Three-dimensional local binary patterns for hyperspectral imagery classification

S Jia, J Hu, J Zhu, X Jia, Q Li - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The local binary pattern (LBP) is a simple and efficient texture descriptor for image
processing. Recently, LBP has been introduced for feature extraction of hyperspectral …

[PDF][PDF] Hyperspectral image classification using convolutional neural network and two-dimensional complex Gabor transform

K Hanbay - Journal of the Faculty of Engineering and …, 2020 - scholar.archive.org
Purpose: The aim of this study is to investigate the contribution of the 2-dimensional complex
Gabor transform to deep convolutional neural network architectures. The performance of the …

Multimodal biomedical image fusion method via rolling guidance filter and deep convolutional neural networks

J Fu, W Li, A Ouyang, B He - Optik, 2021 - Elsevier
Recently, numerous image fusion algorithms have been proposed and widely used in the
biomedical field. However, most existing algorithms have low luminance, blurry edges and …

Deep Learning Framework for Identification of Leaf Diseases in Native Plants of Tamil Nadu Geographical Region

K Kavitha, S Naveena - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Plant pathogens are a prominent cause of reduced yields, resulting in decreased crop
yields. Scientists are striving to develop a mechanism for identifying plant ailments in order …

Fuzzy threshold-based uniform local binary patterns for hyperspectral imagery classification

S Jia, J Hu, L Deng, H Su - 2016 8th Workshop on …, 2016 - ieeexplore.ieee.org
Local binary patterns (LBP) is a simple and efficient texture description operator, and the
improved “uniform” local binary patterns (uLBP) has been proved to be a powerful feature …

[PDF][PDF] Evrişimsel sinir ağı ve iki-boyutlu karmaşık gabor dönüşümü kullanılarak hiperspektral görüntü sınıflandırma

K Hanbay - Gazi Üniversitesi Mühendislik Mimarlık Fakültesi …, 2020 - dergipark.org.tr
Bu çalışmada 2-boyutlu karmaşık Gabor filtreleme ve derin evrişimsel sinir ağları
kullanılarak yeni bir hiperspektral görüntü sınıflandırma yöntemi önerilmiştir. Derin öğrenilen …

[PDF][PDF] Application of Convolutional Neural Networks and Rolling Guidance Filter in Image Fusion for Detecting Brain Tumors

S Karthikeyan, P Velmurugadass - researchgate.net
Medical image fusion is the technique of integrating images from several medical imaging
modalities without causing any distortion or information loss. By preserving every feature in …

The methods for two-dimensional fiber spectra extraction

J **e, J Li, H Wang, W Zeng… - 2016 12th International …, 2016 - ieeexplore.ieee.org
Astronomy is an observation-based discipline which can obtain the important information
about target stars by their spectrum. The two-dimensional fiber spectra contains abundant …

基于量子纠错比特编码算法的运动模糊图像重建研究

熊娟, 罗鑫 - Journal of Quantum Optics, 2015 - opticsjournal.net
摘要为了提高运动模糊图像重建质量, 提出量子纠错比特编码算法. 首先量子按比特模2
加进行编码, 利用探测粒子态发现错误编码; 然后Pauli 矩阵的四个算子自检进行纠错; …