A Survey on Deep Learning in Image Polarity Detection: Balancing Generalization Performances and Computational Costs

Image–text sentiment analysis via deep multimodal attentive fusion

(2019) Feiran Huang et al.   KNOWLEDGE-BASED SYSTEMS

Multi-level region-based Convolutional Neural Network for image emotion classification

(2019) Tianrong Rao et al.   NEUROCOMPUTING

Improved Facial Expression Recognition Based on DWT Feature for Deep CNN

(2019) Ridha Bendjillali et al.   Electronics

Optimized Compression for Implementing Convolutional Neural Networks on FPGA

(2019) Min Zhang et al.   Electronics

A State-of-the-Art Survey on Deep Learning Theory and Architectures

(2019) Md Zahangir Alom et al.   Electronics

Deep learning for time series classification: a review

(2019) Hassan Ismail Fawaz et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Visual Sentiment Analysis by Combining Global and Local Information

(2019) Lifang Wu et al.   NEURAL PROCESSING LETTERS

Sentiment analysis of social images via hierarchical deep fusion of content and links

(2019) Jie Xu et al.   APPLIED SOFT COMPUTING

Automatic Tool for Fast Generation of Custom Convolutional Neural Networks Accelerators for FPGA

(2019) Miguel Rivera-Acosta et al.   Electronics

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Predicting Microblog Sentiments via Weakly Supervised Multimodal Deep Learning

(2018) Fuhai Chen et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Visual Sentiment Prediction based on Automatic Discovery of Affective Regions

(2018) Jufeng Yang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Emotion recognition by assisted learning with convolutional neural networks

(2018) Xuanyu He et al.   NEUROCOMPUTING

Boosting image sentiment analysis with visual attention

(2018) Kaikai Song et al.   NEUROCOMPUTING

Structured low-rank inverse-covariance estimation for visual sentiment distribution prediction

(2018) Anan Liu et al.   SIGNAL PROCESSING

Discrete Probability Distribution Prediction of Image Emotions With Shared Sparse Learning

(2018) Sicheng Zhao et al.   IEEE Transactions on Affective Computing

A Survey of Deep Learning: Platforms, Applications and Emerging Research Trends

(2018) William Grant Hatcher et al.   IEEE Access

Image captioning by incorporating affective concepts learned from both visual and textual components

(2018) Jufeng Yang et al.   NEUROCOMPUTING

Affective image classification by jointly using interpretable art features and semantic annotations

(2018) Xuan Liu et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

A guide to deep learning in healthcare

(2018) Andre Esteva et al.   NATURE MEDICINE

Artificial Neural Networks to Assess Emotional States from Brain-Computer Interface

(2018) Roberto Sánchez-Reolid et al.   Electronics

An effective Decision Support System for social media listening based on cross-source sentiment analysis models

(2018) Pietro Ducange et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

From pixels to sentiment: Fine-tuning CNNs for visual sentiment prediction

(2017) Víctor Campos et al.   IMAGE AND VISION COMPUTING

A survey of multimodal sentiment analysis

(2017) Mohammad Soleymani et al.   IMAGE AND VISION COMPUTING

A review of affective computing: From unimodal analysis to multimodal fusion

(2017) Soujanya Poria et al.   Information Fusion

Modelling Propagation of Public Opinions on Microblogging Big Data Using Sentiment Analysis and Compartmental Models

(2017) Youjia Fang et al.   International Journal on Semantic Web and Information Systems

Associating gesture expressivity with affective representations

(2016) Lori Malatesta et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Recognizing emotions in text using ensemble of classifiers

(2016) Isidoros Perikos et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation

(2016) Sebastian Kaltwang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Predicting Personalized Image Emotion Perceptions in Social Networks

(2016) Sicheng Zhao et al.   IEEE Transactions on Affective Computing

Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition

(2015) Evangelos Sariyanidi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Context-Sensitive Dynamic Ordinal Regression for Intensity Estimation of Facial Action Units

(2015) Ognjen Rudovic et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A Multi-View Embedding Space for Modeling Internet Images, Tags, and Their Semantics

(2013) Yunchao Gong et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING