Invention Grant
- Patent Title: Accelerating object detection
- Patent Title (中): 加速对象检测
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Application No.: US14444560Application Date: 2014-07-28
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Publication No.: US09471828B2Publication Date: 2016-10-18
- Inventor: Xiaohui Shen , Zhe Lin , Jonathan W. Brandt
- Applicant: Adobe Systems Incorporated
- Applicant Address: US CA San Jose
- Assignee: Adobe Systems Incorporated
- Current Assignee: Adobe Systems Incorporated
- Current Assignee Address: US CA San Jose
- Agency: Wolfe-SBMC
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06K9/62

Abstract:
Accelerating object detection techniques are described. In one or more implementations, adaptive sampling techniques are used to extract features from an image. Coarse features are extracted from the image and used to generate an object probability map. Then, dense features are extracted from high-probability object regions of the image identified in the object probability map to enable detection of an object in the image. In one or more implementations, cascade object detection techniques are used to detect an object in an image. In a first stage, exemplars in a first subset of exemplars are applied to features extracted from the multiple regions of the image to detect object candidate regions. Then, in one or more validation stages, the object candidate regions are validated by applying exemplars from the first subset of exemplars and one or more additional subsets of exemplars.
Public/Granted literature
- US20160027181A1 Accelerating Object Detection Public/Granted day:2016-01-28
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