Invention Grant
- Patent Title: System and method for object recognition based on three-dimensional adaptive feature detectors
- Patent Title (中): 基于三维自适应特征检测器的物体识别系统和方法
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Application No.: US12697808Application Date: 2010-02-01
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Publication No.: US08687898B2Publication Date: 2014-04-01
- Inventor: Danil V. Prokhorov , Michael R. James
- Applicant: Danil V. Prokhorov , Michael R. James
- Applicant Address: US KY Erlanger
- Assignee: Toyota Motor Engineering & Manufacturing North America
- Current Assignee: Toyota Motor Engineering & Manufacturing North America
- Current Assignee Address: US KY Erlanger
- Agency: Oblon, Spivak, McClelland, Maier & Neustadt, L.L.P.
- Main IPC: G06K9/62
- IPC: G06K9/62

Abstract:
Method and system for imaging an object in three-dimensions, binning data of the imaged object into three dimensional bins, determining a density value p of the data in each bin, and creating receptive fields of three dimensional feature maps, including processing elements O, each processing element O of a same feature map having a same adjustable parameter, weight Wc1. The density values p are processed with the processing elements O to determine an output value o for at least each three dimensional location of the imaging of the object having a density value p above a predetermined threshold value. An object is classified by processing the output values o with a committee of classifiers, and the classification of the object is communicated.
Public/Granted literature
- US20110188737A1 SYSTEM AND METHOD FOR OBJECT RECOGNITION BASED ON THREE-DIMENSIONAL ADAPTIVE FEATURE DETECTORS Public/Granted day:2011-08-04
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