2016
DOI: 10.4108/eai.2-5-2016.151208
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A Combination of Off-line and On-line Learning to Classifier Grids for Object Detection

Abstract: We propose a new method for object detection by combining off-line and on-line boosting learning to classifier grids based on visual information without human intervention concerned to intelligent surveillance system. It allows for combine information labeled and unlabeled use different contexts to update the system, which is not available at off-line training time. The main goal is to develop an adaptive but robust system and to combine prior knowledge with new information in an unsupervised learning framewor… Show more

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