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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 sequencial 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 wikiPageRevisionID "596366818".
- Geometric_feature_learning hasPhotoCollection Geometric_feature_learning.
- Geometric_feature_learning subject Category:Applications_of_computer_vision.
- Geometric_feature_learning subject Category:Feature_detection.
- Geometric_feature_learning type Abstraction100002137.
- Geometric_feature_learning type Application106570110.
- Geometric_feature_learning type ApplicationsOfComputerVision.
- Geometric_feature_learning type Code106355894.
- Geometric_feature_learning type CodingSystem106353757.
- Geometric_feature_learning type Communication100033020.
- Geometric_feature_learning type Program106568978.
- Geometric_feature_learning type Software106566077.
- Geometric_feature_learning type Writing106359877.
- Geometric_feature_learning type WrittenCommunication106349220.
- 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 m.0j270s5.
- Geometric_feature_learning sameAs Q5535480.
- Geometric_feature_learning sameAs Q5535480.
- Geometric_feature_learning sameAs Geometric_feature_learning.
- Geometric_feature_learning wasDerivedFrom Geometric_feature_learning?oldid=596366818.
- Geometric_feature_learning isPrimaryTopicOf Geometric_feature_learning.