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1. 发明授权

US08396817B2 Learning apparatus, learning method, recognition apparatus, recognition method, and program 失效
标题翻译：学习装置，学习方法，识别装置，识别方法和程序
公开(公告)号：US08396817B2
公开(公告)日：2013-03-12
申请号：US12550188
申请日：2009-08-28
申请人： Jun Yokono , Yuichi Hasegawa
发明人： Jun Yokono , Yuichi Hasegawa
IPC分类号： G06F15/18 , G09B19/00
CPC分类号： G09B19/00
摘要： A learning apparatus includes a feature extractor for extracting a feature at a feature point in a plurality of training images including training images that contains a target object to be recognized and that does not contain the target object, a tentative learner generator for generating a tentative learner for detecting the target object in an image, where the tentative learner is formed from a plurality of weak learners through statistical learning using the training images and the feature obtained from the training images, and a learner generator for generating a final learner that is formed from at least one of the weak learners and that detects the target object in an image by substituting the feature into a feature function formed from some of the weak learners of the tentative learner so as to obtain a new feature and performing statistical learning using the new feature and training images.
摘要翻译：学习装置包括：特征提取器，用于在多个训练图像中的特征点处提取特征，所述训练图像包括包含要识别的目标对象并且不包含目标对象的训练图像;临时学习者生成器，用于生成临时学习者用于通过使用训练图像和从训练图像获得的特征的统计学习从多个弱学习者形成临时学习者的图像中的目标对象，以及用于生成最终学习者的学习者生成器，其由至少一个弱学习者，并且通过将特征代入从临时学习者的一些弱学习者形成的特征函数中来检测图像中的目标对象，以便获得新特征并使用新特征进行统计学习并训练图像。

2. 发明授权

US08726196B2 Gesture input device, gesture input method, and program 有权
标题翻译：手势输入设备，手势输入法和程序
公开(公告)号：US08726196B2
公开(公告)日：2014-05-13
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： G06F3/033 , G06K9/00 , G06K3/00 , G06F3/01
CPC分类号： G06F3/017 , G10L15/02
摘要： A gesture input device includes an input unit to which image information representing an action is input. The gesture input device also includes a detection unit that detects the action based on a shape of the input image information. The gesture input device further includes a prediction unit that predicts one or more gestures based on a detection result of the action. In addition, the gesture input device includes a notification unit that notifies an action to be performed next to input the predicted one or more gestures.
摘要翻译：手势输入装置包括输入表示动作的图像信息的输入单元。手势输入装置还包括基于输入图像信息的形状来检测动作的检测单元。手势输入装置还包括：预测单元，其基于动作的检测结果预测一个或多个手势。此外，手势输入装置包括通知单元，其通知下一步要执行的动作来输入预测的一个或多个手势。

3. 发明授权

US08582806B2 Device, method, and computer-readable storage medium for compositing images 有权
标题翻译：用于合成图像的设备，方法和计算机可读存储介质
公开(公告)号：US08582806B2
公开(公告)日：2013-11-12
申请号：US12571923
申请日：2009-10-01
申请人： Jun Yokono , Yuichi Hasegawa
发明人： Jun Yokono , Yuichi Hasegawa
IPC分类号： G06K9/00
CPC分类号： G06K9/00369 , G06K9/4619
摘要： An image processing apparatus includes a detector, a setting unit, and an image generator. The detector detects a target object image region from a first image. When one or more predetermined parameters are applicable to a target object within the region detected by the detector, the setting unit sets the relevant target object image region as a first region. The image generator then generates a second image by applying predetermined processing to either the image portion within the first region, or to the image portions in a second region containing image portions within the first image that are not contained in the first region.
摘要翻译：图像处理装置包括检测器，设置单元和图像生成器。检测器从第一图像检测目标对象图像区域。当一个或多个预定参数可应用于由检测器检测到的区域内的目标对象时，设置单元将相关目标对象图像区域设置为第一区域。然后，图像生成器通过对第一区域内的图像部分或者包含第一区域中不包含第一图像内的图像部分的第二区域中的图像部分施加预定处理来生成第二图像。

4. 发明授权

US08494258B2 Learning-based feature detection processing device and method 有权
标题翻译：基于学习的特征检测处理装置及方法
公开(公告)号：US08494258B2
公开(公告)日：2013-07-23
申请号：US12571946
申请日：2009-10-01
申请人： Jun Yokono , Yuichi Hasegawa
发明人： Jun Yokono , Yuichi Hasegawa
IPC分类号： G06K9/00 , G06K9/46 , G06K9/62
CPC分类号： G06K9/00369 , G06K9/00375 , G06K9/4609 , G06K9/4619 , G06K9/6256
摘要： A learning apparatus includes an image generator, a feature point extractor, a feature value calculator, and a classifier generator. The image generator generates, from an input image, images having differing scale coefficients. The feature point extractor extracts feature points from each image generated by the image generator. The feature value calculator calculates feature values for the feature points by filtering the feature points using a predetermined filter. The classifier generator generates one or more classifiers for detecting a predetermined target object from an image by means of statistical learning using the feature values.
摘要翻译：学习装置包括图像生成器，特征点提取器，特征量计算器和分类器生成器。图像发生器从输入图像生成具有不同比例系数的图像。特征点提取器从图像生成器生成的每个图像中提取特征点。特征值计算器通过使用预定滤波器对特征点进行滤波来计算特征点的特征值。分类器生成器通过使用特征值的统计学习来生成用于从图像检测预定目标对象的一个或多个分类器。

5. 发明授权

US09020210B2 Image processing system, image processing apparatus, image processing method, and program 有权
标题翻译：图像处理系统，图像处理装置，图像处理方法和程序
公开(公告)号：US09020210B2
公开(公告)日：2015-04-28
申请号：US12938559
申请日：2010-11-03
申请人： Yuichi Hasegawa , Jun Yokono , Keisuke Yamaoka
发明人： Yuichi Hasegawa , Jun Yokono , Keisuke Yamaoka
IPC分类号： G06K9/00 , G06T11/60 , G06T7/00
CPC分类号： G06K9/00369 , G06F17/30247 , G06K9/6201 , G06T7/70 , G06T11/60
摘要： An image processing system includes a storing section that stores a database in which specific pose data representing each of specific poses of a human, and effect manipulation data specifying each of manipulations applied to an image are registered in association with each other, a human region detecting section that detects a human region that is a region where a human appears in an image on which to perform image processing, a human pose recognizing section that recognizes a pose of the human in the human region detected by the human region detecting section, a matching section that finds the specific pose data matching the pose recognized by the human pose recognizing section, by referencing the database, and a manipulating section that applies a manipulation to the image on the basis of the effect manipulation data associated with the specific pose data found by the matching section.
摘要翻译：图像处理系统包括：存储部，其存储表示人的特定姿势的特定姿势数据的数据库，并且指定应用于图像的每个操作的效果操作数据相互关联，人区域检测检测作为人类出现在执行图像处理的图像中的区域的人类区域，识别由人类区域检测部检测到的人类中的人的姿势的人体姿势识别部，匹配通过参考数据库，找出与人体姿势识别部分所识别的姿势相匹配的特定姿态数据，以及基于与特定姿态数据相关联的效果操作数据对图像进行操纵的操纵部分，匹配部分。

6. 发明授权

US08823834B2 Image processing device for detecting a face or head region, a clothing region and for changing the clothing region 有权
标题翻译：用于检测脸部或头部区域的图像处理装置，服装区域和用于改变衣服区域的图像处理装置
公开(公告)号：US08823834B2
公开(公告)日：2014-09-02
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： G06K9/00 , G06K9/34 , G06T7/00 , G06T11/60 , G06K9/46
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。

7. 发明申请

US20110228982A1 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM 有权
标题翻译：信息处理设备，信息处理方法和程序
公开(公告)号：US20110228982A1
公开(公告)日：2011-09-22
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： G06K9/62
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。

8. 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。

9. 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。

10. 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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