Color image classification method and device

• Main Authors: HU WEI, LIU JUNJIE, LIN XIAOLONG, ZHOU DONGBO
• Format: Patent
• Language: Chinese; English
• Published: 19.06.2018
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The embodiment of the present invention provides a color image classification method and device and relate to the technical field of image processing. The method comprises a step of obtains an image to be processed, wherein the image to be processed includes a remote sensing image, a step of inputting the image to be processed into a classification model, classifying various types of ground objects of the image to be processed according to the spectral-texture features of the image to be processed, wherein the spectral-texture features comprise an RGB value and LBP features, and a step of generating a corresponding ground object identification map according to a classification result to improve the efficiency and accuracy of image classification. 本发明实施例提供种彩色图像分类方法及装置，涉及图像处理技术领域。该方法通过获得待处理图像，所述待处理图像包括遥感图像；将所述待处理图像输入所述分类模型，根据所述待处理图像的光谱-纹理特征对所述待处理图像的各类地物对象进行分类，所述光谱-纹理特征包括RGB值、LBP特征；根据分类结果生成对应的地物对象标识图，提高了对图像分类的效率及正确率。