Radiological images and machine learning: trends, perspectives, and prospects

Z Zhang, E Sejdić - Computers in biology and medicine, 2019 - Elsevier
The application of machine learning to radiological images is an increasingly active
research area that is expected to grow in the next five to ten years. Recent advances in …

A novel content-based image retrieval approach for classification using GLCM features and texture fused LBP variants

M Garg, G Dhiman - Neural Computing and Applications, 2021 - Springer
This paper presents a content-based image retrieval technique that focuses on extraction
and reduction in multiple features. To obtain multi-level decomposition of the image by …

A survey of dental caries segmentation and detection techniques

V Majanga, S Viriri - The Scientific World Journal, 2022 - Wiley Online Library
Dental caries detection, in the past, has been a challenging task given the amount of
information got from various radiographic images. Several methods have been introduced to …

Local neighborhood difference pattern: A new feature descriptor for natural and texture image retrieval

M Verma, B Raman - Multimedia Tools and Applications, 2018 - Springer
A new image retrieval technique using local neighborhood difference pattern (LNDP) has
been proposed for local features. The conventional local binary pattern (LBP) transforms …

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 …

Local tri-directional patterns: A new texture feature descriptor for image retrieval

M Verma, B Raman - Digital Signal Processing, 2016 - Elsevier
Texture is a prominent feature of image and very useful in feature extraction for image
retrieval application. Statistical and structural patterns have been proposed for image …

Retrieval of colour and texture images using local directional peak valley binary pattern

S Gupta, PP Roy, DP Dogra, BG Kim - Pattern Analysis and Applications, 2020 - Springer
Many content-based image retrieval (CBIR) methods are being developed to store more and
more information about images in shorter feature vectors and to improve image retrieval …

Content-based Image Retrieval: A Survey on Local and Global Features Selection, Extraction, Representation and Evaluation Parameters

D Srivastava, SS Singh, B Rajitha, M Verma… - IEEE …, 2023 - ieeexplore.ieee.org
In the era of massive data production through the internet and social media, the volume of
images generated is immense. Storing and retrieving relevant images efficiently pose …

A novel approach inspired by optic nerve characteristics for few-shot occluded face recognition

W Zheng, C Gou, FY Wang - Neurocomputing, 2020 - Elsevier
Although there has been a growing body of work for face recognition, it is still a challenging
task for faces under occlusion with limited training samples. In this work, we propose a novel …

Mean distance local binary pattern: a novel technique for color and texture image retrieval for liver ultrasound images

AK Bedi, RK Sunkaria - Multimedia Tools and Applications, 2021 - Springer
A rapid growth in medical ultrasound database makes it difficult for medical practitioners to
manage and search relevant data with good efficiency. Hence, a novel image retrieval …