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1. 发明授权

US08204889B2 System, method, and computer-readable medium for seeking representative images in image set 有权
标题翻译：用于在图像集中寻找代表性图像的系统，方法和计算机可读介质
公开(公告)号：US08204889B2
公开(公告)日：2012-06-19
申请号：US13033016
申请日：2011-02-23
申请人： Yuan Liu , Gang Wang , Tao Li , Yinghui Xu , Caizhi Zhu
发明人： Yuan Liu , Gang Wang , Tao Li , Yinghui Xu , Caizhi Zhu
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30265
摘要： System, method, and computer-readable medium for seeking representative images in an image set. Text features of each of the plural images are extracted. Diversity data of the image set is obtained based on the text features. A representative score of each of the plural images is calculated based on the diversity data. One or more of the images in the image set is selected as a representative image based on the representative score of the corresponding images.
摘要翻译：用于在图像集中寻找代表性图像的系统，方法和计算机可读介质。提取多个图像中的每一个的文本特征。基于文本特征获得图像集合的分集数据。基于分集数据计算多个图像中的每一个的代表分数。基于相应图像的代表性分数，选择图像集中的一个或多个图像作为代表图像。

2. 发明申请

US20110225172A1 SYSTEM, METHOD, AND COMPUTER-READABLE MEDIUM FOR SEEKING REPRESENTATIVE IMAGES IN IMAGE SET 有权
标题翻译：用于查找图像集中的代表图像的系统，方法和计算机可读介质
公开(公告)号：US20110225172A1
公开(公告)日：2011-09-15
申请号：US13033016
申请日：2011-02-23
申请人： Yuan LIU , Gang Wang , Tao Li , Yinghui Xu , Caizhi Zhu
发明人： Yuan LIU , Gang Wang , Tao Li , Yinghui Xu , Caizhi Zhu
IPC分类号： G06F17/30
CPC分类号： G06F17/30265
摘要： Disclosed are a system, a method, and a computer-readable medium for seeking representative images in an image set. The method comprises a text feature extracting step of extracting text features of each of the plural images; a diversity data obtaining step of obtaining diversity data of the image set based on the text features; a representative score calculating method of calculating a representative score of each of the plural images based on the diversity data; and a representative image selecting step of selecting one or more of the images in the image set based on the representative score of the corresponding images.
摘要翻译：公开了一种用于在图像集中寻找代表性图像的系统，方法和计算机可读介质。该方法包括提取多个图像中的每一个的文本特征的文本特征提取步骤; 分集数据获取步骤，基于所述文本特征获得所述图像集合的分集数据; 基于分集数据计算多个图像中的每一个的代表分数的代表分数计算方法; 以及代表图像选择步骤，基于相应图像的代表性分数来选择图像集中的一个或多个图像。

3. 发明授权

US08737771B2 Annotation addition method, annotation addition system using the same, and machine-readable medium 有权
标题翻译：注解加法，使用注释加法系统和机器可读介质
公开(公告)号：US08737771B2
公开(公告)日：2014-05-27
申请号：US13005062
申请日：2011-01-12
申请人： Yuan Liu , Tao Li , Yinghui Xu , Yi Chen , Lei Zhang
发明人： Yuan Liu , Tao Li , Yinghui Xu , Yi Chen , Lei Zhang
IPC分类号： G06K9/60 , G06K9/62 , G06K9/46 , G06K9/66 , G06F17/00
CPC分类号： G06F17/30038 , G06F17/30256
摘要： Disclosed are a method and a system for adding annotations into an input medium file. The method comprises a step of creating annotation detection models based on training samples formed by existing media files having annotations; a step of extracting coexistence coefficients of any two annotations based on appearance frequencies of the annotations in the training samples; a step of inputting the input medium file; a step of extracting sense-of-vision features from the input medium file; a step of obtaining initial annotations of the input medium file; a step of acquiring candidate annotations based on the initial annotations and the coexistence coefficients of the annotations in the training samples; and a step of selecting a final annotation set from the candidate annotations based on the sense-of-vision features of the input medium file and the coexistence coefficients by using the annotation detection models.
摘要翻译：公开了一种用于将注释添加到输入介质文件中的方法和系统。该方法包括基于由具有注释的现有媒体文件形成的训练样本来创建注释检测模型的步骤; 基于训练样本中注释的出现频率，提取任意两个注释的共存系数的步骤; 输入输入媒体文件的步骤; 从输入介质文件中提取感觉视觉特征的步骤; 获取输入媒体文件的初始注释的步骤; 基于训练样本中注释的初始注释和共存系数获取候选注释的步骤; 以及通过使用注释检测模型，基于输入介质文件的视觉特征和共存系数从候选注释中选择最终注释集的步骤。

4. 发明授权

US08660317B2 Object image detection method and object image detection device for detecting an object image from an input image 有权
标题翻译：对象图像检测方法和物体图像检测装置，用于从输入图像检测物体图像
公开(公告)号：US08660317B2
公开(公告)日：2014-02-25
申请号：US12076612
申请日：2008-03-20
申请人： Tao Li , Haike Guan , Gang Wang , Zhongchao Shi , Cheng Du
发明人： Tao Li , Haike Guan , Gang Wang , Zhongchao Shi , Cheng Du
IPC分类号： G06K9/00
CPC分类号： G06K9/3208 , G06K9/00228 , G06K9/4614
摘要： An object image detection device is disclosed that is able to rapidly detect an object image from an input image without a great deal of computation. The object image detection device includes an object image classification unit for determining whether the object images are included in an image having a given orientation, an image orientation detection unit for detecting orientation of the input image, an image rotation unit for rotating the object image classification unit according to the detected orientation of the input image, and a detection unit for detecting the object images from the input image by using the rotated object image classification unit.
摘要翻译：公开了一种能够在没有大量计算的情况下从输入图像快速检测物体图像的物体图像检测装置。对象图像检测装置包括：对象图像分类单元，用于确定对象图像是否包括在具有给定取向的图像中;图像取向检测单元，用于检测输入图像的取向;图像旋转单元，用于旋转对象图像分类根据检测到的输入图像的方向的单位，以及检测单元，用于通过使用旋转的对象图像分类单元从输入图像检测对象图像。

5. 发明申请

US20110194779A1 APPARATUS AND METHOD FOR DETECTING MULTI-VIEW SPECIFIC OBJECT 审中-公开
标题翻译：用于检测多视图特定对象的装置和方法
公开(公告)号：US20110194779A1
公开(公告)日：2011-08-11
申请号：US12968603
申请日：2010-12-15
申请人： Cheng ZHONG , Zhongchao Shi , Xun Yuan , Tong Liu , Tao Li , Gang Wang
发明人： Cheng ZHONG , Zhongchao Shi , Xun Yuan , Tong Liu , Tao Li , Gang Wang
IPC分类号： G06K9/68
CPC分类号： G06K9/00288 , G06K9/6203
摘要： Disclosed are an apparatus and a method for determining a multi-view specific object. The apparatus comprises an input device for inputting image data; and cascade classifiers formed of stage classifiers corresponding to a same detection angle, the stage classifiers corresponding to different features. Each cascade classifier is for calculating a degree of confidence of the image data of a specific object corresponding to the detection angle based on the aspect of the corresponding feature, and determining whether the image data belongs to the specific object based on the degree of confidence. A self-adaptive posture prediction device is disposed between two stage classifiers in each cascade classifier, and is used to determine whether the image data enters the cascade classifiers corresponding to the detection angles and located after the self-adaptive posture prediction device.
摘要翻译：公开了一种用于确定多视图特定对象的装置和方法。该装置包括用于输入图像数据的输入装置; 并且级联分类器由阶段分类器形成，对应于相同的检测角度，阶段分类器对应于不同的特征。每个级联分类器用于基于相应特征的方面来计算与检测角度对应的特定对象的图像数据的置信度，并且基于置信度来确定图像数据是否属于特定对象。自适应姿势预测装置设置在每个级联分类器中的两级分类器之间，并且用于确定图像数据是否进入与检测角度相对应并位于自适应姿势预测装置之后的级联分类器。

6. 发明授权

US08295606B2 Device and method for detecting shadow in image 有权
标题翻译：用于检测图像阴影的设备和方法
公开(公告)号：US08295606B2
公开(公告)日：2012-10-23
申请号：US12656586
申请日：2010-02-04
申请人： Tao Li , Xun Yuan , Gang Wang , Zhongchao Shi
发明人： Tao Li , Xun Yuan , Gang Wang , Zhongchao Shi
IPC分类号： G06K9/62
CPC分类号： G06K9/00771 , G06K9/6269 , G06T7/11 , G06T7/174 , G06T7/90 , G06T2207/10024 , G06T2207/20021
摘要： A device for detecting a shadow region in an image includes an imaging module generating a multi-channel image including brightness, red, green, and blue channels, a brightness correcting module correcting values of the brightness channel based on imaging parameters and outputting a corrected multi-channel image, a scene classifying module determining to carry out a shadow detection on the corrected multi-channel image, a shadow detecting module classifying pixels of the corrected multi-channel image into a shadow or non-shadow pixel, and generating a shadow classification mark matrix having pixels having a shadow classification mark value corresponding to the classification, a region segmentation module segmenting the multi-channel image into regions having pixels having similar color values, and generating a region mark matrix having pixels having a region mark value, and a post-processing module updating the shadow classification mark matrix based on the shadow classification mark matrix and region mark matrix.
摘要翻译：用于检测图像中的阴影区域的设备包括：成像模块，其生成包括亮度，红色，绿色和蓝色通道的多通道图像;亮度校正模块，其基于成像参数校正亮度通道的值，并输出校正的多个通道图像，场景分类模块，其确定对所述校正的多通道图像执行阴影检测;阴影检测模块，将所述校正的多通道图像的像素分类为阴影或非阴影像素，并且生成阴影分类具有与分类对应的影子分类标记值的像素的标记矩阵，将多声道图像分割为具有相似色值的像素的区域的区域分割模块，以及生成具有区域标记值的像素的区域标记矩阵，以及后处理模块基于阴影分类标记m来更新阴影分类标记矩阵 atrix和区域标记矩阵。

7. 发明申请

US20100322510A1 Sky detection system used in image extraction device and method using sky detection system 有权
标题翻译：天文检测系统用于图像提取装置和方法采用天空检测系统
公开(公告)号：US20100322510A1
公开(公告)日：2010-12-23
申请号：US12801322
申请日：2010-06-03
申请人： Xun Yuan , Tao Li , Gang Wang , Zhongchao Shi
发明人： Xun Yuan , Tao Li , Gang Wang , Zhongchao Shi
IPC分类号： G06K9/00
CPC分类号： G06K9/00697 , G06K9/6269
摘要： Disclosed is a sky detection system that detects sky in an image collection device. The system includes an image collection unit that collects information of a color image; a color-feature extraction unit that extracts a color feature of each pixel from the collected image; a distance measurement unit that measures a distance between each pixel of the collected image and a lens; a first classification unit that classifies each pixel of the collected image as either a sky pixel or a non-sky pixel based on the color feature; and a second classification unit that further classifies each pixel of the collected image as either the sky pixel or the non-sky pixel based on the distance and a result of the first classification unit.
摘要翻译：公开了一种在图像采集装置中检测天空的天体检测系统。该系统包括：图像收集单元，其收集彩色图像的信息; 颜色特征提取单元，从所收集的图像中提取每个像素的颜色特征; 距离测量单元，其测量所收集的图像的每个像素与透镜之间的距离; 第一分类单元，其基于颜色特征将所收集的图像的每个像素分类为天空像素或非天空像素; 以及第二分类单元，其基于距离和第一分类单元的结果将所收集的图像的每个像素进一步分类为天空像素或非天空像素。

8. 发明申请

US20090290796A1 Image processing apparatus and image processing method 失效
标题翻译：图像处理装置和图像处理方法
公开(公告)号：US20090290796A1
公开(公告)日：2009-11-26
申请号：US12453500
申请日：2009-05-13
申请人： Zhongchao Shi , Cheng Du , Tao Li , Gang Wang
发明人： Zhongchao Shi , Cheng Du , Tao Li , Gang Wang
IPC分类号： G06K9/34 , H04N9/74
CPC分类号： G06T5/002 , G06T5/005 , G06T5/30 , G06T7/194
摘要： An image processing apparatus and an image processing method blurs a background portion of an image. The image processing apparatus includes an image acquiring unit for acquiring original image data; an image processing unit for separating background pixels from foreground pixels in the original image; an image filtering unit for filtering the background pixels; and an image merging unit for merging the foreground pixels with the filtered background pixels in order to generate a new image having a blurred background.
摘要翻译：图像处理装置和图像处理方法模糊图像的背景部分。图像处理装置包括：图像获取单元，用于获取原始图像数据; 图像处理单元，用于将原始图像中的背景像素与前景像素分离; 用于过滤背景像素的图像滤波单元; 以及用于将前景像素与滤波后的背景像素合并以产生具有模糊背景的新图像的图像合并单元。

9. 发明申请

US20090290040A1 Image dynamic range compression method, apparatus, and digital camera 有权
标题翻译：图像动态范围压缩方法，设备和数码相机
公开(公告)号：US20090290040A1
公开(公告)日：2009-11-26
申请号：US12453501
申请日：2009-05-13
申请人： Cheng Du , Tong Liu , Gang Wang , Zhongchao Shi , Tao Li
发明人： Cheng Du , Tong Liu , Gang Wang , Zhongchao Shi , Tao Li
IPC分类号： H04N5/228 , G06K9/36
CPC分类号： H04N5/243 , G06T5/009 , H04N5/20
摘要： A method of compressing an original dynamic range of an original image, includes a first step of obtaining a reduced image corresponding to the original image by performing quantization and downsampling on the original image that has been input; a second step of calculating a look-up table based on the reduced image, wherein the look-up table indicates a mapping relationship between the original dynamic range of the original image and a dynamic range of a medium; and a third step of mapping each of the pixels in the original image from the original dynamic range of the original image onto the dynamic range of the medium based on the look-up table.
摘要翻译：一种压缩原始图像的原始动态范围的方法包括：通过对已经输入的原始图像进行量化和下采样来获得与原始图像相对应的缩小图像的第一步骤; 基于缩小图像计算查找表的第二步骤，其中查找表指示原始图像的原始动态范围与介质的动态范围之间的映射关系; 以及第三步骤，基于查找表将原始图像中的每个像素从原始图像的原始动态范围映射到介质的动态范围。

10. 发明授权

US08254643B2 Image processing method and device for object recognition 有权
标题翻译：图像处理方法和物体识别装置
公开(公告)号：US08254643B2
公开(公告)日：2012-08-28
申请号：US12076676
申请日：2008-03-21
申请人： Zhongchao Shi , Haike Guan , Gang Wang , Tao Li , Cheng Du
发明人： Zhongchao Shi , Haike Guan , Gang Wang , Tao Li , Cheng Du
IPC分类号： G06K9/00
CPC分类号： G06K9/6857 , G06K9/00228 , G06K9/00248 , G06K9/2054 , G06K9/4642
摘要： An object image detection device is disclosed that is able to rapidly detect an object image from an input image. The object image detection device includes an image block generation unit to generate plural image blocks from the input image for detecting the object images, an image classification unit to determine whether each of the image blocks includes one or more of the object images by using one or more features of the object images, and acquire the image blocks including the object images to be object image candidates; and a detection unit to sequentially detect the object images from the object image candidates. The image classification unit acquires the object image candidates based on a relative positional relationship between the image blocks and already-acquired object image candidates.
摘要翻译：公开了一种能够从输入图像快速检测物体图像的物体图像检测装置。对象图像检测装置包括：图像块生成单元，用于从用于检测对象图像的输入图像生成多个图像块;图像分类单元，用于通过使用一个或多个图像块来确定每个图像块是否包括一个或多个对象图像; 获取对象图像的更多特征，并且获取包括作为对象图像候选的对象图像的图像块; 以及检测单元，用于从所述对象图像候选中顺序地检测所述对象图像。图像分类单元基于图像块和已经获取的对象图像候选之间的相对位置关系来获取对象图像候选。

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