Results 101 to 110 of about 539 (168)

A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping

, 2017
Hyperspectral imaging technology has been used for geological analysis for many years wherein mineral mapping is the dominant application for hyperspectral images (HSIs).
Lianru Gao, Zhang, Bing, Qingting Li, José Bioucas-Dias, Lina Zhuang, Li, Qingting, Zhuang, Lina, Bing Zhang, Dan Yao, José M. Bioucas-Dias, Gao, Lianru, Bioucas-Dias, José M., Yao, Dan   +12 more
core   +1 more source

Comparison and Evaluation of TV-Based and Low-Rank-Based Destriping Algorithms for Hyperspectral Imagery

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Remote sensing image data especially hyperspectral imagery (HSI) data have been widely applied in various research fields. However, HSI often suffers from significant noise contamination, such as stripe noise and Gaussian noise.
Fan Shen, Jianyu Chen, Yuntao Cheng, Qiankun Zhu   +3 more
doaj   +1 more source

Advances in Hyperspectral Imaging for Nondestructive Food Quality and Safety Detection. [PDF]

Foods
Xing F, Chen M.
europepmc   +1 more source

HS-RankFormer for efficient and robust RGB-to-Hyperspectral image reconstruction across domains. [PDF]

Sci Rep
Vamsi B, Mahanty M, Jagan BOL, Rai HM, Agarwal S, Pak W.   +5 more
europepmc   +1 more source

Hyperspectral Image Denoising via Quasi-Recursive Spectral Attention and Cross-Layer Feature Fusion. [PDF]

Sensors (Basel)
Xiao Y, Zhou H, Li W, Yang L, Wang K.
europepmc   +1 more source

Superpixel Random Selection Random Walk Multi-Branch Depthwise Convolutional Neural Network for Hyperspectral Image Classification. [PDF]

Sensors (Basel)
Zhang K, Jiang X, Cai Z.
europepmc   +1 more source

Kolmogorov-Arnold Networks for Sensor Data Processing: A Comprehensive Survey of Architectures, Applications, and Open Challenges. [PDF]

Sensors (Basel)
Martínez-Heredia AM, Ortiz A.
europepmc   +1 more source

Curvelet Decomposition-Based Tri-Branch Coupling Network for Hyperspectral Unsound Maize Seeds Identification. [PDF]

Foods
Zhao K, Lu L, Lv P, Ge H.
europepmc   +1 more source

Medical hyperspectral imaging: an updated review of technology advancements and biomedical applications. [PDF]

J Biomed Opt
Tran MH, Ma L, Yuan M, Fei B.
europepmc   +1 more source

Hybrid Spatial-spectral Neural Network for Hyperspectral Image Denoising

Hyperspectral image (HSI) denoising is an essential procedure for HSI applications. Unfortunately, the existing Transformer-based methods mainly focus on non-local modeling, neglecting the importance of locality in image denoising.
Li, Kun, Chengjie, Liang, Hao, Tian, Xin
core