Invention Grant
- Patent Title: Receptive field learning for pooled image features
- Patent Title (中): 汇集图像特征的接受性现场学习
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Application No.: US13668188Application Date: 2012-11-02
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Publication No.: US08781218B2Publication Date: 2014-07-15
- Inventor: Yangqing Jia , Chang Huang
- Applicant: NEC Laboratories America, Inc.
- Applicant Address: US NJ Princeton
- Assignee: NEC Laboratories America, Inc.
- Current Assignee: NEC Laboratories America, Inc.
- Current Assignee Address: US NJ Princeton
- Agent Joseph Kolodka
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06K9/46
Abstract:
Systems and methods are disclosed for image classification by receiving an overcomplete set of spatial regions, jointly optimizing the classifier and the pooling region for each pooled feature; and performing incremental feature selection and retraining using a grafting process to efficiently train the classifier.
Public/Granted literature
- US20130208977A1 RECEPTIVE FIELD LEARNING FOR POOLED IMAGE FEATURES Public/Granted day:2013-08-15
Information query
