Adaptive Morphology Filter: A Lightweight Module for Deep Hyperspectral Image Classification

Author:

Zhou Fei1,Sun Xin2ORCID,Sun Chengze1,Dong Junyu1ORCID,Zhu Xiao Xiang2ORCID

Affiliation:

1. College of Information Science and Engineering, Ocean University of China, Qingdao, China

2. Data Science in Earth Observation (SiPEO, Former: Signal Processing in Earth Observation), Technical University of Munich (TUM), Munich, Germany

Funder

Alexander von Humboldt-Stiftung

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Earth and Planetary Sciences,Electrical and Electronic Engineering

Reference75 articles.

1. Computationally Lightweight Hyperspectral Image Classification Using a Multiscale Depthwise Convolutional Network With Channel Attention

2. YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors;wang;arXiv 2207 02696,2022

3. MobileNets: Efficient convolutional neural networks for mobile vision applications;howard;arXiv 1704 04861,2017

4. ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

5. GhostNet: More Features From Cheap Operations

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