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Recognition of Facial Expressions using Local Mean Binary Pattern [PDF]
ELCVIA Electronic Letters on Computer Vision and Image Analysis, 2017 In this paper, we propose a novel appearance based local feature extraction technique called Local Mean Binary Pattern (LMBP), which efficiently encodes the local texture and global shape of the face.
Mahesh M Goyani, Narendra Patel
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Completed Local Ternary Pattern for Rotation Invariant Texture Classification [PDF]
The Scientific World Journal, 2014 Despite the fact that the two texture descriptors, the completed modeling of Local Binary Pattern (CLBP) and the Completed Local Binary Count (CLBC), have achieved a remarkable accuracy for invariant rotation texture classification, they inherit some ...
Taha H. Rassem, Bee Ee Khoo
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Local Binary Pattern Networks [PDF]
2020 IEEE Winter Conference on Applications of Computer Vision (WACV), 2020 Emerging edge devices such as sensor nodes are increasingly being tasked with non-trivial tasks related to sensor data processing and even application-level inferences from this sensor data. These devices are, however, extraordinarily resource-constrained in terms of CPU power (often Cortex M0-3 class CPUs), available memory (in few KB to MBytes), and ...
Jeng-Hau Lin +5 more
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Local binary pattern‐based reversible data hiding
CAAI Transactions on Intelligence Technology, 2022 A novel local binary pattern‐based reversible data hiding (LBP‐RDH) technique has been suggested to maintain a fair symmetry between the perceptual transparency and hiding capacity. During embedding, the image is divided into various 3×3 blocks.
Monalisa Sahu +3 more
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Completed local binary pattern based speech anti-spoofing
Dianxin kexue, 2021 In view of the fact that the disguised speech detection algorithm based on local binary pattern (LBP) is not effective in detecting the spoofing attack from voice conversion, an anti-spoofing method based on completed local binary pattern (CLBP) was ...
Jian XU +5 more
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A Completed Multiple Threshold Encoding Pattern for Texture Classification
Image Analysis and Stereology, 2023 The binary pattern family has drawn wide attention for texture representation due to its promising performance and simple operation. However, most binary pattern methods focus on local neighborhoods but ignore center pixels.
Bin Li, Yibing Li, Q. M. Jonathan Wu
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Dense Stereo Matching Based on the Directional Local Binary Pattern [PDF]
AUT Journal of Electrical Engineering, 2023 New applications such as 3D graphics, 3D displays, and image-based modeling have made stereo vision an active research area in recent years. In dense disparity map estimation, which is a basic problem in stereo vision, using two left and right images ...
Parisa Bagheri, Ali Fotouhi
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Review of local binary pattern operators in image feature extraction [PDF]
, 2020 With the substantial expansion of image information, image processing and computer vision have significant roles in several applications, including image classification, image segmentation, pattern recognition, and image retrieval.
A. Mostafa, Salama +3 more
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Finger Vein Recognition Using Local Line Binary Pattern
Sensors, 2011 In this paper, a personal verification method using finger vein is presented. Finger vein can be considered more secured compared to other hands based biometric traits such as fingerprint and palm print because the features are inside the human body.
Bakhtiar Affendi Rosdi +2 more
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Local gradient pattern - A novel feature representation for facial expression recognition [PDF]
Journal of Artificial Intelligence and Data Mining, 2014 Many researchers adopt Local Binary Pattern for pattern analysis. However, the long histogram created by Local Binary Pattern is not suitable for large-scale facial database.
Mohammad Islam
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