Medical image retrieval based on convolutional neural network and supervised hashing

Y Cai, Y Li, C Qiu, J Ma, X Gao - IEEE access, 2019 - ieeexplore.ieee.org
In recent years, with extensive application in image retrieval and other tasks, a convolutional
neural network (CNN) has achieved outstanding performance. In this paper, a new content …

Dynamic texture classification using unsupervised 3d filter learning and local binary encoding

X Zhao, Y Lin, L Liu, J Heikkilä… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Local binary descriptors, such as local binary pattern (LBP) and its various variants, have
been studied extensively in texture and dynamic texture analysis due to their outstanding …

Emphysema medical image classification using fuzzy decision tree with fuzzy particle swarm optimization clustering

SJ Narayanan, R Soundrapandiyan, B Perumal… - … : Proceedings of the …, 2019 - Springer
Automated classification of medical images using machine learning methods has portrayed
a vital role in the field of medical diagnosis. In the research work presented in this paper, the …

Volumes of blurred-invariant Gaussians for dynamic texture classification

TT Nguyen, TP Nguyen, F Bouchara, NS Vu - Computer Analysis of …, 2019 - Springer
An effective model, which jointly captures shape and motion cues, for dynamic texture (DT)
description is introduced by taking into account advantages of volumes of blurred-invariant …

Smooth-invariant gaussian features for dynamic texture recognition

TT Nguyen, TP Nguyen… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
An efficient framework for dynamic texture (DT) representation is proposed by exploiting
local features based on Local Binary Patterns (LBP) from filtered images. First, Gaussian …

A vision-based amateur drone detection algorithm for public safety applications

K Abbasi, A Batool, MA Asghar, A Saeed… - 2019 UK/China …, 2019 - ieeexplore.ieee.org
Drones will be widely used in the smart cities of the future for the wireless approach,
supplying goods, and for conserving the security of smart cities. Apart from the various …

Investigation of a multi-sensor data fusion technique for the fault diagnosis of gearboxes

J He, S Yang, E Papatheou, X Xiong… - Proceedings of the …, 2019 - journals.sagepub.com
Gearbox is the key functional unit in a mechanical transmission system. As its operating
condition being complex and the interference transmitting from diverse paths, the vibration …

Fingerprint image classification using local diagonal and directional extrema patterns

A Manickam, R Haldar, SM Saqlain… - Journal of …, 2019 - spiedigitallibrary.org
Proper classification of fingerprints still poses difficult issues in large-scale databases due to
ambiguity in intraclass and interclass structures, discontinuity in low-quality images, and …

Elucidation of Differential Nano-Textural Attributes for Normal Oral Mucosa and Pre-Cancer

D Nawn, S Chatterjee, A Anura, S Bag… - Microscopy and …, 2019 - academic.oup.com
Computational analysis on altered micro-nano-textural attributes of the oral mucosa may
provide precise diagnostic information about oral potentially malignant disorders (OPMDs) …

Compact Dominant Synergistic Excitation Pattern Learning for Illumination-Insensitive Image Representation With Boosting

T Gao, T Chen, CC Wang, Z Liu, W Lu, YH Li - IEEE Access, 2019 - ieeexplore.ieee.org
Illumination-insensitive image representation is a great challenge in the computer vision
field. Illumination variations considerably obstruct the effectiveness of image feature …