Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification

RM Anwer, FS Khan, J Van De Weijer… - ISPRS journal of …, 2018 - Elsevier
Designing discriminative powerful texture features robust to realistic imaging conditions is a
challenging computer vision problem with many applications, including material recognition …

2D-LBP: an enhanced local binary feature for texture image classification

B Xiao, K Wang, X Bi, W Li, J Han - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The local binary pattern (LBP) and its variants have shown the effectiveness in texture
images classification, face recognition, and other applications. However, most of these LBP …

Dynamic gesture recognition in the internet of things

G Li, H Wu, G Jiang, S Xu, H Liu - Ieee Access, 2018 - ieeexplore.ieee.org
Gesture recognition based on computer vision has gradually become a hot research
direction in the field of human-computer interaction. The field of human-computer interaction …

Local neighborhood intensity pattern–a new texture feature descriptor for image retrieval

P Banerjee, AK Bhunia, A Bhattacharyya… - Expert Systems with …, 2018 - Elsevier
In this paper, a new texture descriptor based on the local neighborhood intensity difference
is proposed for content based image retrieval (CBIR). For computation of texture features …

Tool wear monitoring using an online, automatic and low cost system based on local texture

MT García-Ordás, E Alegre-Gutiérrez… - Mechanical systems and …, 2018 - Elsevier
In this work we propose a new online, low cost and fast approach based on computer vision
and machine learning to determine whether cutting tools used in edge profile milling …

Local directional ternary pattern: A new texture descriptor for texture classification

A Chahi, Y Ruichek, R Touahni - Computer vision and image …, 2018 - Elsevier
In this paper, the three level descriptions from LTP and the directional features from LDP are
combined to form a new local feature descriptor, referred to as local directional ternary …

Local concave-and-convex micro-structure patterns for texture classification

Y Ruichek - Pattern Recognition, 2018 - Elsevier
Motivated by researching new image texture modeling that improves state-of-the-art LBP
variants and non-LBP descriptors, this paper proposes a novel approach for constructing …

Study on multi-scale window determination for GLCM texture description in high-resolution remote sensing image geo-analysis supported by GIS and domain …

Z Lan, Y Liu - ISPRS International Journal of Geo-Information, 2018 - mdpi.com
Texture features based on the gray-level co-occurrence matrix (GLCM) can effectively
improve classification accuracy in geographical analyses of optical remote sensing (RS) …

Computer-aided diagnosis system for colon abnormalities detection in wireless capsule endoscopy images

S Charfi, ME Ansari - Multimedia Tools and Applications, 2018 - Springer
Wireless capsule endoscopy (WCE) is a novel imaging technique that can travel through
human body and image the small bowel entirely. Therefore, it has been gradually adopted …

Vehicle classification based on images from visible light and thermal cameras

Y Nam, YC Nam - EURASIP journal on image and video processing, 2018 - Springer
We propose novel vehicle detection and classification methods based on images from
visible light and thermal cameras. These methods can be used in real-time smart …