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    • 1. 发明授权
    • System and method for image facial area detection employing skin tones
    • 使用肤色的图像面部区域检测的系统和方法
    • US07916905B2
    • 2011-03-29
    • US12322394
    • 2009-02-02
    • Jonathan YenTony Quach
    • Jonathan YenTony Quach
    • G06K9/00G06K9/46G06K9/66
    • G06K9/00234
    • The subject application is directed to a system and method for image facial detection employing skin tones. Image data comprised of a plurality of pixels encoded in at least a three dimensional component space is received and sub-sampled region data is generated from the received image data. A percentage of pixels having a low chroma value below a threshold value is then calculated and tested against a predetermined percentage threshold value. Each pixel is then classified in accordance with a skin tone model. Skin tone map data is then generated based on classification and a skin tone mask is output form the map data.
    • 本申请涉及使用肤色的图像面部检测系统和方法。 接收由至少三维分量空间中编码的多个像素构成的图像数据,并从接收到的图像数据生成子采样区域数据。 然后根据预定百分比阈值计算和测试具有低于阈值的低色度值的像素的百分比。 然后根据肤色模型对每个像素进行分类。 然后基于分类生成皮肤色调图数据,并且从地图数据输出肤色蒙版。
    • 2. 发明申请
    • System and method for image facial area detection employing skin tones
    • 使用肤色的图像面部区域检测的系统和方法
    • US20100195911A1
    • 2010-08-05
    • US12322394
    • 2009-02-02
    • Jonathan YenTony Quach
    • Jonathan YenTony Quach
    • G06K9/46
    • G06K9/00234
    • The subject application is directed to a system and method for image facial detection employing skin tones. Image data comprised of a plurality of pixels encoded in at least a three dimensional component space is received and sub-sampled region data is generated from the received image data. A percentage of pixels having a low chroma value below a threshold value is then calculated and tested against a predetermined percentage threshold value. Each pixel is then classified in accordance with a skin tone model. Skin tone map data is then generated based on classification and a skin tone mask is output form the map data.
    • 本申请涉及使用肤色的图像面部检测系统和方法。 接收由至少三维分量空间中编码的多个像素构成的图像数据,并从接收到的图像数据生成子采样区域数据。 然后根据预定百分比阈值计算和测试具有低于阈值的低色度值的像素的百分比。 然后根据肤色模型对每个像素进行分类。 然后基于分类生成皮肤色调图数据,并且从地图数据输出肤色蒙版。
    • 3. 发明授权
    • System and method for validation of face detection in electronic images
    • 电子图像中面部检测验证的系统和方法
    • US08238604B2
    • 2012-08-07
    • US12193390
    • 2008-08-18
    • Jonathan YenTony Quach
    • Jonathan YenTony Quach
    • G06K9/00
    • G06K9/00228G06K9/6262
    • The subject application is directed to a system and method for validation of face detection in electronic images. Image data is first received along with at least one image portion that includes a possible facial depiction. Eye position data, nose position data, and mouth position data are also received. A reference point at a central location of the at least one image portion is then isolated. A width of the image portion is then isolated, and a facial region is isolated in accordance with the eye, nose, and mouth position data. The eye distance is then determined from the received eye position data. The isolated facial region data is then tested against the reference point and eye distance is tested against a width of the image portion. An output is generated corresponding to the accuracy of isolated facial region in accordance with the tests.
    • 本申请涉及用于验证电子图像中的人脸检测的系统和方法。 首先接收图像数据以及包括可能的面部描绘的至少一个图像部分。 眼睛位置数据,鼻位置数据和嘴位置数据也被接收。 然后隔离至少一个图像部分的中心位置处的参考点。 然后隔离图像部分的宽度,并且根据眼睛,鼻子和嘴部位置数据隔离面部区域。 然后从接收到的眼睛位置数据确定眼睛距离。 然后针对参考点测试孤立的面部区域数据,并针对图像部分的宽度测试眼睛距离。 根据测试产生对应于孤立面部区域的准确度的输出。
    • 4. 发明申请
    • System and method for enhancement of images in a selected region of interest of a captured image
    • 用于增强拍摄图像的所选择的感兴趣区域中的图像的系统和方法
    • US20110044552A1
    • 2011-02-24
    • US12583625
    • 2009-08-24
    • Jonathan YenTony Quach
    • Jonathan YenTony Quach
    • G06K9/40
    • H04N1/3872
    • The subject application is directed to a system and method for image enhancement. Image data is received that contains a rectangular array of pixels encoded in a multidimensional color space. The image data is scaled to a scaled rectangular array having a smaller number of pixels such that both a selected rectangular dimension and a complimentary dimension are scaled to preselected dimension values. Region-of-interest data is received for an isolated region in the image data. A mask matrix, having a rectangular array of elements corresponding to pixels of the scaled rectangular array, is stored. The mask matrix, populated using region-of-interest data, has first and second values associated with each entry, with the first value, but not the second value, corresponding to a region of interest in the scaled rectangular array. Received image data is adjusted according to image data values based on pixel values associated with first value elements.
    • 本申请涉及用于图像增强的系统和方法。 接收包含以多维颜色空间编码的矩形矩阵阵列的图像数据。 图像数据被缩放到具有较小数量的像素的缩放的矩形阵列,使得所选择的矩形尺寸和互补尺寸都被缩放到预选尺寸值。 为图像数据中的隔离区域接收感兴趣区域数据。 存储具有与缩放的矩形阵列的像素对应的元素的矩形阵列的掩模矩阵。 使用感兴趣区域数据填充的掩码矩阵具有与每个条目相关联的第一和第二值,其具有对应于按比例缩放的矩形阵列中的感兴趣区域的第一值而不是第二值。 基于与第一值元素相关联的像素值的图像数据值来调整接收到的图像数据。
    • 6. 发明申请
    • System and method for backlit image detection
    • 用于背光图像检测的系统和方法
    • US20110044541A1
    • 2011-02-24
    • US12583624
    • 2009-08-24
    • William C. KressJonathan Yen
    • William C. KressJonathan Yen
    • G06K9/00
    • G06T7/0002G06T2207/10004G06T2207/30168
    • The subject application is directed to a system and method for detecting backlit images. Encoded color image data is first received into a computer having a processor and associated data storage. Histogram data is then calculated from the received encoded color image data, and a mid-tone range in normalized histogram data is then detected. A zone of normalized pixel counts within the mid-tone range is then selected. Data representing an entry point and an exit point of the normalized histogram data relative to the selected zone is then generated. A plateau area is detected in the histogram data in the selected zone between the entry point and the exit point. Thereafter, a backlit image detection signal is generated indicating whether a backlit image portion is present in the color image data according to the plateau detection.
    • 本申请涉及用于检测背光图像的系统和方法。 编码的彩色图像数据首先被接收到具有处理器和相关联的数据存储器的计算机中。 然后从接收到的编码彩色图像数据计算直方图数据,然后检测归一化直方图数据中的中间色调范围。 然后选择中音范围内的归一化像素计数区域。 然后生成表示归一化直方图数据相对于所选择的区域的入口点和出口点的数据。 在入口点和出口点之间的所选区域的直方图数据中检测到平台区。 此后,产生背光图像检测信号,指示根据平台检测在彩色图像数据中是否存在背光图像部分。
    • 7. 发明授权
    • Detecting and correcting peteye
    • 检测和纠正peteye
    • US07747071B2
    • 2010-06-29
    • US11260636
    • 2005-10-27
    • Jonathan YenDaniel TretterHuitao LuoSuk Hwan Lim
    • Jonathan YenDaniel TretterHuitao LuoSuk Hwan Lim
    • G06K9/00
    • G06K9/0061
    • Peteye is the appearance of an unnatural coloration (not necessarily red) of the pupils in an animal appearing in an image captured by a camera with flash illumination. Systems and methods of detecting and correcting peteye are described. In one aspect a classification map segmenting pixels in the input image into peteye pixels and non-peteye pixels is generated based on a respective segmentation condition on values of the pixels. Candidate peteye pixel areas are identified in the classification map. The generating and the identifying processes are repeated with the respective condition replaced by a different respective segmentation condition on the pixel values.
    • Peteye是出现在用闪光照相机拍摄的图像中出现的动物中的不自然着色(不一定是红色)的瞳孔的出现。 描述了检测和修正peteye的系统和方法。 在一个方面,基于对像素的值的相应分割条件来生成将输入图像中的像素分割成peteye像素和非peteye像素的分类图。 候选peteye像素区域在分类图中被识别。 重复生成和识别处理,其中各个条件由像素值上的不同的相应分割条件替换。
    • 10. 发明授权
    • Generating graphical bar codes by halftoning with embedded graphical encoding
    • 通过使用嵌入式图形编码进行半色调生成图形条形码
    • US06915020B2
    • 2005-07-05
    • US10027523
    • 2001-12-19
    • Niranjan Damera-VenkataJonathan Yen
    • Niranjan Damera-VenkataJonathan Yen
    • G06T5/00G06K7/00G06K7/10G06K19/06H04N1/387H04N1/40H04N1/405G06K9/36
    • G06K19/06028G06K19/06037
    • Systems and methods for generating graphical bar codes (i.e., images that contain inconspicuous graphical modulations that encode embedded information) by halftoning with embedded graphical encoding are described. In one aspect, a graphical bar code is generated by halftoning regions of an original image. The original image regions incorporate errors diffused among regions of the original image and computed based at least in part upon modulations in the graphical bar code corresponding to a graphical encoding of a message. In another aspect, a graphical bar code is decoded by generating a base image having halftone regions representative of an original image. Regions of the base image are compared probabilistically to a set of graphical code words to obtain a sequence of graphical code words corresponding to a graphical encoding of a message. The sequence of graphical code words is decoded to produce a decoded message.
    • 描述了通过利用嵌入式图形编码进行半色调来生成图形条形码(即,包含编码嵌入信息的不显眼图形调制的图像)的系统和方法。 在一个方面,通过对原始图像的区域进行半色调生成图形条形码。 原始图像区域包括在原始图像的区域之间扩散的错误,并且至少部分地基于对应于消息的图形编码的图形条形码的调制来计算。 在另一方面,通过产生具有表示原始图像的半色调区域的基本图像来对图形条形码进行解码。 将基本图像的区域概率地与一组图形代码字进行比较,以获得与消息的图形编码相对应的图形代码字的序列。 图形代码字的序列被解码以产生解码的消息。