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A Survey Paper on Object Detection Methods in Image Processing

Manisha Vashisht, Brijesh Kumar

20202020 International Conference on Computer Science, Engineering and Applications (ICCSEA)25 citationsDOI

Abstract

In the last decades, the increasing potential of Information technology revolutionized data and information management, in particular, the data acquisition, data processing, and predictions. The effort has been truly interdisciplinary, where, image processing techniques, and AI based model implementation have played their roles. The latest technology innovations have enabled the researchers to execute computational experiments which would had never been possible if would have tried using the conventional methods. This survey paper provides study of various methodologies for object detection. This paper provides systematic analysis of various existing object detection techniques with precise and arranged representation. We have backed up the study with the merits and demerits of existing methods and the future scope in this area.

Topics & Concepts

Computer scienceScope (computer science)Image processingData scienceObject detectionRepresentation (politics)Data processingObject (grammar)Information processingData miningArtificial intelligenceImage (mathematics)Pattern recognition (psychology)DatabasePolitical scienceProgramming languageBiologyNeurosciencePoliticsLawAdvanced Neural Network ApplicationsAdvanced Image and Video Retrieval TechniquesVideo Surveillance and Tracking Methods
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