Article

HyperVein: A Dataset for Human Vein Detection from Hyperspectral Images

2023-12-08

Abstract excerpt

Hyperspectral (HS) imaging plays a pivotal role in various fields, including medical diagnostics, where precise human vein detection is crucial. Hyperspectral image data are very large and can cause computational complexities. Dimensionality reduction techniques are often employed to streamline HS image data processing. This paper investigates the effectiveness of three dimensionality reduction techniques, namely:...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 29dad99b-6579-5dce-ba25-827efd7c8030
DOI: 10.20944/preprints202312.0608.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

HyperVein: A Dataset for Human Vein Detection from Hyperspectral ImagesDOI 10.20944/preprints202312.0608.v1Read

Evaluation of Band Selection for Spectrum-Aided Visual Enhancer (SAVE) for Esophageal Cancer DetectionSemantic proximity Read

Facilitating clinically relevant skin tumor diagnostics with spectroscopy-driven machine learningSemantic proximity Read

Unveiling Nature's Code: Novel Approaches to Plant Leaf Feature ExtractionSemantic proximity Read

Evaluating research-grade and commercial SFDI platforms for burn severity assessment and feature reductionSemantic proximity Read

Spectral filter design based on in-field hyperspectral imaging and machine learning for mango ripeness estimationSemantic proximity Read

Key native fluorophores analysis of human breast cancer tissues using Gram–Schmidt subspace methodSemantic proximity Read

Spectral organ fingerprints for intraoperative tissue classification with hyperspectral imagingSemantic proximity Read

Recent developments of hyperspectral imaging systems and their applications in detecting quality attributes of red meats: A reviewSemantic proximity Read

Spectral Organ Fingerprints For Machine Learning-Based Intraoperative Tissue Classification With Hyperspectral ImagingSemantic proximity Read

Automatic Thin Cap Fibroatheroma Detection Using Fusion of Intravascular Ultrasound and Virtual Histology ImagesSemantic proximity Read

Deep learning multi-classification heart sound detection method based on high order spectrum and wavelet analysisSemantic proximity Read

Enhancement of Intra-Cardiac Flow-Field Data Using Adaptive Kernel FilteringSemantic proximity Read