Threshold center-symmetric local binary convolutional neural networks for bilingual handwritten digit recognition
E Al-wajih, R Ghazali - Knowledge-Based Systems, 2023 - Elsevier
The writing style of the same writer varies from instance to instance in Arabic and English
handwritten digit recognition, making handwritten digit recognition challenging. Currently …
handwritten digit recognition, making handwritten digit recognition challenging. Currently …
A comparative study of 14 state of art descriptors for face recognition
S Karanwal - Multimedia Tools and Applications, 2021 - Springer
This research paper presents a comparative study between 14 state of art descriptors which
includes Local Binary Pattern (LBP), Median Binary Pattern (MBP), 6× 6 Multiscale Block …
includes Local Binary Pattern (LBP), Median Binary Pattern (MBP), 6× 6 Multiscale Block …
Unconstrained and constrained face recognition using dense local descriptor with ensemble framework
This paper presents an ensemble face recognition system which makes use of the novel
local descriptor called Dense Local Graph Structure (D-LGS) which is exploited from …
local descriptor called Dense Local Graph Structure (D-LGS) which is exploited from …
ETLBP and ERDLBP descriptors for efficient facial image retrieval in CBIR systems
N Arora, SC Sharma - Multimedia Tools and Applications, 2024 - Springer
Abstract The traditional Local Binary Pattern (LBP) employs a 3x3 pixel window and
examines the intensity differences between the center pixel and nearby neighbourhood …
examines the intensity differences between the center pixel and nearby neighbourhood …
Intensity prediction of tropical cyclone using multilayer multi-block local binary pattern and tree-based classifiers over North Indian Ocean
C Kar, S Banerjee - Computers & Geosciences, 2021 - Elsevier
Local binary pattern (LBP) is an extensively used method in image analysis and pattern
recognition related works across various domains. In this paper, we explore cyclone cloud …
recognition related works across various domains. In this paper, we explore cyclone cloud …
An enhanced LBP-based technique with various size of sliding window approach for handwritten Arabic digit recognition
E Al-wajih, R Ghazali - Multimedia Tools and Applications, 2021 - Springer
Many variations of local binary pattern (LBP) were proposed to enhance its performance,
including uniform local binary pattern (ULBP), center-symmetric local binary patterns (CS …
including uniform local binary pattern (ULBP), center-symmetric local binary patterns (CS …
[HTML][HTML] Revolutionizing facial image retrieval: Multi-block and mean based local binary patterns with sign and magnitude analysis
Robust and accurate approaches are in high demand in the field of facial image retrieval
systems. The current methods are not as resilient overall since they mostly rely on sign …
systems. The current methods are not as resilient overall since they mostly rely on sign …
MVM-LBP: Mean− Variance− Median based LBP for face recognition
This paper proposes a novel descriptor called Mean-Variance-Median based Local binary
pattern (MVM-LBP). The Median binary pattern (MBP) calculates the difference between …
pattern (MVM-LBP). The Median binary pattern (MBP) calculates the difference between …
Tropical cyclones classification from satellite images using blocked local binary pattern and histogram analysis
C Kar, S Banerjee - … Techniques and Applications: Proceeding of the …, 2021 - Springer
Classification of tropical cyclone (TC) using cloud pattern is an evolving area of research.
The classification result may use for intensity detection of a TC to mitigate the damage. TC …
The classification result may use for intensity detection of a TC to mitigate the damage. TC …
A novel neural network based image descriptor for texture classification
Nowadays, image processing and artificial intelligence have become popular science areas.
The one of the major problems of the image processing is texture classification. Therefore …
The one of the major problems of the image processing is texture classification. Therefore …