Face feature extraction and recognition via local binary pattern and two-dimensional locality preserving projection
In this paper, we propose a novel face feature extraction approach based on Local Binary Pattern (LBP) and Two Dimensional Locality Preserving Projections (2DLPP) to enhance the texture features and preserve the space structure properties of a face image. LBP is firstly used to remove the effect of...
| Main Authors: | Zhou, L., Wang, H., Liu, Wan-Quan, Lu, Z. |
|---|---|
| Format: | Journal Article |
| Published: |
Springer
2018
|
| Online Access: | http://hdl.handle.net/20.500.11937/74042 |
Similar Items
Face recognition based on curvelets and local binary pattern features via using local property preservation
by: Zhou, L., et al.
Published: (2014)
by: Zhou, L., et al.
Published: (2014)
Face recognition via two dimensional locality preserving projection in frequency domain
by: Lu, C., et al.
Published: (2010)
by: Lu, C., et al.
Published: (2010)
Face recognition based two dimensional locality preserving projection in frequency domain
by: Lu, C., et al.
Published: (2012)
by: Lu, C., et al.
Published: (2012)
Face recognition via curvelets and local ternary pattern-based features
by: Zhou, L., et al.
Published: (2014)
by: Zhou, L., et al.
Published: (2014)
Gender Recognition via Locality Preserving Tensor Analysis on Face Images
by: Qiu, H., et al.
Published: (2010)
by: Qiu, H., et al.
Published: (2010)
Ridge Regression for Two Dimensional Locality Preserving Projection
by: Nguyen, Nam, et al.
Published: (2008)
by: Nguyen, Nam, et al.
Published: (2008)
Face recognition via local preserving average neighbourhood margin maximization and extreme learning machine
by: Chen, Xiaoming, et al.
Published: (2012)
by: Chen, Xiaoming, et al.
Published: (2012)
Regularized locality preserving discriminant embedding for face recognition
by: Pang, Ying Han, et al.
Published: (2012)
by: Pang, Ying Han, et al.
Published: (2012)
Margin preserving projection for image set based face recognition
by: Fan, K., et al.
Published: (2011)
by: Fan, K., et al.
Published: (2011)
Exploiting side information in locality preserving projection
by: An, Senjian, et al.
Published: (2008)
by: An, Senjian, et al.
Published: (2008)
A modularly vectorized two dimensional LDA for face recognition
by: Jvmahong, H., et al.
Published: (2012)
by: Jvmahong, H., et al.
Published: (2012)
Review of local binary pattern operators in image feature extraction
by: Hamad Khaleefah, Shihab, et al.
Published: (2020)
by: Hamad Khaleefah, Shihab, et al.
Published: (2020)
Development of a robust multi-scale featured local binary pattern for improved facial expression recognition
by: Suraiya, Y., et al.
Published: (2020)
by: Suraiya, Y., et al.
Published: (2020)
Real-time face recognition system in smart classroom using Haar cascade and local binary pattern model
by: Mohamed, Raihani, et al.
Published: (2022)
by: Mohamed, Raihani, et al.
Published: (2022)
A new rearrange modular two-dimensional LDA for face recognition
by: Huxidan, J., et al.
Published: (2011)
by: Huxidan, J., et al.
Published: (2011)
Improved Local Line Binary Pattern
(Illbp): An Improved Lbp-Based Biometric
Descriptor For Face And Finger Vein
Recognition
by: Chaiwuh, Shing
Published: (2013)
by: Chaiwuh, Shing
Published: (2013)
Face recognition using local geometrical features - PCA with Euclidean classifier
by: Khalid, Fatimah, et al.
Published: (2008)
by: Khalid, Fatimah, et al.
Published: (2008)
Recognizing faces with normalized local Gabor features and Spiking Neuron Patterns
by: Kamaruzaman, Fadhlan, et al.
Published: (2016)
by: Kamaruzaman, Fadhlan, et al.
Published: (2016)
3D face recognition using multiple features for local depth information
by: Khalid, Fatimah, et al.
Published: (2009)
by: Khalid, Fatimah, et al.
Published: (2009)
Dynamic fast local Laplacian completed local ternary pattern (dynamic FLapCLTP) for face recognition
by: Sam, Yin Yee
Published: (2020)
by: Sam, Yin Yee
Published: (2020)
Unsupervised Iterative Manifold Alignment via Local Feature Histograms
by: Fan, Ke, et al.
Published: (2014)
by: Fan, Ke, et al.
Published: (2014)
Face Recognition Using Completed Local Ternary Pattern (CLTP) Texture Descriptor
by: Rassem, Taha H., et al.
Published: (2017)
by: Rassem, Taha H., et al.
Published: (2017)
Face recognition using laplacian completed local ternary pattern (LapCLTP)
by: Sam, Yin Yee, et al.
Published: (2020)
by: Sam, Yin Yee, et al.
Published: (2020)
Performance Evaluation of Completed Local Ternary Pattern (CLTP) for Face Image Recognition
by: Sam, Yin Yee, et al.
Published: (2019)
by: Sam, Yin Yee, et al.
Published: (2019)
A novel statistical feature analysis-based global and local method for face recognition
by: Ahmed Talab, Mohammed, et al.
Published: (2020)
by: Ahmed Talab, Mohammed, et al.
Published: (2020)
Implementing Centre-Symmetric Local Binary Pattern (CS-LBP) In Raspberry PI For Iris Recognition
by: Abdullah, Muhammad Firdaus
Published: (2018)
by: Abdullah, Muhammad Firdaus
Published: (2018)
Face Recognition via the Overlapping Energy Histogram
by: Tjahyadi, Ronny, et al.
Published: (2007)
by: Tjahyadi, Ronny, et al.
Published: (2007)
Supervised Locally Linear Embedding in face recognition
by: Ying Han, Pang, et al.
Published: (2008)
by: Ying Han, Pang, et al.
Published: (2008)
Fully automatic 3D facial expression recognition using local depth features
by: Xue, Mingliang, et al.
Published: (2014)
by: Xue, Mingliang, et al.
Published: (2014)
Soft biometrics: gender recognition from unconstrained face images using local feature descriptor
by: Arigbabu, Olasimbo Ayodeji, et al.
Published: (2015)
by: Arigbabu, Olasimbo Ayodeji, et al.
Published: (2015)
Intrinsic two-dimensional local structures for micro-expression recognition
by: Oh, Y., et al.
Published: (2016)
by: Oh, Y., et al.
Published: (2016)
Face recognition using illumination-invariant local patches
by: Shafie, Amir Akramin, et al.
Published: (2014)
by: Shafie, Amir Akramin, et al.
Published: (2014)
Neighbourhood Discriminant Locally Linear Embedding in Face Recognition
by: Han, Pang Ying, et al.
Published: (2008)
by: Han, Pang Ying, et al.
Published: (2008)
Feature selection via dimensionality reduction for object class recognition
by: Manshor, Noridayu, et al.
Published: (2011)
by: Manshor, Noridayu, et al.
Published: (2011)
2.5D face landmarking via scale-invariant feature extraction and centroid localization
by: Suk, Ting Pui, et al.
Published: (2016)
by: Suk, Ting Pui, et al.
Published: (2016)
A simplified GLRAM algorithm for face recognition
by: Lu, C., et al.
Published: (2008)
by: Lu, C., et al.
Published: (2008)
Double sides 2DPCA for face recognition
by: Lu, C., et al.
Published: (2008)
by: Lu, C., et al.
Published: (2008)
Robust Face Recognition via Multi-channel Models and Feature Selection
by: Alrjebi, Mustafa M M
Published: (2017)
by: Alrjebi, Mustafa M M
Published: (2017)
Face recognition for varying illumination and different optical zoom using a combination of binary and geometric features
by: Khalid, Fatimah, et al.
Published: (2020)
by: Khalid, Fatimah, et al.
Published: (2020)
A texture descriptor: BackGround Local Binary Pattern (BGLBP)
by: Davarpanah, Seyed Hashem, et al.
Published: (2015)
by: Davarpanah, Seyed Hashem, et al.
Published: (2015)
Similar Items
-
Face recognition based on curvelets and local binary pattern features via using local property preservation
by: Zhou, L., et al.
Published: (2014) -
Face recognition via two dimensional locality preserving projection in frequency domain
by: Lu, C., et al.
Published: (2010) -
Face recognition based two dimensional locality preserving projection in frequency domain
by: Lu, C., et al.
Published: (2012) -
Face recognition via curvelets and local ternary pattern-based features
by: Zhou, L., et al.
Published: (2014) -
Gender Recognition via Locality Preserving Tensor Analysis on Face Images
by: Qiu, H., et al.
Published: (2010)