;  Xing, Mei;  Feiyue, Huang;  Bao-Gang, Hu
View  |  Adobe PDF(3181Kb)  |  Favorite  |  View/Download:157/42  |  Submit date:2019/06/18
Image Aesthetic Assessment  Attention Mechanism  Deep Learning  
A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping 会议论文
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2018, Salt Lake City, UT, USA, 18-23 June 2018
Authors:  Li, Debang;  Wu, Huikai;  Zhang, Junge;  Huang, Kaiqi
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复杂场景中的运动目标检测方法研究 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  陈盈盈
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运动目标检测  背景减除法  背景建模  深度学习  
基于层次化语义信息的视觉美感质量评估 学位论文
, 北京: 中国科学院大学, 2017
Authors:  考月英
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视觉美感质量评估  图像自动裁剪  层次化语义信息  多任务学习  深度卷积神经网络  
Deep Aesthetic Quality Assessment With Semantic Information 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 3, 页码: 1482-1495
Authors:  Yueying Kao;  Ran He;  Kaiqi Huang
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Visual Aesthetic Quality Assessment  Semantic Information  Multi-task Learning