Computational Emotion Analysis From Images: Recent Advances and Future Directions

19 March 2021

Björn W. Schuller

Papers citing "Computational Emotion Analysis From Images: Recent Advances and Future Directions"

22 / 22 papers shown

Title
Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation Sicheng Zhao Xuanbai Chen Xiangyu Yue Chuang Lin Pengfei Xu Ravi Krishna Jufeng Yang Guiguang Ding Alberto L. Sangiovanni-Vincentelli Kurt Keutzer GAN 42 17 0 25 Nov 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Yue Liu Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia Kurt Keutzer 78 28 0 01 Sep 2020
Emotion-Based End-to-End Matching Between Image and Music in Valence-Arousal Space Sicheng Zhao Yaxian Li Xingxu Yao Weizhi Nie Pengfei Xu Jufeng Yang Kurt Keutzer 39 30 0 22 Aug 2020
Context Based Emotion Recognition using EMOTIC Dataset Ronak Kosti J. Álvarez Adrià Recasens Àgata Lapedriza 48 180 0 30 Mar 2020
An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos Sicheng Zhao Yunsheng Ma Yang Gu Jufeng Yang Tengfei Xing Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 48 98 0 12 Feb 2020
Affective Computing for Large-Scale Heterogeneous Multimedia Data: A Survey Sicheng Zhao Shangfei Wang M. Soleymani D. Joshi Q. Ji 44 71 0 03 Oct 2019
PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression Sicheng Zhao Zizhou Jia Hui Chen Leida Li Guiguang Ding Kurt Keutzer 67 62 0 11 Sep 2019
What Twitter Profile and Posted Images Reveal About Depression and Anxiety Sharath Chandra Guntuku Daniel Preoţiuc-Pietro J. Eichstaedt L. Ungar 25 81 0 04 Apr 2019
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 175 1,298 0 23 Apr 2018
Deep Learning for Sentiment Analysis : A Survey Lei Zhang Shuai Wang Bing-Quan Liu VLM 93 1,619 0 24 Jan 2018
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 136 3,001 0 08 Nov 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 112 5,554 0 30 Mar 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 257 4,655 0 17 Feb 2017
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 94 1,801 0 22 Dec 2016
Learning Multi-level Deep Representations for Image Emotion Classification T. Rao Min Xu Dong Xu 49 143 0 22 Nov 2016
Deep Label Distribution Learning with Label Ambiguity Bin-Bin Gao Chao Xing Chen-Wei Xie Jianxin Wu Xin Geng 52 427 0 06 Nov 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 268 19,929 0 07 Oct 2016
Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark Quanzeng You Jiebo Luo Hailin Jin Jianchao Yang 55 309 0 09 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,814 0 10 Dec 2015
Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks Quanzeng You Jiebo Luo Hailin Jin Jianchao Yang 62 535 0 20 Sep 2015
Visual Sentiment Prediction with Deep Convolutional Neural Networks Can Xu Suleyman Cetintas Kuang-chih Lee Li Li HAI 38 127 0 21 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.5K 100,330 0 04 Sep 2014