Face Identification

14 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

Attentional Feature-Pair Relation Networks for Accurate Face Recognition

17 Aug 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

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

Understanding Unconventional Preprocessors in Deep Convolutional Neural Networks for Face Identification

27 Mar 2019

Others are termed the unconventional preprocessors, they are: color space converters; HSV, CIE L*a*b* and YCBCR, grey-level resolution preprocessors; full-based and plane-based image quantization, illumination normalization and insensitive feature preprocessing using: histogram equalization (HE), local contrast normalization (LN) and complete face structural pattern (CFSP).

DATA AUGMENTATION FACE IDENTIFICATION FACE RECOGNITION QUANTIZATION TRANSFER LEARNING

Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-Resolution Network

26 Mar 2019

Face super-resolution methods usually aim at producing visually appealing results rather than preserving distinctive features for further face identification.

FACE IDENTIFICATION FACE RECOGNITION FACE VERIFICATION SUPER RESOLUTION

Additional Baseline Metrics for the paper "Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identification"

11 Feb 2019

In this report, we provide additional and corrected results for the paper "Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identification".

FACE IDENTIFICATION

Privacy Partitioning: Protecting User Data During the Deep Learning Inference Phase

7 Dec 2018

We present a practical method for protecting data during the inference phase of deep learning based on bipartite topology threat modeling and an interactive adversarial deep network construction.

FACE IDENTIFICATION

Pairwise Relational Networks using Local Appearance Features for Face Recognition

15 Nov 2018

We propose a new face recognition method, called a pairwise relational network (PRN), which takes local appearance features around landmark points on the feature map, and captures unique pairwise relations with the same identity and discriminative pairwise relations between different identities.

FACE IDENTIFICATION FACE RECOGNITION FACE VERIFICATION

Unique Identification of Macaques for Population Monitoring and Control

2 Nov 2018

Despite loss of natural habitat due to development and urbanization, certain species like the Rhesus macaque have adapted well to the urban environment.

FACE IDENTIFICATION

A Fast and Accurate System for Face Detection, Identification, and Verification

20 Sep 2018

We provide evaluation results of the proposed face detector on challenging unconstrained face detection datasets.

FACE DETECTION FACE IDENTIFICATION FACE RECOGNITION OBJECT DETECTION ROBUST FACE RECOGNITION