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...

Полное описание

Библиографические подробности
Главные авторы:	Wei-Tao Zhang, Sheng-Di Zheng, Yi-Bang Li, Jiao Guo, Hui Wang
Формат:	Статья
Язык:	English
Опубликовано:	MDPI AG 2022-12-01
Серии:	Remote Sensing
Предметы:	polarization extension curse of dimensionality full tensor decomposition network (FTDN)
Online-ссылка:	https://www.mdpi.com/2072-4292/15/1/56

Схожие документы

Tensor Decompositions and Their Properties
по: Patrik Peška, и др.
Опубликовано: (2023-08-01)

A video watermark algorithm based on tensor decomposition
по: Shanqing Zhang, и др.
Опубликовано: (2019-04-01)

Solving Intractable Chemical Problems by Tensor Decomposition
по: Nina Glaser, и др.
Опубликовано: (2024-04-01)

Joint range, angle and polarization estimation in polarimetric FDA-MIMO radar based on Tucker tensor decomposition
по: Qi Zhang, и др.
Опубликовано: (2023-03-01)

Missing Data Recovery Based on Tensor-CUR Decomposition
по: Lele Wang, и др.
Опубликовано: (2018-01-01)

Counting Tensor Rank Decompositions
по: Dennis Obster, и др.
Опубликовано: (2021-08-01)

Differential of the Stretch Tensor for Any Dimension with Applications to Quotient Geodesics
по: Bisson, Olivier, и др.
Опубликовано: (2024-11-01)

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

Multi-Aspect Incremental Tensor Decomposition Based on Distributed In-Memory Big Data Systems
по: Yang Hye-Kyung, и др.
Опубликовано: (2020-05-01)

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

Joint DOA and Polarization Estimation via Canonical Polyadic Decomposition With Constant Modulus Constraints
по: Jin-Wei Yang, и др.
Опубликовано: (2019-01-01)

Mode Coresets for Efficient, Interpretable Tensor Decompositions: An Application to Feature Selection in fMRI Analysis
по: Ben Gabrielson, и др.
Опубликовано: (2024-01-01)

C_4 decomposition of the tensor product of complete graphs
по: Opeyemi Oyewumi, и др.
Опубликовано: (2020-04-01)

Segmentation Method for Hyperspectral Images using Tensor Decomposition
по: Laura-Bianca BILIUS, и др.
Опубликовано: (2020-07-01)

Sparse Tensor Decomposition for Haplotype Assembly of Diploids and Polyploids
по: Abolfazl Hashemi, и др.
Опубликовано: (2018-03-01)

Image Completion in Embedded Space Using Multistage Tensor Ring Decomposition
по: Farnaz Sedighin, и др.
Опубликовано: (2021-08-01)

Multispectral and Hyperspectral Image Fusion Based on Regularized Coupled Non-Negative Block-Term Tensor Decomposition
по: Hao Guo, и др.
Опубликовано: (2022-10-01)

EA-ADMM: noisy tensor PARAFAC decomposition based on element-wise average ADMM
по: Gang Yue, и др.
Опубликовано: (2022-10-01)

Prediction of Epilepsy Based on Tensor Decomposition and Functional Brain Network
по: Han Li, и др.
Опубликовано: (2021-08-01)

Efficient enhancement of low-rank tensor completion via thin QR decomposition
по: Yan Wu, и др.
Опубликовано: (2024-07-01)

C7-Decompositions of the Tensor Product of Complete Graphs
по: Manikandan R.S., и др.
Опубликовано: (2017-08-01)

Maximum Discriminant Difference Criterion for Dimensionality Reduction of Tensor Data
по: Xinya Peng, и др.
Опубликовано: (2020-01-01)

TensorTrack: Tensor Decomposition for Video Object Tracking
по: Yuntao Gu, и др.
Опубликовано: (2025-02-01)

rTensor: An R Package for Multidimensional Array (Tensor) Unfolding, Multiplication, and Decomposition
по: James Li, и др.
Опубликовано: (2018-11-01)

Application of Tensor Decomposition to Reduce the Complexity of Neural Min-Sum Channel Decoding Algorithm
по: Qingle Wu, и др.
Опубликовано: (2023-02-01)

Application of Tucker Decomposition in Temperature Distribution Reconstruction
по: Zhaoyu Liu, и др.
Опубликовано: (2022-03-01)

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

GOF/LOF knowledge inference with tensor decomposition in support of high order link discovery for gene, mutation and disease
по: Kaiyin Zhou, и др.
Опубликовано: (2019-02-01)

Inferring Mixed Use of Buildings with Multisource Data Based on Tensor Decomposition
по: Chenyang Zhang, и др.
Опубликовано: (2021-03-01)

HOSVD-Based Algorithm for Weighted Tensor Completion
по: Zehan Chao, и др.
Опубликовано: (2021-07-01)

Magnetic susceptibility inversion method with full tensor gradient data using low-temperature SQUIDs
по: Yan-Fei Wang, и др.
Опубликовано: (2019-08-01)

Coupled Tensor Decomposition for Hyperspectral Pansharpening
по: Hong Li, и др.
Опубликовано: (2018-01-01)

Autonomous Binarized Focal Loss Enhanced Model Compression Design Using Tensor Train Decomposition
по: Mingshuo Liu, и др.
Опубликовано: (2022-10-01)

Fast Video Summary Generation Based On Low Rank Tensor Decomposition
по: Guangli Wu, и др.
Опубликовано: (2021-01-01)

Tensor Decomposition-Inspired Convolutional Autoencoders for Hyperspectral Anomaly Detection
по: Bangyong Sun, и др.
Опубликовано: (2022-01-01)

Adaptive System Identification via Low-Rank Tensor Decomposition
по: Christina Auer, и др.
Опубликовано: (2021-01-01)

Multi-Context-Aware Location Recommendation Using Tensor Decomposition
по: Jing Lu, и др.
Опубликовано: (2020-01-01)

Study on the calibration of full polarization imager
по: Tianquan Liang, и др.
Опубликовано: (2023-08-01)

Tensor Methods in Biomedical Image Analysis
по: Farnaz Sedighin
Опубликовано: (2024-07-01)

Tensor Decomposition for Salient Object Detection in Images
по: Junxiu Zhou, и др.
Опубликовано: (2019-06-01)