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Introduction to Pattern Recognition 2020/2021 /CoursesID:1944
- Most recent entry on 2021-02-11
Keywords:
machine learning
pattern recognition
Lecturer
Dr.-Ing. Vincent Christlein
Organisational Unit
Lehrstuhl für Informatik 5 (Mustererkennung)
Recording type
Vorlesungsreihe
Via
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Course chapters
1 . Introduction
Episode
Title
Lecturer
Updated
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Duration
Media
1
Introduction
Dr.-Ing. Vincent Christlein
2020-11-08
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00:25:57
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2 . Key Concepts of Pattern Recognition
Episode
Title
Lecturer
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Duration
Media
2
Key Concepts of Pattern Recognition
Dr.-Ing. Vincent Christlein
2020-11-08
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00:19:07
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3 . A/D Conversion - Sampling
Episode
Title
Lecturer
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Duration
Media
3
Fourier Series
Dr.-Ing. Vincent Christlein
2020-11-15
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00:35:19
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4
Fourier Transform and Sampling
Dr.-Ing. Vincent Christlein
2020-11-17
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00:34:39
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4 . Quantization
Episode
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Lecturer
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Duration
Media
5
Quantization
Dr.-Ing. Vincent Christlein
2020-11-19
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00:25:55
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5 . Histogram Equalization
Episode
Title
Lecturer
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Duration
Media
6
Histogram Equalization
Dr.-Ing. Vincent Christlein
2020-11-26
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00:23:02
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6 . Thresholding
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Title
Lecturer
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Duration
Media
7
Thresholding
Dr.-Ing. Vincent Christlein
2020-12-01
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00:18:56
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8
Thresholding Pt. 2
Dr.-Ing. Vincent Christlein
2020-12-01
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00:28:43
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7 . Filtering - noise suppression
Episode
Title
Lecturer
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Duration
Media
9
Filtering - noise suppression
Dr.-Ing. Vincent Christlein
2020-12-09
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00:43:28
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8 . Filtering - edge detection
Episode
Title
Lecturer
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Duration
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10
Filtering - Edge Detection
Dr.-Ing. Vincent Christlein
2021-01-15
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00:32:07
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9 . Non-linear filtering
Episode
Title
Lecturer
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Duration
Media
11
Non-linear filtering
Dr.-Ing. Vincent Christlein
2020-12-23
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00:38:38
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10 . Normalization
Episode
Title
Lecturer
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Duration
Media
12
Normalization
Dr.-Ing. Vincent Christlein
2021-01-12
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00:27:57
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11 . Feature Extractrion - Heuristic Features
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Lecturer
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Media
13
Motivation
Dr.-Ing. Vincent Christlein
2021-02-01
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00:17:00
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14
Fourier basis function
Dr.-Ing. Vincent Christlein
2021-02-01
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00:31:46
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15
Walsh + Haar functions
Dr.-Ing. Vincent Christlein
2021-02-01
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00:18:54
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16
Moments, Speech & Image features
Dr.-Ing. Vincent Christlein
2021-02-01
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00:22:50
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17
Wavelet transform
Dr.-Ing. Vincent Christlein
2021-02-01
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00:29:00
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12 . Feature Extraction - Analytic Features
Episode
Title
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18
Analytic Features
Dr.-Ing. Vincent Christlein
2021-02-03
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00:48:45
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13 . Numerical Optimization
Episode
Title
Lecturer
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Duration
Media
19
Numerical Optimization
Dr.-Ing. Vincent Christlein
2021-02-04
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00:22:31
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14 . Statistical Classification
Episode
Title
Lecturer
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Media
20
Statistical Classification
Dr.-Ing. Vincent Christlein
2021-02-08
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00:33:17
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21
Gaussian Classifier
Dr.-Ing. Vincent Christlein
2021-02-08
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00:35:55
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15 . Non-parametric Classifiers
Episode
Title
Lecturer
Updated
Via
Duration
Media
22
Non-parametric classifiers
Dr.-Ing. Vincent Christlein
2021-02-11
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00:51:28
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