Robust Face Recognition via Multi-channel Models and Feature Selection

QR Code

Robust Face Recognition via Multi-channel Models and Feature Selection

This thesis proposes various novel approaches to improve the performance of face recognition via using multi channels for face image representation. Methods proposed in this thesis are designed to solve different face recognition problems including Opened Mouth, Occlusions, Illumination variations,...

Full description

Bibliographic Details
Main Author:	Alrjebi, Mustafa M M
Format:	Thesis
Published:	Curtin University 2017
Online Access:	http://hdl.handle.net/20.500.11937/66074

Similar Items

Face recognition against occlusions via colour fusion using 2D-MCF model and SRC
by: Alrjebi, M., et al.
Published: (2017)

Face recognition against illuminations using two directional multi-level threshold-LBP and DCT
by: Alrjebi, M., et al.
Published: (2018)

Face Recognition against Mouth Shape Variations
by: Alrjebi, M., et al.
Published: (2016)

Two directional multiple colour fusion for face recognition
by: Alrjebi, M., et al.
Published: (2016)

A robust face recognition system
by: Pang, Ying Han, et al.
Published: (2005)

Face recognition via curvelets and local ternary pattern-based features
by: Zhou, L., et al.
Published: (2014)

Tensor Based Robust Color Face Recognition
by: Li, Billy, et al.
Published: (2012)

Stacked Face De-Noising Auto Encoders for Expression-Robust Face Recognition
by: Pathirage, C., et al.
Published: (2016)

Feature selection method based on sparse representation classification for face recognition
by: Boon, Yinn Xi *, et al.
Published: (2014)

Robust RGB-D face recognition using Kinect sensor
by: Li, B., et al.
Published: (2015)

Robust Face Recognition based on Color and Depth Information
by: Li, Billy Y.L.
Published: (2013)

Robust face recognition against expressions and partial occlusions
by: Hafiz, Fadhlan Kamaru Zaman, et al.
Published: (2016)

Innovative sparse representation algorithms for robust face recognition
by: Qui, Huining, et al.
Published: (2011)

Development of a robust multi-scale featured local binary pattern for improved facial expression recognition
by: Suraiya, Y., et al.
Published: (2020)

Feature selection via dimensionality reduction for object class recognition
by: Manshor, Noridayu, et al.
Published: (2011)

Multi local feature selection using genetic algorithm for face identification
by: Chu, Kai Chuan
Published: (2007)

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

A robust face recognition approach against variant illumination
by: Zhou, L., et al.
Published: (2012)

Robust face recognition by utilizing colour information and sparse representation
by: Li, Billy, et al.
Published: (2014)

A fast extension for sparse representation on robust face recognition
by: Qiu, Hui-ning, et al.
Published: (2010)

Face feature extraction and recognition via local binary pattern and two-dimensional locality preserving projection
by: Zhou, L., et al.
Published: (2018)

Face recognition based on curvelets and local binary pattern features via using local property preservation
by: Zhou, L., et al.
Published: (2014)

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

Robust blurred palmprint recognition via the fast Vese-Osher model
by: Hong, D., et al.
Published: (2014)

Face Recognition via the Overlapping Energy Histogram
by: Tjahyadi, Ronny, et al.
Published: (2007)

Multibiometric human recognition using 3D ear and face features
by: Islam, Shams, et al.
Published: (2013)

Multiview face emotion recognition using geometrical and texture features
by: Goodarzi, Farhad
Published: (2017)

Optimizing Feature Extraction using PSO-LDA for Face Recognition
by: Muda, A. K., et al.
Published: (2012)

Development of a face recognition system using artificial intelligent techniques based on hybrid feature selection
by: Chu, Kai Chuan, et al.
Published: (2006)

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

A fast ℓ1-solver and its applications to robust face recognition
by: Qiu, H., et al.
Published: (2012)

Multi-camera face detection and recognition in an unconstrained environment
by: Lee, Kian Huang
Published: (2023)

Expression invariant face recognition using multi-stage 3D face fitting with 3D morphable face model
by: Alomari, Abdallah A., et al.
Published: (2010)

Face recognition using local geometrical features - PCA with Euclidean classifier
by: Khalid, Fatimah, et al.
Published: (2008)

Robust and Multi-objective Portfolio Selection
by: Jiang, Lin
Published: (2020)

Speedup robust features based unsupervised place recognition for assistive mobile robot
by: Karasfi, Babak, et al.
Published: (2011)

Recognition of food with monotonous appearance using speeded-up robust feature (SURF)
by: Razali, Mohd Norhisham, et al.
Published: (2018)

Mixed-norm sparse representation for multi view face recognition
by: Zhang, X., et al.
Published: (2015)

A novel statistical feature analysis-based global and localmethod for face recognition
by: Talab, Mohammed Ahmed, et al.
Published: (2020)

Face recognition using bit-plane feature extraction approach in neutal networks
by: Ting, Kung Chuang
Published: (2009)

Cannot write session to /tmp/vufind_sessions/sess_8v2c18135fsvl6rlh2q2rmim5l