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公开(公告)号:US08855387B2
公开(公告)日:2014-10-07
申请号:US13639747
申请日:2008-12-23
申请人: Iman Hamadeh , Pierre Nordblom , Karl Sjöstrand
发明人: Iman Hamadeh , Pierre Nordblom , Karl Sjöstrand
IPC分类号: G06K9/00 , G06K9/46 , G06K9/62 , G06T7/00 , A61B5/107 , G06N3/02 , A61B6/00 , A61B5/00 , A61B6/12
CPC分类号: A61B6/48 , A61B5/1079 , A61B5/7264 , A61B5/7267 , A61B6/12 , A61B6/505 , G06K9/46 , G06K2209/055 , G06N3/02 , G06T7/0012 , G06T7/11 , G06T7/136 , G06T7/149 , G06T2207/10128 , G06T2207/20084 , G06T2207/20124 , G06T2207/20128 , G06T2207/30004 , G06T2207/30008 , G06T2207/30096
摘要: The invention relates to a detection system for automatic detection of bone cancer metastases from a set of isotope bone scan images of a patients skeleton, the system comprising a shape identifier unit, a hotspot detection unit, a hotspot feature extraction unit, a first artificial neural network unit, a patient feature extraction unit, and a second artificial neural network unit.
摘要翻译: 本发明涉及一种用于从患者骨骼的一组同位素骨扫描图像中自动检测骨癌转移的检测系统,该系统包括形状识别单元,热点检测单元,热点特征提取单元,第一人造神经 网络单元,患者特征提取单元和第二人造神经网络单元。
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公开(公告)号:US20130094704A1
公开(公告)日:2013-04-18
申请号:US13639747
申请日:2008-12-23
申请人: Iman Hamadeh , Pierre Nordblom , Karl Sjöstrand
发明人: Iman Hamadeh , Pierre Nordblom , Karl Sjöstrand
CPC分类号: A61B6/48 , A61B5/1079 , A61B5/7264 , A61B5/7267 , A61B6/12 , A61B6/505 , G06K9/46 , G06K2209/055 , G06N3/02 , G06T7/0012 , G06T7/11 , G06T7/136 , G06T7/149 , G06T2207/10128 , G06T2207/20084 , G06T2207/20124 , G06T2207/20128 , G06T2207/30004 , G06T2207/30008 , G06T2207/30096
摘要: The invention relates to a detection system for automatic detection of bone cancer metastases from a set of isotope bone scan images of a patients skeleton, the system comprising a shape identifier unit, a hotspot detection unit, a hotspot feature extraction unit, a first artificial neural network unit, a patient feature extraction unit, and a second artificial neural network unit.
摘要翻译: 本发明涉及一种用于从患者骨骼的一组同位素骨扫描图像中自动检测骨癌转移的检测系统,该系统包括形状识别单元,热点检测单元,热点特征提取单元,第一人造神经 网络单元,患者特征提取单元和第二人造神经网络单元。
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公开(公告)号:US07256828B2
公开(公告)日:2007-08-14
申请号:US10347984
申请日:2003-01-21
申请人: Andreas Nilsson , Pierre Nordblom
发明人: Andreas Nilsson , Pierre Nordblom
CPC分类号: G06T3/4015 , G06T3/4007 , H04N9/045
摘要: The apparatus and method invented are operating upon a digital image signal obtained from an image sensor. The sensor is covered with different colored filters and is only able to record the color transmitted through each specific filter into the photosite or pixel. This type of sensor is known as a color filter array or CFA sensor. The different colored filters are arranged in a predefined pattern across the sensor. To obtain a full color image the missing color information is estimated by a set of weighed values obtained by an inverted gradient function. The set of weighted values is found from the neighboring pixels in the four compass directions, north, east, west and south or is found horizontally and vertically. The surrounding pixels are corrected by the chrominance channel to better fit the center pixel in the luminance channel, prior to using the gradient functions. The chrominance channel is interpolated in a similar manner and is also corrected to better fit the center pixel before the inverted gradient functions are applied.
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公开(公告)号:US20070292022A1
公开(公告)日:2007-12-20
申请号:US11891823
申请日:2007-08-13
申请人: Andreas Nilsson , Pierre Nordblom
发明人: Andreas Nilsson , Pierre Nordblom
IPC分类号: G06K9/00
CPC分类号: G06T3/4015
摘要: The apparatus and method invented are operating upon a digital image signal obtained from an image sensor. The sensor is covered with different colored filters and is only able to record the color transmitted through each specific filter into the photosite or pixel. This type of sensor is known as a color filter array or CFA sensor. The different colored filters are arranged in a predefined pattern across the sensor. To obtain a full color image the missing color information is estimated by a set of weighed values obtained by an inverted gradient function. The set of weighted values is found from the neighboring pixels in the four compass directions, north, east, west and south or is found horizontally and vertically. The surrounding pixels are corrected by the chrominance channel to better fit the center pixel in the luminance channel, prior to using the gradient functions. The chrominance channel is interpolated in a similar manner and is also corrected to better fit the center pixel before the inverted gradient functions are applied.
摘要翻译: 所发明的装置和方法是根据从图像传感器获得的数字图像信号进行操作的。 传感器被不同的彩色滤光片覆盖,只能将通过每个特定滤光片传输的颜色记录到光子或像素中。 这种类型的传感器被称为滤色器阵列或CFA传感器。 不同的彩色滤光片以预定图案布置在传感器上。 为了获得全色图像,通过由反向梯度函数获得的一组加权值来估计缺失的颜色信息。 从四个罗盘方向(北,东,西,南)的相邻像素中可以发现一组加权值,或者水平和垂直地找到。 在使用梯度函数之前,通过色度通道校正周围像素以更好地拟合亮度通道中的中心像素。 色度通道以相似的方式进行内插,并且在应用反向梯度函数之前也被校正以更好地适合中心像素。
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