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51. 发明授权

US09275305B2 Learning device and method, recognition device and method, and program 有权
标题翻译：学习装置与方法，识别装置及方法及程序
公开(公告)号：US09275305B2
公开(公告)日：2016-03-01
申请号：US12915838
申请日：2010-10-29
申请人： Jun Yokono
发明人： Jun Yokono
IPC分类号： G06K9/00 , G06K9/62 , G06K9/46
CPC分类号： G06K9/6256 , G06K9/00369 , G06K9/46 , G06K9/4614 , G06K9/4619 , G06K9/4642 , G06K9/4647 , G06K9/468 , G06K2009/4666
摘要： A learning device includes: a generating unit configured to generate an image having different resolution from an input image; an extracting unit configured to extract a feature point serving as a processing object from an image generated by the generating unit; a calculating unit configured to calculate the feature amount of the feature point by subjecting the feature point to filter processing employing a predetermined filter; and an identifier generating unit configured to generate an identifier for detecting a predetermined target object from the image by statistical learning employing the feature amount; with the filter including a plurality of regions, and the calculating unit taking the difference value of difference within the regions as the feature amount.
摘要翻译：学习装置包括：生成单元，被配置为从输入图像生成具有不同分辨率的图像; 提取单元，被配置为从由所述生成单元生成的图像提取用作处理对象的特征点; 计算单元，被配置为通过对特征点进行使用预定滤波器的滤波处理来计算特征点的特征量; 以及标识符生成单元，被配置为通过使用所述特征量的统计学习从所述图像生成用于检测预定目标对象的标识符; 所述滤波器包括多个区域，并且所述计算单元将所述区域内的差值的差值作为特征量。

52. 发明授权

US09208405B2 Systems and methods for digital image analysis 有权
标题翻译：数字图像分析的系统和方法
公开(公告)号：US09208405B2
公开(公告)日：2015-12-08
申请号：US12851818
申请日：2010-08-06
申请人： Shengyang Dai , Su Wang , Akira Nakamura , Takeshi Ohashi , Jun Yokono
发明人： Shengyang Dai , Su Wang , Akira Nakamura , Takeshi Ohashi , Jun Yokono
IPC分类号： G06K9/00 , G06K9/62
CPC分类号： G06K9/6292 , G06K9/6254
摘要： Systems and methods for implementing a hierarchical image recognition framework for classifying digital images are provided. The provided hierarchical image recognition framework utilizes a multi-layer approach to model training and image classification tasks. A first layer of the hierarchical image recognition framework generates first layer confidence scores, which are utilized by the second layer to produce a final recognition score. The provided hierarchical image recognition framework permits model training and image classification tasks to be performed more accurately and in a less resource intensive fashion than conventional single-layer image recognition frameworks. In some embodiments real-time operator guidance is provided for an image classification task.
摘要翻译：提供了用于实现用于分类数字图像的分层图像识别框架的系统和方法。所提供的分层图像识别框架利用多层方法对训练和图像分类任务进行建模。分层图像识别框架的第一层产生第一层置信度得分，其由第二层利用以产生最终识别分数。所提供的分层图像识别框架允许模型训练和图像分类任务以比常规单层图像识别框架更精确和更少资源密集的方式执行。在一些实施例中，为图像分类任务提供了实时操作者指导。

53. 发明申请

US20130243308A1 INTEGRATED INTERACTIVE SEGMENTATION WITH SPATIAL CONSTRAINT FOR DIGITAL IMAGE ANALYSIS 有权
标题翻译：用于数字图像分析的空间约束的集成交互分段
公开(公告)号：US20130243308A1
公开(公告)日：2013-09-19
申请号：US13423209
申请日：2012-03-17
申请人： Su Wang , Shengyang Dai , Xun Xu , Akira Nakamura , Takeshi Ohashi , Jun Yokono
发明人： Su Wang , Shengyang Dai , Xun Xu , Akira Nakamura , Takeshi Ohashi , Jun Yokono
IPC分类号： G06K9/62
CPC分类号： G06T7/0081 , G06K9/00 , G06T7/11 , G06T7/143 , G06T7/162 , G06T7/194 , G06T2207/20081
摘要： An integrated interactive segmentation with spatial constraint method utilizes a combination of several of the most popular online learning algorithms into one and implements a spatial constraint which defines a valid mask local to the user's given marks. Additionally, both supervised learning and statistical analysis are integrated, which are able to compensate each other. Once prediction and activation are obtained, pixel-wised multiplication is conducted to fully indicate how likely each pixel belongs to the foreground or background.
摘要翻译：具有空间约束方法的集成交互式分割将几种最流行的在线学习算法的组合应用于一种，并实现了定义用户给定标记本地的有效掩码的空间约束。此外，监督学习和统计分析都是综合的，可以相互补偿。一旦获得了预测和激活，就进行像素增益乘法以完全指示每个像素属于前景或背景的可能性。

54. 发明授权

US08437507B2 Information processing device, information processing method, and program 有权
标题翻译：信息处理装置，信息处理方法和程序
公开(公告)号：US08437507B2
公开(公告)日：2013-05-07
申请号：US13035064
申请日：2011-02-25
申请人： Ning Zhou , Keisuke Yamaoka , Jun Yokono , Yuichi Hasegawa
发明人： Ning Zhou , Keisuke Yamaoka , Jun Yokono , Yuichi Hasegawa
IPC分类号： G06K9/00 , H04N5/225
CPC分类号： G06K9/00355 , G06T7/246 , G06T7/277 , G06T7/285 , G06T7/292 , G06T2207/10016 , G06T2207/10021 , G06T2207/10024 , G06T2207/20076 , G06T2207/20081
摘要： An information processing device includes a learning image input unit configured to input a learning image, in which a tracked object is captured on different shooting conditions, together with the shooting conditions, a feature response calculation unit configured to calculate a response of one or more integrated features, with respect to the learning image while changing a parameter in accordance with the shooting conditions, a feature learning unit configured to recognize spatial distribution of the one or more integrated features in the learning image based on a calculation result of the response and evaluate a relationship between the shooting conditions and the parameter and a spatial relationship among the integrated features so as to learn a feature of the tracked object, and a feature storage unit configured to store a learning result of the feature.
摘要翻译：一种信息处理装置，包括：学习图像输入单元，被配置为输入与拍摄条件一起在不同拍摄条件下拍摄被跟踪对象的学习图像;特征响应计算单元，被配置为计算一个或多个积分特征，相对于根据拍摄条件改变参数的学习图像，特征学习单元被配置为基于所述响应的计算结果来识别所述学习图像中的所述一个或多个集成特征的空间分布，并评估拍摄条件与参数之间的关系以及集成特征之间的空间关系，以便学习跟踪对象的特征，以及特征存储单元，其被配置为存储特征的学习结果。

55. 发明授权

US08331616B2 Face image processing apparatus, face image processing method, and computer program 失效
标题翻译：面部图像处理装置，面部图像处理方法和计算机程序
公开(公告)号：US08331616B2
公开(公告)日：2012-12-11
申请号：US12191610
申请日：2008-08-14
申请人： Kohtaro Sabe , Atsushi Okubo , Jun Yokono
发明人： Kohtaro Sabe , Atsushi Okubo , Jun Yokono
IPC分类号： G06K9/00
CPC分类号： G06K9/00248
摘要： A face image processing apparatus selects feature points and feature for identifying a person through statistical learning. The apparatus includes input means for inputting a face image detected by arbitrary face detection means, face parts detection means for detecting the positions of face parts in several locations from the input face image, face pose estimation means for estimating face pose based on the detected positions of face parts, feature point position correcting means for correcting the position of each feature point used for identifying the person based on the result of estimation of face pose by the face pose estimation means, and face identifying means for identifying the person by calculating a feature of the input face image at each feature point after position correction is performed by the feature point position correcting means and checking the feature against a feature of a registered face.
摘要翻译：面部图像处理装置通过统计学习选择特征点和特征来识别人。该装置包括用于输入由任意面部检测装置检测到的面部图像的输入装置，用于从输入面部图像检测几个位置中的面部部分的位置的面部部位检测装置，基于检测位置估计面部姿势的面部姿势估计装置特征点位置校正装置，用于根据面部姿势估计装置的面部姿势的估计结果校正用于识别人的每个特征点的位置，以及面部识别装置，用于通过计算特征来识别人物通过特征点位置校正装置执行位置校正之后的每个特征点处的输入面部图像，并针对登记面部的特征检查特征。

56. 发明申请

US20120306934A1 IMAGE PROCESSING DEVICE, IMAGE PROCESSING METHOD, RECORDING MEDIUM, AND PROGRAM 有权
标题翻译：图像处理装置，图像处理方法，记录媒体和程序
公开(公告)号：US20120306934A1
公开(公告)日：2012-12-06
申请号：US13477521
申请日：2012-05-22
申请人： Takeshi Ohashi , Jun Yokono , Takuya Narihira
发明人： Takeshi Ohashi , Jun Yokono , Takuya Narihira
IPC分类号： G09G5/00
CPC分类号： G09G5/34 , G09G2380/08
摘要： There is provided an image processing device including a movement section which scrolls a medical image on a screen, and a display control section which, in a case where the medical image is scrolled on the screen, controls a display section to display the medical image in a manner that an observation reference position of a diagnosis region of the medical image passes through a display reference position of a display region of the screen.
摘要翻译：提供了一种图像处理装置，包括：滚动屏幕上的医学图像的移动部分;以及显示控制部分，其在医学图像在屏幕上滚动的情况下，控制显示部分显示医学图像医疗图像的诊断区域的观察基准位置通过屏幕的显示区域的显示基准位置的方式。

57. 发明申请

US20120033861A1 SYSTEMS AND METHODS FOR DIGITAL IMAGE ANALYSIS 有权
标题翻译：数字图像分析系统与方法
公开(公告)号：US20120033861A1
公开(公告)日：2012-02-09
申请号：US12851818
申请日：2010-08-06
申请人： Shengyang Dai , Su Wang , Akira Nakamura , Takeshi Ohashi , Jun Yokono
发明人： Shengyang Dai , Su Wang , Akira Nakamura , Takeshi Ohashi , Jun Yokono
IPC分类号： G06K9/00
CPC分类号： G06K9/6292 , G06K9/6254
摘要： Systems and methods for implementing a hierarchical image recognition framework for classifying digital images are provided. The provided hierarchical image recognition framework utilizes a multi-layer approach to model training and image classification tasks. A first layer of the hierarchical image recognition framework generates first layer confidence scores, which are utilized by the second layer to produce a final recognition score. The provided hierarchical image recognition framework permits model training and image classification tasks to be performed more accurately and in a less resource intensive fashion than conventional single-layer image recognition frameworks. In some embodiments real-time operator guidance is provided for an image classification task.
摘要翻译：提供了用于实现用于分类数字图像的分层图像识别框架的系统和方法。所提供的分层图像识别框架利用多层方法对训练和图像分类任务进行建模。分层图像识别框架的第一层产生第一层置信度得分，其由第二层利用以产生最终识别分数。所提供的分层图像识别框架允许模型训练和图像分类任务以比常规单层图像识别框架更精确和更少资源密集的方式执行。在一些实施例中，为图像分类任务提供了实时操作者指导。

58. 发明申请

US20110299731A1 INFORMATION PROCESSING DEVICE AND METHOD, AND PROGRAM 有权
标题翻译：信息处理设备和方法，程序
公开(公告)号：US20110299731A1
公开(公告)日：2011-12-08
申请号：US13116412
申请日：2011-05-26
申请人： Jun Yokono , Kohtaro Sabe
发明人： Jun Yokono , Kohtaro Sabe
IPC分类号： G06K9/00
CPC分类号： G06K9/6257 , G06K9/00791 , G06K2009/4666
摘要： An information processing device includes a first calculation unit which calculates a score of each sample image including a positive image in which an object as an identification object is present and a negative image in which the object as the identification object is not present, for each weak identifier of an identifier including a plurality of weak identifiers, a second calculation unit which calculates the number of scores when the negative image is processed, which are scores less than a minimum score among scores when the positive image is processed; and an realignment unit which realigns the weak identifiers in order from a weak identifier in which the number calculated by the second calculation unit is a maximum.
摘要翻译：一种信息处理设备，包括：第一计算单元，其计算包含其中存在作为识别对象的对象的正图像和不存在作为识别对象的对象的负图像的每个样本图像的得分，对于每个弱标识符包括多个弱标识符的标识符;第二计算单元，当处理正图像时，计算负图像处理时的得分数，该分数小于分数中的最小得分; 以及重新排列单元，其从由第二计算单元计算的数量最大的弱识别符依次重新排列弱标识符。

59. 发明申请

US20110273592A1 IMAGE PROCESSING DEVICE, IMAGE PROCESSING METHOD, AND PROGRAM 有权
标题翻译：图像处理设备，图像处理方法和程序
公开(公告)号：US20110273592A1
公开(公告)日：2011-11-10
申请号：US13071009
申请日：2011-03-24
申请人： Keisuke YAMAOKA , Jun Yokono , Yuichi Hasegawa
发明人： Keisuke YAMAOKA , Jun Yokono , Yuichi Hasegawa
IPC分类号： H04N5/262
CPC分类号： G06T11/60 , G06K9/00221 , G06K9/00234 , G06K9/00362 , G06K9/00577 , G06K9/469 , G06T7/11 , G06T2207/30201
摘要： An image processing device includes a clothing extractor extracting a face or head portion from an input image, the face or head portion being a region estimated to be a face or head image, and extracting a clothing region from a region immediately below the face or head portion, the clothing region being a region estimated to be a clothing image, and a clothing converter changing clothing in the input image by performing predetermined image processing on an image in the clothing region in the input image.
摘要翻译：图像处理装置包括从输入图像提取面部或头部的衣服提取器，面部或头部是估计为脸部或头部图像的区域，以及从面部或头部正下方的区域提取服装区域衣服区域是估计为服装图像的区域，以及服装转换器，通过对输入图像中的服装区域中的图像执行预定图像处理来改变输入图像中的衣服。

60. 发明申请

US20110239118A1 GESTURE INPUT DEVICE, GESTURE INPUT METHOD, AND PROGRAM 有权
标题翻译：手势输入装置，手势输入方法和程序
公开(公告)号：US20110239118A1
公开(公告)日：2011-09-29
申请号：US13045777
申请日：2011-03-11
申请人： Keisuke Yamaoka , Jun Yokono , Yuichi Hasegawa , Ning Zhou , Hirotaka Suzuki
发明人： Keisuke Yamaoka , Jun Yokono , Yuichi Hasegawa , Ning Zhou , Hirotaka Suzuki
IPC分类号： G06F3/01
CPC分类号： G06F3/017 , G10L15/02
摘要： There is provided a gesture input device including an input unit to which at least one of image information and voice information representing a user's action is input, a detection unit that detects the user's action based on the input at least one of the image information and the voice information, a prediction unit that predicts one or more gestures that the user desires to input based on a detection result of the action, and a notification unit that notifies the user of an action to be performed next by the user in order to input the predicted one or more gestures.
摘要翻译：提供了一种手势输入装置，包括输入单元，至少一个图像信息和表示用户动作的语音信息被输入到该输入单元中;检测单元，其基于输入图像信息和图像信息中的至少一个来检测用户的动作; 语音信息，基于动作的检测结果来预测用户希望输入的一个或多个手势的预测单元，以及通知单元，其向用户通知下一步要由用户执行的动作，以便输入预测一个或多个手势。

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