Face Alignment

41 papers with code ยท Computer Vision

Face alignment is the task of identifying the geometric structure of faces in digital images, and attempting to obtain a canonical alignment of the face based on translation, scale, and rotation.

( Image credit: 2D-Assisted Self-supervised Learning )

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Latest papers without code

A Transfer Learning approach to Heatmap Regression for Action Unit intensity estimation

14 Apr 2020

Action Units (AUs) are geometrically-based atomic facial muscle movements known to produce appearance changes at specific facial locations.

FACE ALIGNMENT TRANSFER LEARNING

Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion

14 Apr 2020

Head pose estimation and face alignment constitute a backbone preprocessing for many applications relying on face analysis.

FACE ALIGNMENT HEAD POSE ESTIMATION

Unsupervised Performance Analysis of 3D Face Alignment

14 Apr 2020

We empirically show that the proposed pipeline is neither method-biased nor data-biased, and that it can be used to assess both the performance of 3DFA algorithms and the accuracy of annotations of face datasets.

FACE ALIGNMENT

LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood

6 Apr 2020

In this paper, we present a novel framework for jointly predicting landmark locations, associated uncertainties of these predicted locations, and landmark visibilities.

FACE ALIGNMENT

Attentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking

5 Apr 2020

These 1D heatmaps reduce spatial complexity significantly compared to current heatmap regression methods, which use 2D heatmaps to represent the joint distributions of x and y coordinates.

FACE ALIGNMENT FACIAL LANDMARK DETECTION LANDMARK TRACKING QUANTIZATION

Balanced Alignment for Face Recognition: A Joint Learning Approach

23 Mar 2020

There lacks an understanding of how important face alignment is and how it should be performed, for recognition.

FACE ALIGNMENT FACE RECOGNITION

Multistage Model for Robust Face Alignment Using Deep Neural Networks

4 Feb 2020

First, a spatial transformer - generative adversarial network which consists of convolutional layers and residual units is utilized to solve the initialization issues caused by face detectors, such as rotation and scale variations, to obtain improved face bounding boxes for face alignment.

FACE ALIGNMENT ROBUST FACE ALIGNMENT

B-Spline CNNs on Lie groups

ICLR 2020

Group convolutional neural networks (G-CNNs) can be used to improve classical CNNs by equipping them with the geometric structure of groups.

FACE ALIGNMENT

Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos

16 Dec 2019

In this paper, we propose a spatial-temporal relational reasoning networks (STRRN) approach to investigate the problem of omni-supervised face alignment in videos.

FACE ALIGNMENT RELATIONAL REASONING

Face Detection with Feature Pyramids and Landmarks

2 Dec 2019

Accurate face detection and facial landmark localization are crucial to any face recognition system.

FACE ALIGNMENT FACE DETECTION FACE RECOGNITION