A survey of approaches and challenges in 3D and multi-modal 3D+ 2D face recognition
This survey focuses on recognition performed by matching models of the three-dimensional
shape of the face, either alone or in combination with matching corresponding two …
shape of the face, either alone or in combination with matching corresponding two …
A comprehensive survey on 3D face recognition methods
M Li, B Huang, G Tian - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
Abstract 3D face recognition (3DFR) has emerged as an effective means of characterizing
facial identity over the past several decades. Depending on the types of techniques used in …
facial identity over the past several decades. Depending on the types of techniques used in …
Learning from millions of 3D scans for large-scale 3D face recognition
Deep networks trained on millions of facial images are believed to be closely approaching
human-level performance in face recognition. However, open world face recognition still …
human-level performance in face recognition. However, open world face recognition still …
An efficient multimodal 2D-3D hybrid approach to automatic face recognition
We present a fully automatic face recognition algorithm and demonstrate its performance on
the FRGC v2. 0 data. Our algorithm is multimodal (2D and 3D) and performs hybrid (feature …
the FRGC v2. 0 data. Our algorithm is multimodal (2D and 3D) and performs hybrid (feature …
Three-dimensional face recognition in the presence of facial expressions: An annotated deformable model approach
IA Kakadiaris, G Passalis, G Toderici… - … on pattern analysis …, 2007 - ieeexplore.ieee.org
In this paper, we present the computational tools and a hardware prototype for 3D face
recognition. Full automation is provided through the use of advanced multistage alignment …
recognition. Full automation is provided through the use of advanced multistage alignment …
Multiple nose region matching for 3D face recognition under varying facial expression
An algorithm is proposed for 3D face recognition in the presence of varied facial
expressions. It is based on combining the match scores from matching multiple overlap** …
expressions. It is based on combining the match scores from matching multiple overlap** …
3D face recognition using isogeodesic stripes
In this paper, we present a novel approach to 3D face matching that shows high
effectiveness in distinguishing facial differences between distinct individuals from …
effectiveness in distinguishing facial differences between distinct individuals from …
Keypoint detection and local feature matching for textured 3D face recognition
Holistic face recognition algorithms are sensitive to expressions, illumination, pose,
occlusions and makeup. On the other hand, feature-based algorithms are robust to such …
occlusions and makeup. On the other hand, feature-based algorithms are robust to such …
3d face recognition: Two decades of progress and prospects
Three-dimensional (3D) face recognition has been extensively investigated in the last two
decades due to its wide range of applications in many areas, such as security and forensics …
decades due to its wide range of applications in many areas, such as security and forensics …
Robust 3D face recognition by local shape difference boosting
This paper proposes a new 3D face recognition approach, Collective Shape Difference
Classifier (CSDC), to meet practical application requirements, ie, high recognition …
Classifier (CSDC), to meet practical application requirements, ie, high recognition …