- Home
- Publications
- Publication Search
- Publication Details
Title
A comprehensive survey on 3D face recognition methods
Authors
Keywords
3D face recognition, Deep learning, Expression, Pose, Occlusion, Survey
Journal
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Volume 110, Issue -, Pages 104669
Publisher
Elsevier BV
Online
2022-02-02
DOI
10.1016/j.engappai.2022.104669
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Deep face recognition: A survey
- (2020) Mei Wang et al. NEUROCOMPUTING
- Weighted Extreme Sparse Classifier and Local Derivative Pattern for 3D Face Recognition
- (2019) Sima Soltanpour et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- A fast and robust 3D face recognition approach based on deeply learned face representation
- (2019) Ying Cai et al. NEUROCOMPUTING
- A survey on deep learning based face recognition
- (2019) Guodong Guo et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- Systematic review of 3D facial expression recognition methods
- (2019) Gilderlane Ribeiro Alexandre et al. PATTERN RECOGNITION
- Robust RGB-D Face Recognition Using Attribute-Aware Loss
- (2019) Luo Jiang et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild
- (2018) Iacopo Masi et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Gaussian Process Morphable Models
- (2018) Marcel Luthi et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Occlusion detection and restoration techniques for 3D face recognition: a literature review
- (2018) Nicole Dagnes et al. MACHINE VISION AND APPLICATIONS
- Expression-insensitive 3D face recognition by the fusion of multiple subject-specific curves
- (2018) Ye Li et al. NEUROCOMPUTING
- Multi-View 3D Face Reconstruction with Deep Recurrent Neural Networks
- (2018) Pengfei Dou et al. IMAGE AND VISION COMPUTING
- Sparse ICP With Resampling and Denoising for 3D Face Verification
- (2018) Yi Yu et al. IEEE Transactions on Information Forensics and Security
- Joint Face Alignment and 3D Face Reconstruction with Application to Face Recognition
- (2018) Feng Liu et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Fast Landmark Localization with 3D Component Reconstruction and CNN for Cross-Pose Recognition
- (2017) Gee-Sern Jison Hsu et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Multimodal 2D+3D Facial Expression Recognition With Deep Fusion Convolutional Neural Network
- (2017) Huibin Li et al. IEEE TRANSACTIONS ON MULTIMEDIA
- Nasal Patches and Curves for Expression-Robust 3D Face Recognition
- (2017) Mehryar Emambakhsh et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Large Scale 3D Morphable Models
- (2017) James Booth et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Deep, dense and accurate 3D face correspondence for generating population specific deformable models
- (2017) Syed Zulqarnain Gilani et al. PATTERN RECOGNITION
- A survey of local feature methods for 3D face recognition
- (2017) Sima Soltanpour et al. PATTERN RECOGNITION
- On 3D face reconstruction via cascaded regression in shape space
- (2017) Feng Liu et al. Frontiers of Information Technology & Electronic Engineering
- Statistical 3D face shape estimation from occluding contours
- (2016) Dalila Sánchez-Escobedo et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-Related Applications
- (2016) Ciprian Adrian Corneanu et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Robust RGB-D face recognition using Kinect sensor
- (2016) Billy Y.L. Li et al. NEUROCOMPUTING
- A Two-Phase Weighted Collaborative Representation for 3D partial face recognition with single sample
- (2016) Yinjie Lei et al. PATTERN RECOGNITION
- 3D face recognition using covariance based descriptors
- (2016) Walid Hariri et al. PATTERN RECOGNITION LETTERS
- 3-D face recognition: features, databases, algorithms and challenges
- (2015) Hemprasad Patil et al. ARTIFICIAL INTELLIGENCE REVIEW
- The Mesh-LBP: A Framework for Extracting Local Binary Patterns From Discrete Manifolds
- (2015) Naoufel Werghi et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Cascaded Collaborative Regression for Robust Facial Landmark Detection Trained Using a Mixture of Synthetic and Real Images With Dynamic Weighting
- (2015) Zhen-Hua Feng et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Face Spoof Detection With Image Distortion Analysis
- (2015) Di Wen et al. IEEE Transactions on Information Forensics and Security
- Robust regional bounding spherical descriptor for 3D face recognition and emotion analysis
- (2015) Yue Ming IMAGE AND VISION COMPUTING
- 3D face recognition in the Fourier domain using deformed circular curves
- (2015) Deokwoo Lee et al. MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING
- 3-D Face Recognition Using Curvelet Local Features
- (2014) S. Elaiwat et al. IEEE SIGNAL PROCESSING LETTERS
- RGB-D-Based Face Reconstruction and Recognition
- (2014) Gee-Sern Jison Hsu et al. IEEE Transactions on Information Forensics and Security
- RGB-D Face Recognition With Texture and Attribute Features
- (2014) Gaurav Goswami et al. IEEE Transactions on Information Forensics and Security
- Towards 3D Face Recognition in the Real: A Registration-Free Approach Using Fine-Grained Matching of 3D Keypoint Descriptors
- (2014) Huibin Li et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Gappy wavelet neural network for 3D occluded faces: detection and recognition
- (2014) Wajdi Bellil et al. MULTIMEDIA TOOLS AND APPLICATIONS
- A survey on facial expression recognition in 3D video sequences
- (2014) Antonios Danelakis et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Expression-robust 3D face recognition via weighted sparse representation of multi-scale and multi-component local normal patterns
- (2014) Huibin Li et al. NEUROCOMPUTING
- Selecting stable keypoints and local descriptors for person identification using 3D face scans
- (2014) Stefano Berretti et al. VISUAL COMPUTER
- Matching 3D face scans using interest points and local histogram descriptors
- (2013) Stefano Berretti et al. COMPUTERS & GRAPHICS-UK
- Face Illumination Manipulation Using a Single Reference Image by Adaptive Layer Decomposition
- (2013) Xiaowu Chen et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- 3-D Face Recognition Under Occlusion Using Masked Projection
- (2013) N. Alyuz et al. IEEE Transactions on Information Forensics and Security
- Iterative Closest Normal Point for 3D Face Recognition
- (2013) Hoda Mohammadzade et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- FaceWarehouse: A 3D Facial Expression Database for Visual Computing
- (2013) Chen Cao et al. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
- Rigid-area orthogonal spectral regression for efficient 3D face recognition
- (2013) Yue Ming NEUROCOMPUTING
- An efficient 3D face recognition approach using local geometrical signatures
- (2013) Yinjie Lei et al. PATTERN RECOGNITION
- meshSIFT: Local surface features for 3D face recognition under expression variations and partial data
- (2012) Dirk Smeets et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- Learning the Spherical Harmonic Features for 3-D Face Recognition
- (2012) Peijiang Liu et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Boosting 3-D-Geometric Features for Efficient Face Recognition and Gender Classification
- (2012) Lahoucine Ballihi et al. IEEE Transactions on Information Forensics and Security
- 3-D Face Recognition Using eLBP-Based Facial Description and Local Feature Hybrid Matching
- (2012) Di Huang et al. IEEE Transactions on Information Forensics and Security
- 3-D Face Recognition With Local Shape Descriptors
- (2012) Tolga Inan et al. IEEE Transactions on Information Forensics and Security
- Sparse Matching of Salient Facial Curves for Recognition of 3-D Faces With Missing Parts
- (2012) Stefano Berretti et al. IEEE Transactions on Information Forensics and Security
- 3D Facial Landmark Detection under Large Yaw and Expression Variations
- (2012) P. Perakis et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Inverse Rendering of Faces with a 3D Morphable Model
- (2012) Oswald Aldrian et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Efficient 3D face recognition handling facial expression and hair occlusion
- (2012) Xiaoli Li et al. IMAGE AND VISION COMPUTING
- Robust sparse bounding sphere for 3D face recognition
- (2012) Yue Ming et al. IMAGE AND VISION COMPUTING
- Static and dynamic 3D facial expression recognition: A comprehensive survey
- (2012) Georgia Sandbach et al. IMAGE AND VISION COMPUTING
- Multi-pose 3D face recognition based on 2D sparse representation
- (2012) Zhe Guo et al. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
- 3D face recognition using local binary patterns
- (2012) Hengliang Tang et al. SIGNAL PROCESSING
- Reconstructing 3D Face Model with Associated Expression Deformation from a Single Face Image via Constructing a Low-Dimensional Expression Deformation Manifold
- (2011) Shu-Fan Wang et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Unconstrained Pose-Invariant Face Recognition Using 3D Generic Elastic Models
- (2011) U. Prabhu et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Using Facial Symmetry to Handle Pose Variations in Real-World 3D Face Recognition
- (2011) G. Passalis et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Robust 3D face recognition based on resolution invariant features
- (2011) Guangpeng Zhang et al. PATTERN RECOGNITION LETTERS
- 2D representation of facial surfaces for multi-pose 3D face recognition
- (2011) Yan-Ning Zhang et al. PATTERN RECOGNITION LETTERS
- Expression modeling for expression-invariant face recognition
- (2010) Frank B. ter Haar et al. COMPUTERS & GRAPHICS-UK
- Regional Registration for Expression Resistant 3-D Face Recognition
- (2010) Neşe Alyuz et al. IEEE Transactions on Information Forensics and Security
- 3D Face Recognition Using Isogeodesic Stripes
- (2010) S Berretti et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Robust 3D Face Recognition by Local Shape Difference Boosting
- (2010) Yueming Wang et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- PCA-based image recombination for multimodal 2D+3D face recognition
- (2010) Gede Putra Kusuma et al. IMAGE AND VISION COMPUTING
- A training-free nose tip detection method from face range images
- (2010) Xiaoming Peng et al. PATTERN RECOGNITION
- 3D Face Recognition Using Simulated Annealing and the Surface Interpenetration Measure
- (2009) C.C. Queirolo et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Automatic 3D face recognition from depth and intensity Gabor features
- (2009) Chenghua Xu et al. PATTERN RECOGNITION
- Deformation Modeling for Robust 3D Face Matching
- (2008) Xiaoguang Lu et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Face Relighting from a Single Image under Arbitrary Unknown Lighting Conditions
- (2008) Yang Wang et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- An Expression Deformation Approach to Non-rigid 3D Face Recognition
- (2008) F. Al-Osaimi et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- An Intrinsic Framework for Analysis of Facial Surfaces
- (2008) Chafik Samir et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- 3D face recognition by constructing deformation invariant image
- (2008) Li Li et al. PATTERN RECOGNITION LETTERS
- Integration of local and global geometrical cues for 3D face recognition
- (2007) F.R. Al-Osaimi et al. PATTERN RECOGNITION
- Unified 3D face and ear recognition using wavelets on geometry images
- (2007) Theoharis Theoharis et al. PATTERN RECOGNITION
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started