4.7 Article

Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

Phase Space Reconstruction Driven Spatio-Temporal Feature Learning for Dynamic Facial Expression Recognition

Shanmin Wang et al.

Summary: This article proposes a network called PSRNet for learning spatio-temporal features of facial expressions. Inspired by the phase space reconstruction method, PSRNet captures the temporal properties of dynamic expressions and achieves better recognition performance. Experimental results demonstrate that PSRNet can extract more informative and representative features for DFER.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2022)

Article Computer Science, Artificial Intelligence

Res2Net: A New Multi-Scale Backbone Architecture

Shang-Hua Gao et al.

Summary: This paper introduces a novel building block for CNNs, Res2Net, which represents multiscale features within one single residual block by constructing hierarchical residual-like connections. The Res2Net enhances the representation of multiscale features in various vision tasks and consistently outperforms baseline models in performance gains.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2021)

Article Computer Science, Artificial Intelligence

Deep Neural Network Augmentation: Generating Faces for Affect Analysis

Dimitrios Kollias et al.

INTERNATIONAL JOURNAL OF COMPUTER VISION (2020)

Proceedings Paper Computer Science, Artificial Intelligence

Suppressing Uncertainties for Large-Scale Facial Expression Recognition

Kai Wang et al.

2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) (2020)

Article Computer Science, Artificial Intelligence

Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition

Kai Wang et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2020)

Article Computer Science, Artificial Intelligence

Semantic Neighborhood-Aware Deep Facial Expression Recognition

Yongjian Fu et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2020)

Article Computer Science, Artificial Intelligence

Geometry Guided Pose-Invariant Facial Expression Recognition

Feifei Zhang et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2020)

Article Computer Science, Artificial Intelligence

AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild

Ali Mollahosseini et al.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2019)

Article Computer Science, Artificial Intelligence

Deep multi-path convolutional neural network joint with salient region attention for facial expression recognition

Siyue Xie et al.

PATTERN RECOGNITION (2019)

Article Computer Science, Artificial Intelligence

Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism

Yong Li et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2019)

Article Computer Science, Artificial Intelligence

Reliable Crowdsourcing and Deep Locality-Preserving Learning for Unconstrained Facial Expression Recognition

Shan Li et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2019)

Proceedings Paper Computer Science, Theory & Methods

Feature-level and Model-level Audiovisual Fusion for Emotion Recognition in the Wild

Jie Cai et al.

2019 2ND IEEE CONFERENCE ON MULTIMEDIA INFORMATION PROCESSING AND RETRIEVAL (MIPR 2019) (2019)

Proceedings Paper Imaging Science & Photographic Technology

A FACIAL AFFECT ANALYSIS SYSTEM FOR AUTISM SPECTRUM DISORDER

Beibin Li et al.

2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) (2019)

Proceedings Paper Computer Science, Interdisciplinary Applications

Occluded Facial Expression Recognition Enhanced through Privileged Information

Bowen Pan et al.

PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19) (2019)

Proceedings Paper Computer Science, Interdisciplinary Applications

Identity- and Pose-Robust Facial Expression Recognition through Adversarial Feature Learning

Can Wang et al.

PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19) (2019)

Article Computer Science, Artificial Intelligence

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2018)

Article Computer Science, Artificial Intelligence

Conditional convolution neural network enhanced random forest for facial expression recognition

Yuanyuan Liu et al.

PATTERN RECOGNITION (2018)

Article Computer Science, Artificial Intelligence

Spatio-temporal convolutional features with nested LSTM for facial expression recognition

Zhenbo Yu et al.

NEUROCOMPUTING (2018)

Article Chemistry, Analytical

Driver's Facial Expression Recognition in Real-Time for Safe Driving

Mira Jeong et al.

SENSORS (2018)

Proceedings Paper Computer Science, Cybernetics

Video-based Emotion Recognition Using Deeply-Supervised Neural Networks

Yingruo Fan et al.

ICMI'18: PROCEEDINGS OF THE 20TH ACM INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION (2018)

Proceedings Paper Computer Science, Artificial Intelligence

Facial Expression Recognition by De-expression Residue Learning

Huiyuan Yang et al.

2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) (2018)

Proceedings Paper Computer Science, Artificial Intelligence

Joint Pose and Expression Modeling for Facial Expression Recognition

Feifei Zhang et al.

2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) (2018)

Proceedings Paper Computer Science, Artificial Intelligence

Hand-crafted Feature Guided Deep Learning for Facial Expression Recognition

Guohang Zeng et al.

PROCEEDINGS 2018 13TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2018) (2018)

Proceedings Paper Computer Science, Artificial Intelligence

Emotion-Preserving Representation Learning via Generative Adversarial Network for Multi-view Facial Expression Recognition

Ying-Hsiu Lai et al.

PROCEEDINGS 2018 13TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2018) (2018)

Proceedings Paper Computer Science, Artificial Intelligence

Island Loss for Learning Discriminative Features in Facial Expression Recognition

Jie Cai et al.

PROCEEDINGS 2018 13TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2018) (2018)

Article Computer Science, Artificial Intelligence

Pose-specific non-linear mapings in feature space towards multiview facial expression recognition

Mahdi Jampour et al.

IMAGE AND VISION COMPUTING (2017)

Proceedings Paper Computer Science, Artificial Intelligence

Adaptive Deep Metric Learning for Identity-Aware Facial Expression Recognition

Xiaofeng Liu et al.

2017 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW) (2017)

Proceedings Paper Computer Science, Artificial Intelligence

How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)

Adrian Bulat et al.

2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV) (2017)

Article Engineering, Electrical & Electronic

Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks

Kaipeng Zhang et al.

IEEE SIGNAL PROCESSING LETTERS (2016)

Proceedings Paper Computer Science, Artificial Intelligence

MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition

Yandong Guo et al.

COMPUTER VISION - ECCV 2016, PT III (2016)

Article Computer Science, Artificial Intelligence

Challenges in representation learning: A report on three machine learning contests

Ian J. Goodfellow et al.

NEURAL NETWORKS (2015)

Article Computer Science, Artificial Intelligence

Automatic Facial Expression Recognition Using Features of Salient Facial Patches

S. L. Happy et al.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2015)

Article Automation & Control Systems

Learning Multiscale Active Facial Patches for Expression Analysis

Lin Zhong et al.

IEEE TRANSACTIONS ON CYBERNETICS (2015)

Article Computer Science, Hardware & Architecture

Collecting Large, Richly Annotated Facial-Expression Databases from Movies

Abhinav Dhall et al.

IEEE MULTIMEDIA (2012)

Review Computer Science, Artificial Intelligence

A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions

Zhihong Zeng et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2009)

Article Biochemistry & Molecular Biology

SIFT: predicting amino acid changes that affect protein function

PC Ng et al.

NUCLEIC ACIDS RESEARCH (2003)

Article Engineering, Electrical & Electronic

Integrating perceptual and cognitive modeling for adaptive and intelligent human-computer interaction

Z Duric et al.

PROCEEDINGS OF THE IEEE (2002)

Article Computer Science, Artificial Intelligence

Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition

CJ Liu et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2002)