Feature Extraction And Matching - Revision history

Feralo at 12:47, 25 November 2016

2016-11-25T12:47:44Z

Feralo at 19:39, 27 January 2015

2015-01-27T19:39:03Z

Feralo at 07:55, 13 January 2015

2015-01-13T07:55:30Z

Feralo at 07:45, 13 January 2015

2015-01-13T07:45:54Z

Feralo at 07:42, 13 January 2015

2015-01-13T07:42:52Z

Feralo: Created page with "{{Infobox |image = 200px |header1 = Feature Extraction and Matching |header2 = '''Contact:''' Fernando Alonso-Fernandez }} Welc..."

2015-01-13T07:40:29Z

Created page with "{{Infobox |image = 200px |header1 = Feature Extraction and Matching |header2 = '''Contact:''' Fernando Alonso-Fernandez }} Welc..."

New page

{{Infobox
|image = [[Image:segmentation-picture.png|200px]]
|header1 = Feature Extraction and Matching
|header2 = '''Contact:''' [[Fernando Alonso-Fernandez]]
}}

Welcome to this lecture on '''Feature Extraction and Matching Techniques'''.

== Teaching Material ==

Get '''slides''' from Google docs (ppt) [https://drive.google.com/file/d/0B95UheoCtOzoenVnOUFlMnZmcEk/view?usp=sharing here]

@@ Line 6: / Line 6: @@
-Welcome to this lecture on '''Feature Extraction and Matching Techniques'''.
+Welcome to this lecture on '''Feature Extraction and Matching Techniques'''
 In this lecture we will give an overview of algorithms for feature extraction and matching. The purpose of features is to extract particular properties (features) of images, intended to be non redundant and informative enough to enable subsequent learning tasks. The list learning tasks is huge, including (to cite just a few) person or object recognition, motion tracking, pose estimation, robot navigation, 3D reconstruction, etc.
@@ Line 13: / Line 15: @@
 == Teaching Material ==
-Get '''slides''' from Google docs (ppt) [https://drive.google.com/file/d/0B95UheoCtOzoc0dLYkFjOE0yYk0/view?usp=sharing here]
+Get '''slides''' from Google docs (ppt) [https://drive.google.com/open?id=0BzuKeaCE7_FyMHc4ck5QNXI0UDQ here]

← Older revision		Revision as of 19:39, 27 January 2015
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	[[Image:features_and_matching.png\|250px]]		[[Image:features_and_matching.png\|250px]]
		+
		+
		+	'''See the lecture''' in Youtube: (available soon)
		+
		+
		+	[[Image:video-lecture-segmentation.png\|350px]]
		+

← Older revision		Revision as of 07:55, 13 January 2015
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	Welcome to this lecture on '''Feature Extraction and Matching Techniques'''.		Welcome to this lecture on '''Feature Extraction and Matching Techniques'''.
		+
		+	In this lecture we will give an overview of algorithms for feature extraction and matching. The purpose of features is to extract particular properties (features) of images, intended to be non redundant and informative enough to enable subsequent learning tasks. The list learning tasks is huge, including (to cite just a few) person or object recognition, motion tracking, pose estimation, robot navigation, 3D reconstruction, etc.


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	[[Image:features_and_matching.png\|250px]]		[[Image:features_and_matching.png\|250px]]
		+
		+
		+	== References and sources ==
		+
		+	{\| class="wikitable"
		+	\|-
		+	\|'''R. Klette, “Concise Computer Vision”, Springer, 2014'''
		+	* Sections 9.1, (feature invariance), 9.2 (SIFT and others, testing invariance)
		+	* Section 9.3 (tracking and updating of features), not seen here
		+	* Get [https://drive.google.com/file/d/0B95UheoCtOzoQnh6NmNSd2R0eDg/view?usp=sharing chapter 9]
		+	* Site of the author (full book not available, but plenty of other resources): http://ccv.wordpress.fos.auckland.ac.nz/
		+	\|}
		+
		+	{\| class="wikitable"
		+	\|-
		+	\|'''R. Szeliski, “Computer Vision: Algorithms and Applications”, Springer 2010'''
		+	* Section 4.1 (features)
		+	* Full book available online: http://szeliski.org/Book/
		+	\|}

← Older revision		Revision as of 07:42, 13 January 2015
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	== Teaching Material ==		== Teaching Material ==

−	Get '''slides''' from Google docs (ppt) [https://drive.google.com/file/d/~~0B95UheoCtOzoenVnOUFlMnZmcEk~~/view?usp=sharing here]	+	Get '''slides''' from Google docs (ppt) [https://drive.google.com/file/d/0B95UheoCtOzoc0dLYkFjOE0yYk0/view?usp=sharing here]
		+
		+
		+	[[Image:features_and_matching.png\|250px]]

@@ Line 1: / Line 1: @@
 {{Infobox
-|image        = [[Image:segmentation-picture.png|200px]]
+|image        = [[Image:Features picture.png|200px]]
 |header1 = Feature Extraction and Matching
 |header2 = '''Contact:''' [[Fernando Alonso-Fernandez]]