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Classification of JERS-1 Image Mosaic of Central Africa Using A Supervised Multiscale Classifier of Texture Features

机译：利用有监督的多尺度纹理特征分类器对中非JERs-1图像拼接进行分类

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摘要

In this paper, a multiscale approach is introduced to classify the Japanese Research Satellite-1 (JERS-1) mosaic image over the Central African rainforest. A series of texture maps are generated from the 100 m mosaic image at various scales. Using a quadtree model and relating classes at each scale by a Markovian relationship, the multiscale images are classified from course to finer scale. The results are verified at various scales and the evolution of classification is monitored by calculating the error at each stage.

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作者
Saatchi, Sassan; DeGrandi, Franco; Simard, Marc; Podest, Erika;
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年度 1999
页码 1-3
总页数 3
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Africa; Classifications; Mosaics; Rain forests; Image classification; Advanced very high resolution radiometer;

机译：非洲;分类;马赛克;雨林;图像分类;先进的超高分辨率辐射计;

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专利

1. Statistical multiscale blob features for classifying and retrieving image texture from large-scale databases [J] . Qi Xu Haishan Wu and Yan Qiu Chen Journal of Electronic Imaging . 2010,第4期

机译：统计多尺度斑点特征用于从大规模数据库中分类和检索图像纹理
2. Statistical multiscale blob features for classifying and retrieving image texture from large-scale databases [J] . Qi Xu, Haishan Wu, Yan Qiu Chen Journal of electronic imaging . 2010,第4期

机译：统计多尺度斑点特征用于从大规模数据库中分类和检索图像纹理
3. Automatic classification of colorectal and prostatic histologic tumor images using multiscale multispectral local binary pattern texture features and stacked generalization [J] . Peyret Remy, Bouridane Ahmed, Khelifi Fouad, Neurocomputing . 2018,第JANa31期

机译：使用多尺度多光谱局部二值模式纹理特征和堆叠泛化对结直肠和前列腺组织学肿瘤图像进行自动分类
4. Classification of JERS-1 image mosaic of Central Africa using a supervised multiscale classifier of texture features [C] . Saatchi, S., De Grandi, Geoscience and Remote Sensing Symposium, 1999. IGARSS '99 Proceedings. IEEE 1999 International . 1999

机译：使用监督的多尺度纹理特征分类器对中非的JERS-1图像马赛克进行分类
5. Novel textural features and techniques for image segmentation and classification. [D] . Charalampidis, Dimitrios. 2001

机译：用于图像分割和分类的新颖纹理特征和技术。
6. Semi-supervised method for image texture classification of pituitary tumors via CycleGAN and optimized feature extraction [O] . Hong Zhu, Qianhao Fang, Yihe Huang, 2020

机译：通过激活和优化特征提取对垂体肿瘤的图像纹理分类的半监督方法
7. Classification of JERS-1 Image Mosaic of Central Africa Using A Supervised Multiscale Classifier of Texture Features [O] . Podest Erika, Simard Marc, DeGrandi Franco, 1999

机译：使用有监督的多尺度纹理特征分类器对中非JERS-1图像马赛克进行分类

Classification of JERS-1 Image Mosaic of Central Africa Using A Supervised Multiscale Classifier of Texture Features

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