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1. 发明申请

US20120039541A1 COMPUTER READABLE MEDIUM STORING PROGRAM, IMAGE IDENTIFICATION INFORMATION ADDING APPARATUS, AND IMAGE IDENTIFICATION INFORMATION ADDING METHOD 有权
标题翻译：计算机可读介质存储程序，图像识别信息添加装置和图像识别信息添加方法
公开(公告)号：US20120039541A1
公开(公告)日：2012-02-16
申请号：US13007140
申请日：2011-01-14
申请人： Motofumi FUKUI , Noriji Kato , Wenyuan Qi
发明人： Motofumi FUKUI , Noriji Kato , Wenyuan Qi
IPC分类号： G06K9/62
CPC分类号： G06K9/6282
摘要： A computer readable medium storing a program causing a computer to execute a process for adding image identification information is provided. The process includes: calculating first feature vectors for partial regions selected from a target image to be processed; and adding a piece of first identification information indicating content of the target image to the target image using a group of decision trees that are generated in advance on the basis of second feature vectors calculated for partial regions of a learning image and a piece of second identification information added to the entire learning image.
摘要翻译：提供一种存储导致计算机执行用于添加图像识别信息的处理的程序的计算机可读介质。该处理包括：计算从要处理的目标图像中选择的部分区域的第一特征向量; 并且使用基于针对学习图像的部分区域计算的第二特征矢量和一条第二识别来预先生成的一组决策树，将指示目标图像的内容的第一识别信息添加到目标图像信息添加到整个学习图像。

2. 发明授权

US08538173B2 Computer readable medium, apparatus, and method for adding identification information indicating content of a target image using decision trees generated from a learning image 有权
标题翻译：计算机可读介质，装置和方法，用于使用从学习图像生成的决策树来添加指示目标图像的内容的识别信息
公开(公告)号：US08538173B2
公开(公告)日：2013-09-17
申请号：US13007140
申请日：2011-01-14
申请人： Motofumi Fukui , Noriji Kato , Wenyuan Qi
发明人： Motofumi Fukui , Noriji Kato , Wenyuan Qi
IPC分类号： G06K9/68 , G06K9/66 , G06K9/62 , G06F17/00
CPC分类号： G06K9/6282
摘要： A computer readable medium storing a program causing a computer to execute a process for adding image identification information is provided. The process includes: calculating first feature vectors for partial regions selected from a target image to be processed; and adding a piece of first identification information indicating content of the target image to the target image using a group of decision trees that are generated in advance on the basis of second feature vectors calculated for partial regions of a learning image and a piece of second identification information added to the entire learning image.
摘要翻译：提供一种存储导致计算机执行用于添加图像识别信息的处理的程序的计算机可读介质。该处理包括：计算从要处理的目标图像中选择的部分区域的第一特征向量; 并且使用基于针对学习图像的部分区域计算的第二特征矢量和一条第二识别来预先生成的一组决策树，将指示目标图像的内容的第一识别信息添加到目标图像信息添加到整个学习图像。

3. 发明授权

US08923628B2 Computer readable medium, image processing apparatus, and image processing method for learning images based on classification information 有权
标题翻译：计算机可读介质，图像处理装置和用于基于分类信息学习图像的图像处理方法
公开(公告)号：US08923628B2
公开(公告)日：2014-12-30
申请号：US13220201
申请日：2011-08-29
申请人： Motofumi Fukui , Noriji Kato
发明人： Motofumi Fukui , Noriji Kato
IPC分类号： G06K9/00 , G06K9/62 , G06T7/40 , G06T7/00
CPC分类号： G06K9/6221 , G06K9/00624 , G06T7/40
摘要： A computer readable medium stores a program causing a computer to execute a process for image processing. The process includes: calculating, on the basis of image feature information of a plurality of image areas each set with a classification information item, a probability distribution of the image feature information for each classification information item; acquiring a target image; calculating an evaluation value of each of pixels included in the target image relating to a specified classification information item, on the basis of the image feature information of an image area including the pixel and the probability distribution of the image feature information calculated for the specified classification information item; and extracting, from the target image, an image area relating to the specified classification information item, on the basis of the evaluation value calculated for each of the pixels included in the target image.
摘要翻译：计算机可读介质存储使计算机执行用于图像处理的处理的程序。该处理包括：基于每个设置有分类信息项的多个图像区域的图像特征信息，计算每个分类信息项的图像特征信息的概率分布; 获取目标图像; 基于包括像素的图像区域的图像特征信息和针对指定分类计算出的图像特征信息的概率分布，计算包括在与指定分类信息项目有关的目标图像中的每个像素的评估值信息项目并且根据针对包括在目标图像中的每个像素计算的评估值，从目标图像中提取与指定的分类信息项有关的图像区域。

4. 发明申请

US20060279800A1 Image processing apparatus, image processing method, and image processing program 有权
公开(公告)号：US20060279800A1
公开(公告)日：2006-12-14
申请号：US11338807
申请日：2006-01-25
申请人： Motofumi Fukui , Noriji Kato , Hirotsugu Kashimura
发明人： Motofumi Fukui , Noriji Kato , Hirotsugu Kashimura
IPC分类号： H04N1/387
CPC分类号： H04N1/387
摘要： An image processing apparatus includes a map generation unit, a temporary area arrangement unit and a target area detection unit. The map generation unit acquires a map of scores in which each score pertaining to a degree—to which a corresponding unit area of image data is likely to be contained in a target area—is associated with a position of the corresponding unit area. The temporary area arrangement unit arranges a temporary area in a position determined in accordance with a predetermined condition, on the map of scores. The target area detection unit performs, at least once, at least one of: (1) processing of changing the position of the temporary area on the map of scores, and (2) processing of changing a ratio of a length of the temporary area in a predetermined direction to that of the temporary area in an orthogonal direction.

5. 发明授权

US08532401B2 Image processing apparatus, image processing method, and computer-readable medium and computer data signal 有权
标题翻译：图像处理装置，图像处理方法以及计算机可读介质和计算机数据信号
公开(公告)号：US08532401B2
公开(公告)日：2013-09-10
申请号：US12499857
申请日：2009-07-09
申请人： Noriji Kato , Takashi Isozaki , Motofumi Fukui
发明人： Noriji Kato , Takashi Isozaki , Motofumi Fukui
IPC分类号： G06K9/68
CPC分类号： G06K9/4638 , G06T7/0014 , G06T7/194 , G06T2207/20021 , G06T2207/20076 , G06T2207/30108
摘要： An image processing apparatus includes a dividing unit, a first extracting unit, a quantizing unit, a generating unit and an image output unit. The dividing unit divides an object image into regions. The first extracting unit extracts image features of the regions generated by the dividing unit. The quantizing unit quantizes the image features extracted by the first extracting unit. The generating unit generates an expected value of an occurrence probability of each topic variable indicating similar images from the image features quantized by the quantizing unit, using a correlation between the image features quantized by the quantizing unit and the topic variables. The image output unit outputs an image of a defective portion in the object image, using the expected values of the occurrence probabilities of the topic variables generated by the generating unit.
摘要翻译：一种图像处理装置，包括分割单元，第一提取单元，量化单元，生成单元和图像输出单元。分割单元将对象图像划分为区域。第一提取单元提取由分割单元生成的区域的图像特征。量化单元量化由第一提取单元提取的图像特征。生成单元使用由量化单元量化的图像特征与主题变量之间的相关性，生成表示来自由量化单元量化的图像特征的相似图像的每个主题变量的发生概率的期望值。图像输出单元使用由生成单元生成的主题变量的发生概率的期望值，输出对象图像中的缺陷部分的图像。

6. 发明授权

US07634135B2 Image processing apparatus 有权
标题翻译：图像处理装置
公开(公告)号：US07634135B2
公开(公告)日：2009-12-15
申请号：US11144601
申请日：2005-06-06
申请人： Motofumi Fukui , Noriji Kato
发明人： Motofumi Fukui , Noriji Kato
IPC分类号： G06K9/34 , G06K9/62 , G06K9/00 , G06K9/46 , G06K9/66
CPC分类号： G06K9/4671 , G06K9/00234 , G06T7/254
摘要： The invention is an image processing apparatus for identifying a target area used as a target of processing among image data and performing predetermined processing, and is the image processing apparatus in which the image data is divided into plural partial areas based on a predetermined division rule and each of these plural partial areas is used as an attentional partial area and based on a feature quantity related to at least one of values or the number of pixels included in the attentional partial area and a feature quantity included in at least one of the other partial areas adjacent to each of the partial areas, a saliency feature value related to the attentional partial area is calculated and a target area used as a target of predetermined processing is decided based on the saliency feature value every each of the partial areas.
摘要翻译：本发明是一种用于识别用作图像数据中的处理对象的目标区域并执行预定处理的图像处理装置，并且是基于预定划分规则将图像数据划分成多个部分区域的图像处理装置，这些多个部分区域中的每一个被用作注意部分区域，并且基于与包括在注意部分区域中的值或像素数量中的至少一个有关的特征量，以及包括在其他部分区域中的至少一个中的特征量与每个部分区域相邻的区域，计算与注意部分区域相关的显着特征值，并且基于每个部分区域的显着特征值来确定用作预定处理的对象的目标区域。

7. 发明授权

US07590266B2 Image processing apparatus 失效
标题翻译：图像处理装置
公开(公告)号：US07590266B2
公开(公告)日：2009-09-15
申请号：US10930908
申请日：2004-09-01
申请人： Noriji Kato , Motofumi Fukui
发明人： Noriji Kato , Motofumi Fukui
IPC分类号： G06K9/00 , G06K9/62
CPC分类号： G06K9/4642 , G06K9/00275
摘要： An image processing apparatus is provided that is capable of executing identification of an object by using a two-dimensional-image having a relatively low resolution. In the image processing apparatus, image data obtained by photo capturing a prescribed object is used as a processing target; with respect to at least one plane relating to a part of the object, an N-dimensional estimated feature value (N ≧3) defining the plane is operated; the N-dimensional estimated feature value and information identifying the original object are associated with each other and stored as a recognition database in a storage unit; and the recognition database is applied to a recognition process of the object.
摘要翻译：提供一种图像处理装置，其能够通过使用具有相对低分辨率的二维图像来执行对象的识别。在图像处理装置中，将通过照片捕获指定对象获得的图像数据用作处理对象; 对于与物体的一部分相关的至少一个平面，限定该平面的N维估计特征值（N> = 3）被操作; N维估计特征值和识别原始对象的信息彼此相关联并作为识别数据库存储在存储单元中; 并且将识别数据库应用于对象的识别处理。

8. 发明授权

US08311962B2 Method and apparatus that divides, clusters, classifies, and analyzes images of lesions using histograms and correlation coefficients 有权
标题翻译：使用直方图和相关系数对病变图像进行分类，分类和分析的方法和装置
公开(公告)号：US08311962B2
公开(公告)日：2012-11-13
申请号：US12557137
申请日：2009-09-10
申请人： Noriji Kato , Takashi Isozaki , Motofumi Fukui
发明人： Noriji Kato , Takashi Isozaki , Motofumi Fukui
IPC分类号： G06E1/00
CPC分类号： G06K9/3233 , G06F19/00 , G06F19/321 , G06K2209/053 , G06T7/0012 , G06T7/11 , G06T2207/10072 , G06T2207/30096
摘要： There is provided a similar image providing device including: a lesion region extracting unit that extracts a lesion region from a subject diagnostic image; a local image feature extracting unit that extracts local image features; a quantizing unit that quantizes the local image features; a lesion classifying unit that classifies a lesion; a storing unit storing correlation coefficients between local image features and topic variables expressing degrees of progression or degrees of seriousness of lesions; an expected value estimating unit that acquires expected values of probabilities of occurrence of topic variables; an image storing unit that stores diagnostic images and the expected values; and a providing unit that provides diagnostic images corresponding to expected values of topic probabilities of occurrence that best approximate the expected values of the topic probabilities of occurrence.
摘要翻译：提供了一种类似的图像提供装置，包括：病变区域提取单元，从对象诊断图像提取病变区域; 本地图像特征提取单元，其提取局部图像特征; 用于量化局部图像特征的量化单元; 对病变进行分类的病变分类单元; 存储单元，其存储局部图像特征与表示病变程度或程度严重程度的主题变量之间的相关系数; 期望值估计单元，其获取主题变量的发生概率的期望值; 存储诊断图像和预期值的图像存储单元; 以及提供单元，其提供对应于最佳近似于主题发生概率的期望值的主题概率概率的诊断图像。

9. 发明授权

US07602943B2 Image processing apparatus, image processing method, and image processing program 有权
标题翻译：图像处理装置，图像处理方法和图像处理程序
公开(公告)号：US07602943B2
公开(公告)日：2009-10-13
申请号：US11338807
申请日：2006-01-25
申请人： Motofumi Fukui , Noriji Kato , Hirotsugu Kashimura
发明人： Motofumi Fukui , Noriji Kato , Hirotsugu Kashimura
IPC分类号： G06K9/00
CPC分类号： H04N1/387
摘要： An image processing apparatus includes a map generation unit, a temporary area arrangement unit and a target area detection unit. The map generation unit acquires a map of scores in which each score pertaining to a degree—to which a corresponding unit area of image data is likely to be contained in a target area—is associated with a position of the corresponding unit area. The temporary area arrangement unit arranges a temporary area in a position determined in accordance with a predetermined condition, on the map of scores. The target area detection unit performs, at least once, at least one of: (1) processing of changing the position of the temporary area on the map of scores, and (2) processing of changing a ratio of a length of the temporary area in a predetermined direction to that of the temporary area in an orthogonal direction.
摘要翻译：图像处理装置包括地图生成单元，临时区域配置单元和目标区域检测单元。地图生成单元获取与目标区域中可能包含图像数据的对应单位面积的程度有关的每个分数与相应单位区域的位置相关联的分数的图。临时区域布置单元将临时区域布置在根据预定条件确定的位置中，在分数图上。目标区域检测单元至少执行以下操作之一：（1）改变地图上的临时区域的位置的处理，以及（2）改变临时区域的长度的比例的处理在与正交方向的临时区域相同的方向上。

10. 发明申请

US20060093184A1 Image processing apparatus 有权
公开(公告)号：US20060093184A1
公开(公告)日：2006-05-04
申请号：US11144601
申请日：2005-06-06
申请人： Motofumi Fukui , Noriji Kato
发明人： Motofumi Fukui , Noriji Kato
IPC分类号： G06K9/00 , G06K9/46 , G06K9/34
CPC分类号： G06K9/4671 , G06K9/00234 , G06T7/254
摘要： The invention is an image processing apparatus for identifying a target area used as a target of processing among image data and performing predetermined processing, and is the image processing apparatus in which the image data is divided into plural partial areas based on a predetermined division rule and each of these plural partial areas is used as an attentional partial area and based on a feature quantity related to at least one of values or the number of pixels included in the attentional partial area and a feature quantity included in at least one of the other partial areas adjacent to each of the partial areas, a saliency feature value related to the attentional partial area is calculated and a target area used as a target of predetermined processing is decided based on the saliency feature value every each of the partial areas.

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