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Face description using electric virtual binary pattern (EVBP): application to face recognition

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0 Published in 2018 at "Multimedia Tools and Applications"

DOI: 10.1007/s11042-018-5932-6

Abstract: In this paper, we present a novel efficient face description method called Electric Virtual Binary Pattern (EVBP). The main idea of EVBP descriptor is to combine Local Binary Pattern (LBP) and our new Model based… read more here.

Keywords: face; face description; binary pattern; electric virtual ... See more keywords

Local binary pattern-based discriminant graph construction for dimensionality reduction with application to face recognition

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0 Published in 2019 at "Multimedia Tools and Applications"

DOI: 10.1007/s11042-019-7518-3

Abstract: Graph construction has attracted increasing interest in recent years due to its key role in many dimensionality reduction (DR) algorithms. On the other hand, our previous study shows that the Local-Binary-Pattern Image (LBPI) representation is… read more here.

Keywords: discriminant graph; graph; graph construction; dimensionality reduction ... See more keywords

Classification of Coral Reef Submarine Images and Videos Using a Novel Z with Tilted Z Local Binary Pattern (Z⊕TZLBP)

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1 Published in 2018 at "Wireless Personal Communications"

DOI: 10.1007/s11277-017-4981-x

Abstract: In this paper, a novel feature descriptor named Z with Tilted Z Local Binary Pattern (Z⊕TZLBP) is proposed for extracting coral reef image features efficiently. The aim is to reduce LBP’s computational complexity by reducing… read more here.

Keywords: classification; pattern; pattern tzlbp; tilted local ... See more keywords

Potential of Multi-scale Completed Local Binary Pattern for Object Based Classification of Very High Spatial Resolution Imagery

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0 Published in 2021 at "Journal of the Indian Society of Remote Sensing"

DOI: 10.1007/s12524-021-01311-y

Abstract: This paper explores the potentiality of using the completed local binary pattern (CLBP) for the classification of an urbanized oasis area situated in southeastern Tunisia, in very high spatial resolution GeoEye imagery. To further improve… read more here.

Keywords: classification; binary pattern; completed local; local binary ... See more keywords

Graph Based Structure Binary Pattern for Face Analysis

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1 Published in 2021 at "Optik"

DOI: 10.1016/j.ijleo.2021.166965

Abstract: Abstract This work presents novel LBP variant so-called Graph Based Structure Binary Pattern (GBSBP) in different challenges. By considering 3×5 & 5×3 pixel windows, 4 graphs are created & each graph structure is injected with… read more here.

Keywords: binary pattern; structure binary; structure; based structure ... See more keywords

Hyperspectral image classification based on local binary pattern and broad learning system

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0 Published in 2020 at "International Journal of Remote Sensing"

DOI: 10.1080/01431161.2020.1798553

Abstract: ABSTRACT In the hyperspectral classification, the combination of spectral information and spatial information has received more attention. Especially in the deep learning methods, massive spatial-spectral features which are helpful for improving the classification performance can… read more here.

Keywords: broad learning; classification; information; learning system ... See more keywords

Cost-Efficient Super-Resolution Hardware Using Local Binary Pattern Classification and Linear Mapping for Real-Time 4K Conversion

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0 Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.3036828

Abstract: We propose a new hardware-friendly super-resolution (SR) algorithm using computationally simple feature extraction and regression methods, i.e., local binary pattern (LBP) and linear mapping, respectively. The proposed method pre-trains dedicated linear mapping kernels for different… read more here.

Keywords: super resolution; hardware; local binary; linear mapping ... See more keywords

Cross-Complementary Local Binary Pattern for Robust Texture Classification

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0 Published in 2019 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2018.2881544

Abstract: The performance of local binary pattern (LBP) and many LBP-based variants is usually limited by rotation, illumination, scale, viewpoint, and the number of training samples. In view of this, this letter presents a robust image… read more here.

Keywords: texture; texture classification; local binary; binary pattern ... See more keywords

A Privacy-Preserving Outsourcing Scheme for Image Local Binary Pattern in Secure Industrial Internet of Things

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1 Published in 2020 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2019.2913217

Abstract: In the era of Industrial Internet of Things (IIoT), huge amounts of data are generated, and companies are highly motivated to store the data on cloud servers for cost saving and efficient application. However, the… read more here.

Keywords: internet things; industrial internet; local binary; image ... See more keywords

Local binary pattern variants-based adaptive texture features analysis for posed and nonposed facial expression recognition

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0 Published in 2017 at "Journal of Electronic Imaging"

DOI: 10.1117/1.jei.26.5.053017

Abstract: Abstract. Facial expression recognition (FER) is an important task for various computer vision applications. The task becomes challenging when it requires the detection and encoding of macro- and micropatterns of facial expressions. We present a… read more here.

Keywords: lbp; binary pattern; facial expression; texture ... See more keywords

Facial Expression Recognition from Video Sequences Based on Spatial-Temporal Motion Local Binary Pattern and Gabor Multiorientation Fusion Histogram

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0 Published in 2017 at "Mathematical Problems in Engineering"

DOI: 10.1155/2017/7206041

Abstract: This paper proposes novel framework for facial expressions analysis using dynamic and static information in video sequences. First, based on incremental formulation, discriminative deformable face alignment method is adapted to locate facial points to correct… read more here.

Keywords: local binary; video sequences; spatial temporal; binary pattern ... See more keywords