Search results for "HMAX"

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Analysis of HMAX Algorithm on Black Bar Image Dataset

2020

An accurate detection and classification of scenes and objects is essential for interacting with the world, both for living beings and for artificial systems. To reproduce this ability, which is so effective in the animal world, numerous computational models have been proposed, frequently based on bioinspired, computational structures. Among these, Hierarchical Max-pooling (HMAX) is probably one of the most important models. HMAX is a recognition model, mimicking the structures and functions of the primate visual cortex. HMAX has already proven its effectiveness and versatility. Nevertheless, its computational structure presents some criticalities, whose impact on the results has never been…

Computer Networks and CommunicationsComputer sciencelcsh:TK7800-8360Context (language use)02 engineering and technologySet (abstract data type)03 medical and health sciences0302 clinical medicineGabor filterBBIDEncoding (memory)0202 electrical engineering electronic engineering information engineeringElectrical and Electronic EngineeringModularity (networks)Contextual image classificationbusiness.industrylcsh:ElectronicsPattern recognitioncomputational modelBlack Bar Image DatasetHardware and ArchitectureControl and Systems EngineeringHMAXSignal Processingtexture classification020201 artificial intelligence & image processingArtificial intelligencerecognitionbusiness030217 neurology & neurosurgeryimage classificationElectronics
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