A Full Tensor Decomposition Network for Crop Classification with Polarization Extension

A Full Tensor Decomposition Network for Crop Classification with Polarization Extension

The multisource data fusion technique has been proven to perform better in crop classification. However, traditional fusion methods simply stack the original source data and their corresponding features, which can be only regarded as a superficial fusion method rather than deep fusion. This paper pr...

Bibliografski detalji
Glavni autori:	Wei-Tao Zhang, Sheng-Di Zheng, Yi-Bang Li, Jiao Guo, Hui Wang
Format:	Članak
Jezik:	English
Izdano:	MDPI AG 2022-12-01
Serija:	Remote Sensing
Teme:	polarization extension curse of dimensionality full tensor decomposition network (FTDN)
Online pristup:	https://www.mdpi.com/2072-4292/15/1/56

Slični predmeti

Tensor Decompositions and Their Properties
od: Patrik Peška, i dr.
Izdano: (2023-08-01)

A video watermark algorithm based on tensor decomposition
od: Shanqing Zhang, i dr.
Izdano: (2019-04-01)

Solving Intractable Chemical Problems by Tensor Decomposition
od: Nina Glaser, i dr.
Izdano: (2024-04-01)

Joint range, angle and polarization estimation in polarimetric FDA-MIMO radar based on Tucker tensor decomposition
od: Qi Zhang, i dr.
Izdano: (2023-03-01)

Missing Data Recovery Based on Tensor-CUR Decomposition
od: Lele Wang, i dr.
Izdano: (2018-01-01)

Counting Tensor Rank Decompositions
od: Dennis Obster, i dr.
Izdano: (2021-08-01)

Differential of the Stretch Tensor for Any Dimension with Applications to Quotient Geodesics
od: Bisson, Olivier, i dr.
Izdano: (2024-11-01)

Uniqueness of the tensor decomposition for tensors with small ranks over a field
od: Edoardo Ballico
Izdano: (2022-04-01)

Multi-Aspect Incremental Tensor Decomposition Based on Distributed In-Memory Big Data Systems
od: Yang Hye-Kyung, i dr.
Izdano: (2020-05-01)

Financial market predictability with tensor decomposition and links forecast
od: A. Spelta
Izdano: (2017-05-01)

Joint DOA and Polarization Estimation via Canonical Polyadic Decomposition With Constant Modulus Constraints
od: Jin-Wei Yang, i dr.
Izdano: (2019-01-01)

Mode Coresets for Efficient, Interpretable Tensor Decompositions: An Application to Feature Selection in fMRI Analysis
od: Ben Gabrielson, i dr.
Izdano: (2024-01-01)

C_4 decomposition of the tensor product of complete graphs
od: Opeyemi Oyewumi, i dr.
Izdano: (2020-04-01)

Segmentation Method for Hyperspectral Images using Tensor Decomposition
od: Laura-Bianca BILIUS, i dr.
Izdano: (2020-07-01)

Sparse Tensor Decomposition for Haplotype Assembly of Diploids and Polyploids
od: Abolfazl Hashemi, i dr.
Izdano: (2018-03-01)

Image Completion in Embedded Space Using Multistage Tensor Ring Decomposition
od: Farnaz Sedighin, i dr.
Izdano: (2021-08-01)

Multispectral and Hyperspectral Image Fusion Based on Regularized Coupled Non-Negative Block-Term Tensor Decomposition
od: Hao Guo, i dr.
Izdano: (2022-10-01)

EA-ADMM: noisy tensor PARAFAC decomposition based on element-wise average ADMM
od: Gang Yue, i dr.
Izdano: (2022-10-01)

Prediction of Epilepsy Based on Tensor Decomposition and Functional Brain Network
od: Han Li, i dr.
Izdano: (2021-08-01)

Efficient enhancement of low-rank tensor completion via thin QR decomposition
od: Yan Wu, i dr.
Izdano: (2024-07-01)

C7-Decompositions of the Tensor Product of Complete Graphs
od: Manikandan R.S., i dr.
Izdano: (2017-08-01)

Maximum Discriminant Difference Criterion for Dimensionality Reduction of Tensor Data
od: Xinya Peng, i dr.
Izdano: (2020-01-01)

TensorTrack: Tensor Decomposition for Video Object Tracking
od: Yuntao Gu, i dr.
Izdano: (2025-02-01)

rTensor: An R Package for Multidimensional Array (Tensor) Unfolding, Multiplication, and Decomposition
od: James Li, i dr.
Izdano: (2018-11-01)

Application of Tensor Decomposition to Reduce the Complexity of Neural Min-Sum Channel Decoding Algorithm
od: Qingle Wu, i dr.
Izdano: (2023-02-01)

Application of Tucker Decomposition in Temperature Distribution Reconstruction
od: Zhaoyu Liu, i dr.
Izdano: (2022-03-01)

On spectral data and tensor decompositions in Finslerian framework
od: Vladimir Balan
Izdano: (2021-09-01)

GOF/LOF knowledge inference with tensor decomposition in support of high order link discovery for gene, mutation and disease
od: Kaiyin Zhou, i dr.
Izdano: (2019-02-01)

Inferring Mixed Use of Buildings with Multisource Data Based on Tensor Decomposition
od: Chenyang Zhang, i dr.
Izdano: (2021-03-01)

HOSVD-Based Algorithm for Weighted Tensor Completion
od: Zehan Chao, i dr.
Izdano: (2021-07-01)

Magnetic susceptibility inversion method with full tensor gradient data using low-temperature SQUIDs
od: Yan-Fei Wang, i dr.
Izdano: (2019-08-01)

Coupled Tensor Decomposition for Hyperspectral Pansharpening
od: Hong Li, i dr.
Izdano: (2018-01-01)

Autonomous Binarized Focal Loss Enhanced Model Compression Design Using Tensor Train Decomposition
od: Mingshuo Liu, i dr.
Izdano: (2022-10-01)

Fast Video Summary Generation Based On Low Rank Tensor Decomposition
od: Guangli Wu, i dr.
Izdano: (2021-01-01)

Tensor Decomposition-Inspired Convolutional Autoencoders for Hyperspectral Anomaly Detection
od: Bangyong Sun, i dr.
Izdano: (2022-01-01)

Adaptive System Identification via Low-Rank Tensor Decomposition
od: Christina Auer, i dr.
Izdano: (2021-01-01)

Multi-Context-Aware Location Recommendation Using Tensor Decomposition
od: Jing Lu, i dr.
Izdano: (2020-01-01)

Study on the calibration of full polarization imager
od: Tianquan Liang, i dr.
Izdano: (2023-08-01)

Tensor Methods in Biomedical Image Analysis
od: Farnaz Sedighin
Izdano: (2024-07-01)

Tensor Decomposition for Salient Object Detection in Images
od: Junxiu Zhou, i dr.
Izdano: (2019-06-01)