class_ndim_boxT_class_ndim_boxClassNdimBoxClassNdimBoxclass_ndim_box (算子)

名称

class_ndim_boxT_class_ndim_boxClassNdimBoxClassNdimBoxclass_ndim_box — 使用超立方体对像素进行分类。

警告

class_ndim_boxclass_ndim_boxClassNdimBoxClassNdimBoxClassNdimBoxclass_ndim_box 已过时，仅出于向后兼容性考虑而保留。

签名

class_ndim_box(MultiChannelImage : Regions : ClassifHandle : )

描述

class_ndim_boxclass_ndim_boxClassNdimBoxClassNdimBoxClassNdimBoxclass_ndim_box classifies the pixels of the multi-channel image given in MultiChannelImageMultiChannelImageMultiChannelImageMultiChannelImagemultiChannelImagemulti_channel_image. To do so, the classificator ClassifHandleClassifHandleClassifHandleClassifHandleclassifHandleclassif_handle created with create_class_boxcreate_class_boxCreateClassBoxCreateClassBoxCreateClassBoxcreate_class_box is used. The classificator can be trained using learn_ndim_boxlearn_ndim_boxLearnNdimBoxLearnNdimBoxLearnNdimBoxlearn_ndim_box or as described with create_class_boxcreate_class_boxCreateClassBoxCreateClassBoxCreateClassBoxcreate_class_box。More information on the structure of the classificator can be found also under that operator.

MultiChannelImageMultiChannelImageMultiChannelImageMultiChannelImagemultiChannelImagemulti_channel_image is a multi channel image. Its pixel values are used for the classification.

执行信息

多线程类型：可重入（与非独占算子并行运行）。
多线程作用域：全局（可从任何线程调用）。
未采用并行化处理。

参数

MultiChannelImageMultiChannelImageMultiChannelImageMultiChannelImagemultiChannelImagemulti_channel_image (输入对象) (multichannel-)image(-array) → object (byte / direction / cyclic / int1 / int2 / int4 / real)

Multi channel input image.

RegionsRegionsRegionsRegionsregionsregions (输出对象) region-array → object

Classification result.

ClassifHandleClassifHandleClassifHandleClassifHandleclassifHandleclassif_handle (输入控制) class_box → (handle)

Handle of the classifier.

示例（HDevelop）

read_image(Image,'montery')
dev_display(Image)
dev_set_color('green')
disp_message (WindowHandle, 'Draw learning region  ',\
              'window', 12, 12, 'black', 'true')
draw_region(Reg1,WindowHandle)
reduce_domain(Image,Reg1,Foreground)
dev_set_color('red')
disp_message (WindowHandle, 'Draw background region',\
              'window', 12, 12, 'black', 'true')
draw_region(Reg2,WindowHandle)
reduce_domain(Image,Reg2,Background)
disp_message (WindowHandle, 'Training...           ',\
              'window', 12, 12, 'black', 'true')
create_class_box(ClassifHandle)
learn_ndim_box(Foreground,Background,Image,ClassifHandle)
disp_message (WindowHandle, 'Classification        ',\
              'window', 12, 12, 'black', 'true')
class_ndim_box(Image,Res,ClassifHandle)
dev_set_draw('fill')
dev_display (Res)
close_class_box(ClassifHandle)

示例（C）

read_image(&Image,"montery");
disp_image(Image,WindowHandle);
set_color(WindowHandle,"green");
fwrite_string(FileHandle,"Draw the foreground");
fnew_line(FileHandle);
draw_region(&Reg1,WindowHandle);
reduce_domain(Image,Reg1,&Foreground);
set_color(WindowHandle,"red");
fwrite_string(FileHandle,"Draw background");
fnew_line(FileHandle);
draw_region(&Reg2,WindowHandle);
reduce_domain(Image,Reg2,&Background);
fwrite_string(FileHandle,"Start to learn");
fnew_line(FileHandle);
create_class_box(&ClassifHandle);
learn_ndim_box(Foreground,Background,Image,ClassifHandle);
fwrite_string(FileHandle,"Start classification");
fnew_line(FileHandle);
class_ndim_box(Image,&Res,ClassifHandle);
set_draw(WindowHandle,"fill");
disp_region(Res,WindowHandle);
close_class_box(ClassifHandle);

示例（HDevelop）

read_image(Image,'montery')
dev_display(Image)
dev_set_color('green')
disp_message (WindowHandle, 'Draw learning region  ',\
              'window', 12, 12, 'black', 'true')
draw_region(Reg1,WindowHandle)
reduce_domain(Image,Reg1,Foreground)
dev_set_color('red')
disp_message (WindowHandle, 'Draw background region',\
              'window', 12, 12, 'black', 'true')
draw_region(Reg2,WindowHandle)
reduce_domain(Image,Reg2,Background)
disp_message (WindowHandle, 'Training...           ',\
              'window', 12, 12, 'black', 'true')
create_class_box(ClassifHandle)
learn_ndim_box(Foreground,Background,Image,ClassifHandle)
disp_message (WindowHandle, 'Classification        ',\
              'window', 12, 12, 'black', 'true')
class_ndim_box(Image,Res,ClassifHandle)
dev_set_draw('fill')
dev_display (Res)
close_class_box(ClassifHandle)

示例（HDevelop）

read_image(Image,'montery')
dev_display(Image)
dev_set_color('green')
disp_message (WindowHandle, 'Draw learning region  ',\
              'window', 12, 12, 'black', 'true')
draw_region(Reg1,WindowHandle)
reduce_domain(Image,Reg1,Foreground)
dev_set_color('red')
disp_message (WindowHandle, 'Draw background region',\
              'window', 12, 12, 'black', 'true')
draw_region(Reg2,WindowHandle)
reduce_domain(Image,Reg2,Background)
disp_message (WindowHandle, 'Training...           ',\
              'window', 12, 12, 'black', 'true')
create_class_box(ClassifHandle)
learn_ndim_box(Foreground,Background,Image,ClassifHandle)
disp_message (WindowHandle, 'Classification        ',\
              'window', 12, 12, 'black', 'true')
class_ndim_box(Image,Res,ClassifHandle)
dev_set_draw('fill')
dev_display (Res)
close_class_box(ClassifHandle)

示例（HDevelop）

read_image(Image,'montery')
dev_display(Image)
dev_set_color('green')
disp_message (WindowHandle, 'Draw learning region  ',\
              'window', 12, 12, 'black', 'true')
draw_region(Reg1,WindowHandle)
reduce_domain(Image,Reg1,Foreground)
dev_set_color('red')
disp_message (WindowHandle, 'Draw background region',\
              'window', 12, 12, 'black', 'true')
draw_region(Reg2,WindowHandle)
reduce_domain(Image,Reg2,Background)
disp_message (WindowHandle, 'Training...           ',\
              'window', 12, 12, 'black', 'true')
create_class_box(ClassifHandle)
learn_ndim_box(Foreground,Background,Image,ClassifHandle)
disp_message (WindowHandle, 'Classification        ',\
              'window', 12, 12, 'black', 'true')
class_ndim_box(Image,Res,ClassifHandle)
dev_set_draw('fill')
dev_display (Res)
close_class_box(ClassifHandle)

复杂度

Let N be the number of hyper-cuboids and A be the area of the input region. Then the runtime complexity is O(N,A).

结果

class_ndim_boxclass_ndim_boxClassNdimBoxClassNdimBoxClassNdimBoxclass_ndim_box 在所有参数正确时返回 2 ( H_MSG_TRUE )。 The behavior with respect to the input images and output regions can be determined by setting the values of the flags 'no_object_result'"no_object_result""no_object_result""no_object_result""no_object_result""no_object_result", 'empty_region_result'"empty_region_result""empty_region_result""empty_region_result""empty_region_result""empty_region_result", and 'store_empty_region'"store_empty_region""store_empty_region""store_empty_region""store_empty_region""store_empty_region" with set_systemset_systemSetSystemSetSystemSetSystemset_system。如有必要，则抛出异常。

可能的前趋

create_class_boxcreate_class_boxCreateClassBoxCreateClassBoxCreateClassBoxcreate_class_box, learn_class_boxlearn_class_boxLearnClassBoxLearnClassBoxLearnClassBoxlearn_class_box, median_imagemedian_imageMedianImageMedianImageMedianImagemedian_image, compose2compose2Compose2Compose2Compose2compose2, compose3compose3Compose3Compose3Compose3compose3, compose4compose4Compose4Compose4Compose4compose4, compose5compose5Compose5Compose5Compose5compose5, compose6compose6Compose6Compose6Compose6compose6, compose7compose7Compose7Compose7Compose7compose7

替代

class_ndim_normclass_ndim_normClassNdimNormClassNdimNormClassNdimNormclass_ndim_norm, class_2dim_supclass_2dim_supClass2dimSupClass2dimSupClass2dimSupclass_2dim_sup, class_2dim_unsupclass_2dim_unsupClass2dimUnsupClass2dimUnsupClass2dimUnsupclass_2dim_unsup

另见

descript_class_boxdescript_class_boxDescriptClassBoxDescriptClassBoxDescriptClassBoxdescript_class_box

模块

基础

算子