Convolutional aggregation of local evidence for large pose face alignment

QR Code

Convolutional aggregation of local evidence for large pose face alignment

Methods for unconstrained face alignment must satisfy two requirements: they must not rely on accurate initialisation/face detection and they should perform equally well for the whole spectrum of facial poses. To the best of our knowledge, there are no methods meeting these requirements to satisfact...

Full description

Bibliographic Details
Main Authors:	Bulat, Adrian, Tzimiropoulos, Georgios
Format:	Conference or Workshop Item
Published:	2016
Online Access:	https://eprints.nottingham.ac.uk/37236/

Similar Items

Binarized convolutional landmark localizers for human pose estimation and face alignment with limited resources
by: Bulat, Adrian, et al.
Published: (2017)

Human pose estimation via convolutional part heatmap regression
by: Bulat, Adrian, et al.
Published: (2016)

Super-FAN: integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs
by: Bulat, Adrian, et al.
Published: (2018)

Large pose 3D face reconstruction from a single image via direct volumetric CNN regression
by: Jackson, Aaron S., et al.
Published: (2017)

How far are we from solving the 2D & 3D face alignment problem? (and a dataset of 230,000 3D facial landmarks)
by: Bulat, Adrian, et al.
Published: (2017)

Project-out cascaded regression with an application to face alignment
by: Tzimiropoulos, Georgios
Published: (2015)

Deep learning for real world face alignment
by: Bulat, Adrian
Published: (2019)

Robust and efficient parametric face alignment
by: Tzimiropoulos, Georgios, et al.
Published: (2011)

Gauss-Newton Deformable Part Models for face alignment in-the-wild
by: Tzimiropoulos, Georgios, et al.
Published: (2014)

Active orientation models for face alignment in-the-wild
by: Tzimiropoulos, Georgios, et al.
Published: (2014)

Synergy between face alignment and tracking via Discriminative Global Consensus Optimization
by: Khan, Muhammad Haris, et al.
Published: (2017)

3D face registration across pose variation and facial expression using cross profile alignment
by: Anuar, Laili Hayati
Published: (2011)

From pixels to response maps: discriminative image filtering for face alignment in the wild
by: Asthana, Akshay, et al.
Published: (2014)

Human pose stream for multi-stream convolutional network in video action classification
by: Tan, Jackson Zhe Sheng
Published: (2018)

300 Faces in-the-Wild Challenge: the first facial landmark localization challenge
by: Sagonas, Christos, et al.
Published: (2013)

Discriminant auto encoders for face recognition with expression and pose variations
by: Pathirage, C., et al.
Published: (2017)

Optimal metric selection for improved multi-pose face recognition with group information
by: Zhang, X., et al.
Published: (2012)

Using Kinect for face recognition under varying poses, expressions, illumination and disguise
by: Li, Billy, et al.
Published: (2013)

Face Pose Estimation From Video Sequence Using Dynamic Bayesian Network.
by: A. Suandi, Shahrel, et al.
Published: (2008)

Principal component analysis of image gradient orientations for face recognition
by: Tzimiropoulos, Georgios, et al.
Published: (2011)

Robust learning from normals for 3D face recognition
by: Marras, Ioannis, et al.
Published: (2012)

Initial Experimental Results of Real-Time Variant Pose Face Detection and Tracking System
by: Nur Baiti, Zahir, et al.
Published: (2013)

Subspace analysis of arbitrarily many linear filter responses with an application to face tracking
by: Zafeiriou, Stefanos, et al.
Published: (2011)

FFT-based estimation of large motions in images: a robust gradient-based approach
by: Tzimiropoulos, Georgios, et al.
Published: (2009)

Comparative Analysis of MTCNN and Haar Cascades for Face Detection in Images with Variation in Yaw Poses and Facial Occlusions
by: Naser, Omer Abdulhaleem, et al.
Published: (2025)

300 faces in-the-wild challenge: database and results
by: Sagonas, Christos, et al.
Published: (2016)

The challenges posed by equine arboviruses
by: Chapman, Gail Elaine, et al.
Published: (2018)

Carriers pose highest risk
by: Tang, Ashley
Published: (2020)

Face recognition using the convolutional neural network for barrier gate system
by: Mochammad Langgeng, Prasetyo, et al.
Published: (2021)

Multimodal fingerprint and face biometrics with fragile watermarking and convolutional neural network
by: Najih, Abdulmawla
Published: (2020)

Face detection based on Haar cascade and Convolution Neural Network (CNN)
by: Mohd Ariffin, Noor Afiza, et al.
Published: (2025)

Regularized kernel discriminant analysis with a robust kernel for face recognition and verification
by: Zafeiriou, Stefanos, et al.
Published: (2012)

Nose tip region detection in 3D facial model across large pose variation and facial expression
by: Anuar, Laili Hayati, et al.
Published: (2010)

Cascaded continuous regression for real-time incremental face tracking
by: Sánchez Lozano, Enrique, et al.
Published: (2016)

A systematic literature review on the problem-posing strategies for biology problem-posing multimedia module design
by: Ab. Wahid, Nor Tutiaini, et al.
Published: (2018)

Bidirectional relighting for 3D-aided 2D face recognition
by: Toderici, George, et al.
Published: (2010)

Super-low resolution face recognition using integrated Efficient Sub-Pixel Convolutional Neural Network (ESPCN) and Convolutional Neural Network (CNN)
by: Talab, Mohammed Ahmed, et al.
Published: (2019)

Human upper body pose region estimation
by: Bilal, Sara Mohammed Osman Saleh, et al.
Published: (2013)

The internet poses unique challenges for drug prohibition.
by: Barratt, Monica
Published: (2012)

A review of machine vision pose measurement
by: Xiaoxiao, Wang, et al.
Published: (2024)