OD-LBP: Orthogonal difference-local binary pattern for Face Recognition

S Karanwal, M Diwakar - Digital Signal Processing, 2021 - Elsevier
Most of the local descriptors exists today are based on the relationship between the
neighborhood pixels and the center pixel by considering the 3× 3 spatial window. Moving …

Multichannel decoded local binary patterns for content-based image retrieval

SR Dubey, SK Singh, RK Singh - IEEE transactions on image …, 2016 - ieeexplore.ieee.org
Local binary pattern (LBP) is widely adopted for efficient image feature description and
simplicity. To describe the color images, it is required to combine the LBPs from each …

Micro-expression recognition using color spaces

SJ Wang, WJ Yan, X Li, G Zhao… - … on Image Processing, 2015 - ieeexplore.ieee.org
Micro-expressions are brief involuntary facial expressions that reveal genuine emotions and,
thus, help detect lies. Because of their many promising applications, they have attracted the …

Local feature descriptor for image matching: A survey

C Leng, H Zhang, B Li, G Cai, Z Pei, L He - IEEE Access, 2018 - ieeexplore.ieee.org
Image registration is an important technique in many computer vision applications such as
image fusion, image retrieval, object tracking, face recognition, change detection and so on …

Classification and analysis of android malware images using feature fusion technique

J Singh, D Thakur, T Gera, B Shah, T Abuhmed… - IEEE …, 2021 - ieeexplore.ieee.org
The super packed functionalities and artificial intelligence (AI)-powered applications have
made the Android operating system a big player in the market. Android smartphones have …

Color texture description with novel local binary patterns for effective image retrieval

C Singh, E Walia, KP Kaur - Pattern recognition, 2018 - Elsevier
We propose a novel local color texture descriptor called local binary pattern for color images
(LBPC). The proposed descriptor uses a plane to threshold color pixels in the neighborhood …

Image classification by combining local and global features

L Kabbai, M Abdellaoui, A Douik - The Visual Computer, 2019 - Springer
Several techniques have recently been proposed to extract the features of an image.
Feature extraction is one of the most important steps in various image processing and …

Binary malware image classification using machine learning with local binary pattern

JS Luo, DCT Lo - 2017 IEEE International Conference on Big …, 2017 - ieeexplore.ieee.org
Malware classification is a critical part in the cyber-security. Traditional methodologies for
the malware classification typically use static analysis and dynamic analysis to identify …

Performances of the lbp based algorithm over cnn models for detecting crops and weeds with similar morphologies

VNT Le, S Ahderom, K Alameh - Sensors, 2020 - mdpi.com
Weed invasions pose a threat to agricultural productivity. Weed recognition and detection
play an important role in controlling weeds. The challenging problem of weed detection is …

Influence of normalization and color space to color texture classification

E Cernadas, M Fernandez-Delgado… - Pattern Recognition, 2017 - Elsevier
Color texture classification has recently attracted significant attention due to its multiple
applications. The color texture images depend on the texture surface and its albedo, the …