Results 101 to 110 of about 2,627,069 (171)

3-D Sharpened Cosine Similarity Operation for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Due to the advantage of high spectral resolution, hyperspectral imaging techniques have been extensively used in a variety of fields. Hyperspectral images (HSIs) classification is one of the fundamental tasks and attracts significant research interest ...
Xin Qiao, Swalpa Kumar Roy, Weimin Huang
doaj   +1 more source

Unsupervised Scale-Conditioned Hyperspectral and Multispectral Image Fusion via a Frequency–Spatial Dual-Domain Network

Remote Sensing
Hyperspectral–multispectral image fusion reconstructs high-spatial-resolution hyperspectral images (HR-HSIs) by combining low-resolution hyperspectral images (LR-HSIs) with high-resolution multispectral images (HR-MSIs). Many methods only support integer
Peng Tang, Ke Zheng, Jiaxin Li, Haoyang Yu, Xu Sun   +4 more
doaj   +1 more source

iVision HHID: Handwritten Hyperspectral Images Dataset for Benchmarking Hyperspectral Imaging-based Document Forensic Analysis

We present a dataset of hyperspectral images of handwriting samples collected from 54 individuals. The purpose of the presented dataset is to further explore the use of hyperspectral imaging in document image analysis and to benchmark the performance of ...
Haris Ahmad Khan
core   +1 more source

Novel folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing [PDF]

, 2014
As a widely used approach for feature extraction and data reduction, Principal Components Analysis (PCA) suffers from high computational cost, large memory requirement and low efficacy in dealing with large dimensional datasets such as Hyperspectral ...
Han, Junwei, Zabalza, Jaime, Yang, Mingqiang, Zhang, Yi, Ren, Jinchang, Marshall, Stephen, Wang, Jun   +6 more
core  

Multi-spatial resolution hyperspectral image change detection network integrating feature difference structure. [PDF]

PLoS One
Xiao Y, Yu S, Li W, Xiao H, Chen Y, Zhou H, Yang L.   +6 more
europepmc   +1 more source

Degradation-Aware Dynamic Kernel Generation Network for Hyperspectral Super-Resolution. [PDF]

Sensors (Basel)
Liu H, Liang H, Wang Q.
europepmc   +1 more source

Evaluation of the Usefulness of Machine Learning and Artificial Intelligence on Hyperspectral Images in the Diagnosis of Myelodysplastic Syndrome. [PDF]

J Biophotonics
Ueda Y, Ogawa T, Wada A, Tate G, Baba Y, Baba Y, Fukuda T, Yamochi T.   +7 more
europepmc   +1 more source

Edge-Distilled and Local-Global Feature Selection Network for Hyperspectral Image Super-Resolution. [PDF]

Sensors (Basel)
Li X, Fan M, Zheng X, Shang J.
europepmc   +1 more source

Dementia Detection via Retinal Hyperspectral Imaging and Deep Learning: Clinical Dataset Analysis and Comparative Evaluation of Multiple Architectures. [PDF]

Bioengineering (Basel)
Lin WS, Chen CL, Liang SW, Wang HC.
europepmc   +1 more source

Revolutionizing hyper spectral image denoising: a squeezenet paradigm. [PDF]

Sci Rep
Nachimuthu N, Murugesan R, Dharmalingam M, Prakash G.   +3 more
europepmc   +1 more source