情感表达增强的图像描述研究
61701273
2017
F0116.图像信息处理
赵思成
青年科学基金项目
副研究员
清华大学
30万元
卷积神经网络;情感增强;深度学习;长短时间记忆网络;图像描述
2018-01-01到2020-12-31
- 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 | Affective Computing for Large-Scale Heterogeneous Multimedia Data: A Survey | 期刊论文 | Sicheng Zhao;Shangfei Wang;Mohammad Soleymani;Dhiraj Joshi;Qiang Ji |
| 2 | EmotionGAN: Unsupervised domain adaptation for learning discrete probability distributions of image emotions | 会议论文 | Sicheng Zhao;Xin Zhao;Guiguang Ding;Kurt Keutzer |
| 3 | Dual-view Ranking with Hardness Assessment for Zero-shot Learning | 会议论文 | Yuchen Guo;Guiguang Ding;Jungong Han;Xiaohan Ding;Sicheng Zhao;Zheng Wang;Chenggang Yan;Qionghai Dai |
| 4 | Localization-Aware Meta Tracker Guided with Adversarial Features | 期刊论文 | Yiting Lin;Bineng Zhong;Guorong Li;Sicheng Zhao;Ziyi Chen;Wentao Fan |
| 5 | ACMNet: Adaptive Confidence Matching Network for Cross-Modal Image-Text Retrieval | 期刊论文 | Hui Chen;Guiguang Ding;Zijia Lin;Sicheng Zhao;Jungong Han |
| 6 | Personality-Assisted Multi-Task Learning for Generic and Personalized Image Aesthetics Assessment | 期刊论文 | Leida Li;Hancheng Zhu;Sicheng Zhao;Guiguang Ding;Weisi Lin |
| 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 | Multi-Source Domain Adaptation for Semantic Segmentation | 会议论文 | Sicheng Zhao;Bo Li;Xiangyu Yue;Yang Gu;Pengfei Xu;Runbo Hu;Hua Chai;Kurt Keutzer |
| 9 | Temporal-difference Learning with Sampling Baseline for Image Captioning | 会议论文 | Hui Chen;Guiguang Ding;Sicheng Zhao;Jungong Han |
| 10 | Real-Time Scalable Visual Tracking via Quadrangle Kernelized Correlation Filters | 期刊论文 | Guiguang Ding;Wenshuo Chen;Sicheng Zhao;Jungong Han;Qiaoyan Liu |
| 11 | Discrete Probability Distribution Prediction of Image Emotions with Shared Sparse Learning | 期刊论文 | Sicheng Zhao;Guiguang Ding;Yue Gao;Xin Zhao;Youbao Tang;Jungong Han;Hongxun Yao;Qingming Huang |
| 12 | 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 |
| 13 | Cross-Modal Image-Text Retrieval with Semantic Consistency | 会议论文 | Hui Chen;Guiguang Ding;Zijia Lin;Sicheng Zhao;Jungong Han |
| 14 | CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions | 会议论文 | Sicheng Zhao;Chuang Lin;Pengfei Xu;Sendong Zhao;Yuchen Guo;Ravi Krishna;Guiguang Ding;Kurt Keutzer |
| 15 | 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 |
| 16 | Heterogeneous Transfer Learning with Weighted Instance-Correspondence Data | 会议论文 | Yuwei He;Xiaoming Jin;Guiguang Ding;Yuchen Guo;Jungong Han;Jiyong Zhang;Sicheng Zhao |
| 17 | Event patches: Mining effective parts for event detection and understanding | 期刊论文 | Wenlong Xie;Hongxun Yao;Sicheng Zhao;Xiaoshuai Sun;Tingting Han |
| 18 | Real-Time Multimedia Social Event Detection in Microblog | 期刊论文 | Sicheng Zhao;Yue Gao;Guiguang Ding;Tat-Seng Chua |
| 19 | Personality-Aware Personalized Emotion Recognition from Physiological Signals | 会议论文 | Sichen Zhao;Guiguang Ding;Jungong Han;Yue Gao |
| 20 | Distinctive action sketch for human action recognition | 期刊论文 | Ying Zheng;Hongxun Yao;Xiaoshuai Sun;Sicheng Zhao;Fatih Porikli |
| 21 | 清华大学优秀博士后 | 奖励 | 赵思成 |
| 22 | Implicit Non-linear Similarity Scoring for Recognizing Unseen Classes | 会议论文 | Yuchen Guo;Guiguang Ding;Jungong Han;Sicheng Zhao;Bin Wang |
| 23 | SYSTEMS AND METHODS FOR EMOTION RECOGNITION IN A USER-GENERATED VIDEO (UGV) | 专利 | PENGFEI XU;SICHENG ZHAO;YUNSHENG MA;YANG GU;JUFENG YANG;TENGFEI XING;RUNBO HU;HUA CHAI |
| 24 | Zero-Shot Emotion Recognition via Affective Structural Embedding | 会议论文 | Chi Zhan;Dongyu She;Sicheng Zhao;Ming-Ming Cheng;Jufeng Yang |
| 25 | PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression | 会议论文 | Sicheng Zhao;Zizhou Jia;Hui Chen;Leida Li;Guiguang Ding;Kurt Keutzer |
| 26 | Neural Image Caption Generation with Weighted Training and Reference | 期刊论文 | Guiguang Ding;Minghai Chen;Sicheng Zhao;Hui Chen;Jungong Han;Qiang Liu |
| 27 | ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation | 会议论文 | Sicheng Zhao;Yezhen Wang;Bo Li;Bichen Wu;Yang Gao;Pengfei Xu;Trevor Darrell;Kurt Keutzer |
| 28 | An improved ridge regression algorithm and its application in predicting TV ratings | 期刊论文 | Nan Ma;Sicheng Zhao;Zhen Sun;Xiuping Wu;Yun Zhai |
| 29 | Personalized Emotion Recognition by Personality-aware High-order Learning of Physiological Signals | 期刊论文 | Sicheng Zhao;Amir Gholaminejad;Guiguang Ding;Yue Gao;Jungong Han;Kurt Keutzer |
| 30 | Multi-Source Distilling Domain Adaptation | 会议论文 | Sicheng Zhao;Guangzhi Wang;Shanghang Zhang;Yang Gu;Yaxian Li;Zhichao Song;Pengfei Xu;Runbo Hu;Hua Chai;Kurt Keutzer |
| 31 | Affective Image Content Analysis: A Comprehensive Survey | 会议论文 | Sicheng Zhao;Guiguang Ding;Qingming Huang;Tat-Seng Chua;Bjorn W. Schuller;Kurt Keutzer |
| 32 | IExpressNet: Facial Expression Recognition with Incremental Classes | 会议论文 | Junjie Zhu;Bingjun Luo;Sicheng Zhao;Shihui Ying;Xinbin Zhao;Yue Gao |
| 33 | Show, Observe and Tell: Attribute-driven Attention Model for Image Captioning | 会议论文 | Hui Chen;Guiguang Ding;Zijia Lin;Sicheng Zhao;Jungong Han |
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