Face Identification

17 papers with code ยท Computer Vision

Face identification is the task of matching a given face image to one in an existing database of faces. It is the second part of face recognition (the first part being detection). It is a one-to-many mapping: you have to find an unknown person in a database to find who that person is.

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Latest papers without code

Single Unit Status in Deep Convolutional Neural Network Codes for Face Identification: Sparseness Redefined

14 Feb 2020

Therefore, distributed and sparse codes co-exist in the network units to represent different face attributes.

FACE IDENTIFICATION VIEWPOINT ESTIMATION

M^2 Deep-ID: A Novel Model for Multi-View Face Identification Using Convolutional Deep Neural Networks

22 Jan 2020

Despite significant advances in Deep Face Recognition (DFR) systems, introducing new DFRs under specific constraints such as varying pose still remains a big challenge.

FACE IDENTIFICATION FACE RECOGNITION

Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification

9 Jan 2020

This modest difference in accuracy demonstrates that face recognition systems using deep learning work better for individuals they are trained on, which has serious privacy implications when one considers all major open source face recognition training datasets do not obtain informed consent from individuals during their collection.

FACE IDENTIFICATION FACE RECOGNITION FACE VERIFICATION

NESTED LEARNING FOR MULTI-GRANULAR TASKS

ICLR 2020

Since the network can be naturally trained with mixed data labeled at different levels of nested details, we also study what is the most efficient way of annotating data, when a fixed training budget is given and the cost of labels increases with the levels in the nested hierarchy.

FACE IDENTIFICATION OBJECT RECOGNITION

Attentional Feature-Pair Relation Networks for Accurate Face Recognition

ICCV 2019

In this paper, we propose a novel face recognition method, called Attentional Feature-pair Relation Network (AFRN), which represents the face by the relevant pairs of local appearance block features with their attention scores.

FACE IDENTIFICATION FACE RECOGNITION FACE VERIFICATION ROBUST FACE RECOGNITION

Attentional Feature-Pair Relation Networks for Accurate Face Recognition

ICCV 2019

In this paper, we propose a novel face recognition method, called Attentional Feature-pair Relation Network (AFRN), which represents the face by the relevant pairs of local appearance block features with their attention scores.

FACE IDENTIFICATION FACE RECOGNITION FACE VERIFICATION ROBUST FACE RECOGNITION

Primate Face Identification in the Wild

3 Jul 2019

This loss of habitat has skewed the population of several non-human primate species like chimpanzees and macaques and has constrained them to co-exist in close proximity of human settlements, often leading to human-wildlife conflicts while competing for resources.

FACE IDENTIFICATION OPEN SET LEARNING

Robustness Analysis of Face Obscuration

13 May 2019

Face obscuration is needed by law enforcement and mass media outlets to guarantee privacy.

FACE IDENTIFICATION

Face Identification using Local Ternary Tree Pattern based Spatial Structural Components

2 May 2019

The LTTP has been proposed to extract robust and discriminatory spatial features from a face image as this descriptor can be used to best describe the various structural components of a face.

FACE IDENTIFICATION