CN105631433B - 一种两维线性鉴别分析的人脸识别方法 - Google Patents
一种两维线性鉴别分析的人脸识别方法 Download PDFInfo
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- CN105631433B CN105631433B CN201610023803.8A CN201610023803A CN105631433B CN 105631433 B CN105631433 B CN 105631433B CN 201610023803 A CN201610023803 A CN 201610023803A CN 105631433 B CN105631433 B CN 105631433B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
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- G06F18/00—Pattern recognition
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- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
- G06F18/24147—Distances to closest patterns, e.g. nearest neighbour classification
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Abstract
Description
调谐参数t | 测试样本识别率(%) |
1 | 61.50 |
2 | 79.00 |
3 | 82.50 |
4 | 85.50 |
5 | 86.50 |
10 | 87.50 |
20 | 87.00 |
50 | 86.50 |
100 | 86.00 |
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CN105631433B true CN105631433B (zh) | 2019-05-31 |
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Families Citing this family (8)
Publication number | Priority date | Publication date | Assignee | Title |
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CN106096528B (zh) * | 2016-06-03 | 2019-10-01 | 山东大学 | 一种基于二维耦合边距Fisher分析的跨视角步态识别方法 |
CN105975965A (zh) * | 2016-07-18 | 2016-09-28 | 江苏大学 | 一种人脸图像识别的双向鉴别特征提取方法 |
CN107220475A (zh) * | 2016-11-01 | 2017-09-29 | 重庆交通大学 | 一种基于线性判别分析的轴承特征数据分析方法 |
CN107194311B (zh) * | 2017-04-10 | 2020-06-26 | 江苏大学 | 一种融合矩阵和向量特征提取的Foley-Sammon人脸识别方法 |
CN108898153B (zh) * | 2018-05-16 | 2021-06-22 | 南京林业大学 | 基于l21范式距离度量的特征选择方法 |
CN109214300A (zh) * | 2018-08-09 | 2019-01-15 | 成都智达万应科技有限公司 | 一种基于人脸识别的嫌疑人预警方法及其系统 |
CN112057066A (zh) * | 2020-09-03 | 2020-12-11 | 青岛歌尔智能传感器有限公司 | 心率的检测方法、可穿戴设备及计算机存储介质 |
CN115019368B (zh) * | 2022-06-09 | 2023-09-12 | 南京审计大学 | 一种审计调查中人脸识别特征提取方法 |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6349148B1 (en) * | 1998-05-30 | 2002-02-19 | U.S. Philips Corporation | Signal verification device |
CN104966098A (zh) * | 2015-06-15 | 2015-10-07 | 中山大学 | 例外点抑制的数据判别降维方法 |
CN105046189A (zh) * | 2015-04-17 | 2015-11-11 | 江苏大学 | 一种双向二维迭代非相关判别分析的人脸识别方法 |
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Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
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US6349148B1 (en) * | 1998-05-30 | 2002-02-19 | U.S. Philips Corporation | Signal verification device |
CN105046189A (zh) * | 2015-04-17 | 2015-11-11 | 江苏大学 | 一种双向二维迭代非相关判别分析的人脸识别方法 |
CN104966098A (zh) * | 2015-06-15 | 2015-10-07 | 中山大学 | 例外点抑制的数据判别降维方法 |
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