نتائج البحث

Fusion of circulant singular spectrum analysis and multiscale local ternary patterns for effective spectral-spatial feature extraction and small sample hyperspectral image classification.

• Authors : Wan, Xiaoqing^1,2 (AUTHOR) ; Chen, Feng¹ (AUTHOR); Gao, Weizhe¹ (AUTHOR)

• Source: Scientific Reports. 2/26/2025, Vol. 15 Issue 1, p1-21. 21p.

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Spatial -Spectral Feature Extraction using Three-Dimensional Singular Spectrum Analysis for Hyperspectral Image Classification

• Authors : Ehsan Dashtifard; Azar Mahmoodzadeh; Ahmad Keshavarz

Subjects: feature extraction; spatial-spectral; hyperspectral image (hsi)

• Source: مهندسی مخابرات جنوب, Vol 12, Iss 47, Pp 37-52 (2024)

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Fast and Accurate Hyperspectral Image Classification with Window Shape Adaptive Singular Spectrum Analysis.

• Authors : Bai, Xiaotian^1,2 (AUTHOR) ; Qi, Biao¹ (AUTHOR) ; Jin, Longxu^1,2 (AUTHOR)

• Source: Remote Sensing. Jan2024, Vol. 16 Issue 1, p81. 18p.

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A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging

• Authors : Hang Fu; Genyun Sun; Jaime Zabalza

Subjects: Feature extraction; hyperspectral image (HSI); near real-time

• Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 13, Pp 2214-2225 (2020)

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Singular spectrum analysis method for hyperspectral imagery feature extraction: a review and evaluation.

• Authors : Sun, Genyun; Fu, Hang; Zhang, Aizhu

Subjects: Hyperspectral imagery; Feature extraction; Singular spectrum analysis

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A study on EEG feature extraction and classification in autistic children based on singular spectrum analysis method.

• Authors : Zhao, Jie^1,2 (AUTHOR); Song, Jiajia^1,2 (AUTHOR); Li, Xiaoli³ (AUTHOR)

• Source: Brain & Behavior. Dec2020, Vol. 10 Issue 12, p1-8. 8p.

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Vibration feature extraction based on the improved variational mode decomposition and singular spectrum analysis combination algorithm.

• Authors : Li, Hui^1,2,3 (AUTHOR); Bao, Tengfei^1,2,3 (AUTHOR) ; Gu, Chongshi^1,2,3 (AUTHOR)

• Source: Advances in Structural Engineering. May2019, Vol. 22 Issue 7, p1519-1530. 12p.

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Superpixel-Based Singular Spectrum Analysis for Effective Spatial-Spectral Feature Extraction

• Authors : Subhashree Subudhi; Ramnarayan Patro; Pradyut Kumar Biswal

Subjects: hyperspectral image; superpixel segmentation; evaluation

• Source: Applied Sciences, Vol 11, Iss 22, p 10876 (2021)

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A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging

• Authors : Genyun Sun; Aizhu Zhang; Hang Fu

Subjects: Atmospheric Science; near real-time; Computer science

• Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 13, Pp 2214-2225 (2020)

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Dimensionality reduction based on determinantal point process and singular spectrum analysis for hyperspectral images

• Authors : Chen, Weizhao; Yang, Zhijing; Cao, Faxian

Subjects: spectral analysis; hyperspectral imaging; image classification

• Source: Chen , W , Yang , Z , Cao , F , Yan , Y , Wang , M , Qing , C & Cheng , Y 2019 , ' Dimensionality reduction based on determinantal point process and singular

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