Invention Grant
US08015132B2 System and method for object detection and classification with multiple threshold adaptive boosting
失效
用于多阈值自适应增强的对象检测和分类的系统和方法
- Patent Title: System and method for object detection and classification with multiple threshold adaptive boosting
- Patent Title (中): 用于多阈值自适应增强的对象检测和分类的系统和方法
-
Application No.: US12122393Application Date: 2008-05-16
-
Publication No.: US08015132B2Publication Date: 2011-09-06
- Inventor: Ning Xu
- Applicant: Ning Xu
- Applicant Address: KR Suwon
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Suwon
- Main IPC: G06F15/18
- IPC: G06F15/18

Abstract:
Systems and methods that comprise receiving a training set of samples, a set of features for a first subset of the set of features, a feature value with a first subset of the training set, a weight with a second subset of the training set. Determining for a second subset of the set of features, a first threshold value with a first metric minimized, and determining, for a third subset of the set of features, a second threshold value with a second metric is minimized, then determining, for a fourth subset of the set of features, a number of thresholds, determining, for a fifth subset of the set of features, an error value based on the number of thresholds, afterward determining the feature having the lowest error, and finally updating the weights by classifying a sample as either belonging to an object class or not based on the strong classifier.
Public/Granted literature
- US20090287620A1 SYSTEM AND METHOD FOR OBJECT DETECTION AND CLASSIFICATION WITH MULTIPLE THRESHOLD ADAPTIVE BOOSTING Public/Granted day:2009-11-19
Information query