Results 181 to 190 of about 2,924,189 (218)

HSI-DeNet: Hyperspectral Image Restoration via Convolutional Neural Network

IEEE Transactions on Geoscience and Remote Sensing, 2019
The spectral and the spatial information in hyperspectral images (HSIs) are the two sides of the same coin. How to jointly model them is the key issue for HSIs’ noise removal, including random noise, structural stripe noise, and dead pixels/lines. In this paper, we introduce the deep convolutional neural network (CNN) to achieve this goal.
Yi Chang 0002, Luxin Yan, Houzhang Fang, Sheng Zhong 0001, Wenshan Liao   +4 more
openaire   +1 more source

Development of an Advanced Hyperspectral Imaging (HSI) System with Applications for Cancer Detection

Annals of Biomedical Engineering, 2006
An advanced hyper-spectral imaging (HSI) system has been developed having obvious applications for cancer detection. This HSI system is based on state-of-the-art liquid crystal tunable filter technology coupled to an endoscope. The goal of this unique HSI technology being developed is to obtain spatially resolved images of the slight differences in ...
Matthew E, Martin, Musundi B, Wabuyele, Kui, Chen, Paul, Kasili, Masoud, Panjehpour, Mary, Phan, Bergein, Overholt, Glenn, Cunningham, Dale, Wilson, Robert C, Denovo, Tuan, Vo-Dinh   +10 more
openaire   +2 more sources

Hyperspectral Imaging (HSI) in Acute Mesenteric Ischemia to Detect Intestinal Perfusion Deficits

Journal of Surgical Research, 2020
Acute mesenteric ischemia is a life-threatening acute condition, which requires an interdisciplinary approach, including vascular recanalization and surgical treatment. Visual evaluation of intestinal perfusion might be misleading, and therefore, additional tools are necessary to reliably be able to resect the ischemic intestine. Hyperspectral imaging (
Matthias Mehdorn, Hannes Köhler, Sebastian Murad Rabe, Stefan Niebisch, Orestis Lyros, Claire Chalopin, Ines Gockel, Boris Jansen-Winkeln   +7 more
openaire   +2 more sources

Dual Convolutional Neural Networks for Hyperspectral Satellite Images Classification (DCNN-HSI)

2020
Hyperspectral Satellite Images (HSI) presents a very interesting technology for mapping, environmental protection, and security. HSI is very rich in spectral and spatial characteristics, which are non-linear and highly correlated which makes classification difficult.
Maissa Hamouda, Med Salim Bouhlel
openaire   +2 more sources

Overview of the Fourier Transform Hyperspectral Imager (HSI) boarded on HJ-1A satellite

2010 IEEE International Geoscience and Remote Sensing Symposium, 2010
On September 6, 2008, in Taiyuan Satellite Launch Center, HJ-1A/B satellites (HJ-1A/B), China's first two satellites of Environment & Disasters Monitoring and Predicting Microsatellite Constellations, were successfully launched with the technique of “one rocket, two satellites”.
Xiang Zhao 0004, Zhengqing Xiao, Qian Kang, Qing Li 0023, Li Fang   +4 more
openaire   +1 more source

Towards Clinical Hyperspectral Imaging (HSI) Standards: Initial Design for a Microneurosurgical HSI Database

2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS), 2022
Sami Puustinen, Joni Hyttinen, Gemal Hisuin, Hana Vrzakova, Antti Huotarinen, Pauli Fält, Markku Hauta-Kasari, Arto Immonen, Timo Koivisto, Juha E. Jääskeläinen, Antti-Pekka Elomaa   +10 more
openaire   +2 more sources

HSI-SSTRANS: Hyperspectral Image Classification with Spectral and Space Transformer

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023
Daohong Niu, Xiaohua Zhang, Longfei Li, Yuxuan Zhou   +3 more
openaire   +1 more source

Shadow-Less Intrinsic Hyperspectral Point Cloud Generation From HSIs and LiDAR

IEEE Transactions on Geoscience and Remote Sensing, 2023
Xudong Jin, Yanfeng Gu, Wen Xie
exaly  

Hyperspectral Image Restoration: Where Does the Low-Rank Property Exist

IEEE Transactions on Geoscience and Remote Sensing, 2021
Yi Chang, Yonghong Tian, Luxin Yan
exaly  

Hyperspectral Image Restoration via Global L₁₋₂ Spatial–Spectral Total Variation Regularized Local Low-Rank Tensor Recovery

IEEE Transactions on Geoscience and Remote Sensing, 2021
Jifeng Ning, Haijin Zeng, Xiaozhen Xie
exaly