基于标签分布学习的弱监督图像情感识别研究

61876094
2018
F0604.机器感知与机器视觉
杨巨峰
面上项目
教授
南开大学
64万元
弱监督学习;标签分布学习;图像特征学习;图像分类;图像情感
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Zero-shot emotion recognition via affective structural embedding 会议论文 Chi Zhan;Dongyu She;Sicheng Zhao;Ming-Ming Cheng;Jufeng Yang
2 Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources 会议论文 Sicheng Zhao;Yang Xiao;Jiang Guo;Xiangyu Yue;Jufeng Yang;Ravi Krishna;Pengfei Xu;Kurt Keutzer
3 Bifurcated Backbone Strategy for RGB-D Salient Object Detection 期刊论文 Yingjie Zhai;Deng-Ping Fan;Jufeng Yang;Ali Borji;Ling Shao;Junwei Han;Liang Wang
4 Adaptive Deep Metric Learning for Affective Image Retrieval and Classification 期刊论文 Yao Xingxu;She Dongyu;Zhang Haiwei;Yang Jufeng;Cheng Ming-Ming;Wang Liang
5 WSCNet: Weakly Supervised Coupled Networks for Visual Sentiment Classification and Detection 期刊论文 She Dongyu;Yang Jufeng;Cheng Ming-Ming;Lai Yu-Kun;Rosin Paul L.;Wang Liang
6 LD-MAN: Layout-Driven Multimodal Attention Network for Online News Sentiment Recognition 期刊论文 Guo Wenya;Zhang Ying;Cai Xiangrui;Meng Lei;Yang Jufeng;Yuan Xiaojie
7 Attention-aware polarity sensitive embedding for affective image retrieval 会议论文 Xingxu Yao;Dongyu She;Sicheng Zhao;Jie Liang;Yu-Kun Lai;Jufeng Yang
8 BiSPL: Bidirectional Self-Paced Learning for Recognition From Web Data 期刊论文 Wu Xiaoping;Chang Jianlong;Lai Yu-Kun;Yang Jufeng;Tian Qi
9 一种基于上下文信息的艺术画风格分类方法 专利 杨巨峰;程明明;陈丽怡;折栋宇;孙晓晓
10 一种基于深度度量学习的图像情感分类与检索算法 专利 杨巨峰;程明明;折栋宇;王恺
11 Multi-source domain adaptation for object detection 会议论文 Xingxu Yao;Sicheng Zhao;Pengfei Xu;Jufeng Yang
12 EASE: Robust Facial Expression Recognition via Emotion Ambiguity-SEnsitive Cooperative Networks 会议论文 Lijuan Wang;Guoli Jia;Ning Jiang;Haiying Wu;Jufeng Yang
13 Temporal Sentiment Localization: Listen and Look in Untrimmed Videos 会议论文 Zhicheng Zhang;Jufeng Yang
14 SER30K: A large-scale dataset for sticker emotion recognition 会议论文 Shengzhe Liu;Xin Zhang;Jufeng Yang
15 SSL++: Improving self-supervised learning by mitigating the proxy task-specificity problem 期刊论文 Song Chen;Jing-Hao Xue;Jianlong Chang;Jianzhong Zhang;Jufeng Yang;Qi Tian
16 APSE: Attention-aware polarity-sensitive embedding for emotion-based image retrieval 期刊论文 Xingxu Yao;Sicheng Zhao;Yu-Kun Lai;Dongyu She;Jie Liang;Jufeng Yang
17 Affective image content analysis: Two decades review and new perspectives 期刊论文 Sicheng Zhao;Xingxu Yao;Jufeng Yang;Guoli Jia;Guiguang Ding;Tat-Seng Chua;Bjoern W. Schuller;Kurt Keutzer
18 Simultaneous Subspace Clustering and Cluster Number Estimating Based on Triplet Relationship 期刊论文 Liang Jie;Yang Jufeng;Cheng Ming-Ming;Rosin Paul L.;Wang Liang
19 Re-Attention for Visual Question Answering 期刊论文 Guo Wenya;Zhang Ying;Yang Jufeng;Yuan Xiaojie
20 S2-VER: Semi-supervised visual emotion recognition 会议论文 Guoli Jia;Jufeng Yang
21 Learning from Web Data Using Adversarial Discriminative Neural Networks for Fine-Grained Classification 会议论文 Sun Xiaoxiao;Chen Liyi;Yang Jufeng
22 BBS-net: RGB-D salient object detection with a bifurcated backbone strategy network 会议论文 Deng-Ping Fan;Yingjie Zhai;Ali Borji;Jufeng Yang;Ling Shao
23 Multimodal Event-Aware Network for Sentiment Analysis in Tourism 期刊论文 Wang Lijuan;Guo Wenya;Yao Xingxu;Zhang Yuxiang;Yang Jufeng
24 Subspace Clustering via Good Neighbors 期刊论文 Jufeng Yang;Jie Liang;Kai Wang;Paul L. Rosin;Ming-Hsuan Yang
25 Emotion-based end-to-end matching between image and music in valence-arousal space 会议论文 Sicheng Zhao;Yaxian Li;Xingxu Yao;Weizhi Nie;Pengfei Xu;Jufeng Yang;Kurt Keutzer
26 D2S: Dynamic Distribution Supervision for Multi-Label Facial Expression Recognition 会议论文 Lijuan Wang;Xin Zhang;Ning Jiang;Haiying Wu;Jufeng Yang
27 Recognizing the Style of Visual Arts via Adaptive Cross-layer Correlation 会议论文 Liyi Chen;Jufeng Yang
28 An end-to-end visual-audio attention network for emotion recognition in user-generated videos 会议论文 Sicheng Zhao;Yunsheng Ma;Yang Gu;Jufeng Yang;Tengfei Xing;Pengfei Xu;Runbo Hu;Hua Chai;Kurt Keutzer
29 Emotion recognition from multiple modalities: Fundamentals and methodologies 期刊论文 Sicheng Zhao;Guoli Jia;Jufeng Yang;Guiguang Ding;Kurt Keutzer
30 Re-Attention for Visual Question Answering 会议论文 Wenya Guo;Ying Zhang;Xiaoping Wu;Jufeng Yang;Xiangrui Cai;Xiaojie Yuan
31 Image captioning by incorporating affective concepts learned from both visual and textual components 期刊论文 Jufeng Yang;Yan Sun;Jie Liang;Bo Ren;Shang-Hong Lai
32 一种基于正交元空间的多模态图像增强方法 专利 杨巨峰;梁杰;程明明
33 一种基于迭代采样和一对多标签修正的Web图像训练卷积神经网络方法 专利 杨巨峰;程明明;孙晓晓;王恺
34 一种基于多视角多特征的图像印象性预测方法 专利 杨巨峰;程明明;孙延;梁杰;王恺
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