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- Geometric_feature_learning abstract "Geometric feature learning is a technique combining machine learning and computer vision to solve visual tasks. The main goal of this method is to find a set of representative features of geometric form to represent an object by collecting geometric features from images and learning them using efficient machine learning methods. Humans solve visual tasks and can give fast response to the environment by extracting perceptual information from what they see. Researchers simulate humans' ability of recognizing objects to solve computer vision problems. For example, M. Mata et al.(2002) applied feature learning techniques to the mobile robot navigation tasks in order to avoid obstacles. They used genetic algorithms for learning features and recognizing objects (figures). Geometric feature learning methods can not only solve recognition problems but also predict subsequent actions by analyzing a set of sequential input sensory images, usually some extracting features of images. Through learning, some hypothesis of the next action are given and according the probability of each hypothesis give a most probable action. This technique is widely used in the area of artificial intelligence.".
- Geometric_feature_learning wikiPageID "34633465".
- Geometric_feature_learning wikiPageLength "12233".
- Geometric_feature_learning wikiPageOutDegree "27".
- Geometric_feature_learning wikiPageRevisionID "676314573".
- Geometric_feature_learning wikiPageWikiLink Artificial_intelligence.
- Geometric_feature_learning wikiPageWikiLink Bayesian_network.
- Geometric_feature_learning wikiPageWikiLink Blob_detection.
- Geometric_feature_learning wikiPageWikiLink Category:Applications_of_computer_vision.
- Geometric_feature_learning wikiPageWikiLink Category:Feature_detection_(computer_vision).
- Geometric_feature_learning wikiPageWikiLink Computer_vision.
- Geometric_feature_learning wikiPageWikiLink Connected-component_labeling.
- Geometric_feature_learning wikiPageWikiLink Corner_detection.
- Geometric_feature_learning wikiPageWikiLink Curve_fitting.
- Geometric_feature_learning wikiPageWikiLink Distinctive_feature.
- Geometric_feature_learning wikiPageWikiLink Edge_detection.
- Geometric_feature_learning wikiPageWikiLink Feature_detection_(computer_vision).
- Geometric_feature_learning wikiPageWikiLink Feature_vector.
- Geometric_feature_learning wikiPageWikiLink Genetic_algorithm.
- Geometric_feature_learning wikiPageWikiLink Hyperplane.
- Geometric_feature_learning wikiPageWikiLink Image_texture.
- Geometric_feature_learning wikiPageWikiLink Kadir–Brady_saliency_detector.
- Geometric_feature_learning wikiPageWikiLink Machine_learning.
- Geometric_feature_learning wikiPageWikiLink Mobile_robot_navigation.
- Geometric_feature_learning wikiPageWikiLink Motion_estimation.
- Geometric_feature_learning wikiPageWikiLink Ridge_detection.
- Geometric_feature_learning wikiPageWikiLink Support_vector_machine.
- Geometric_feature_learning wikiPageUsesTemplate Template:Orphan.
- Geometric_feature_learning subject Category:Applications_of_computer_vision.
- Geometric_feature_learning subject Category:Feature_detection_(computer_vision).
- Geometric_feature_learning hypernym Technique.
- Geometric_feature_learning type Area.
- Geometric_feature_learning type TopicalConcept.
- Geometric_feature_learning type Algorithm.
- Geometric_feature_learning type Application.
- Geometric_feature_learning type Area.
- Geometric_feature_learning type Field.
- Geometric_feature_learning comment "Geometric feature learning is a technique combining machine learning and computer vision to solve visual tasks. The main goal of this method is to find a set of representative features of geometric form to represent an object by collecting geometric features from images and learning them using efficient machine learning methods. Humans solve visual tasks and can give fast response to the environment by extracting perceptual information from what they see.".
- Geometric_feature_learning label "Geometric feature learning".
- Geometric_feature_learning sameAs Q5535480.
- Geometric_feature_learning sameAs m.0j270s5.
- Geometric_feature_learning sameAs Q5535480.
- Geometric_feature_learning wasDerivedFrom Geometric_feature_learning?oldid=676314573.
- Geometric_feature_learning isPrimaryTopicOf Geometric_feature_learning.