{"product_id":"b07wfl7wyx","title":"Machine Learning-based Natural Scene Recognition for Mobile Robot Localization in An Unknown Environment","description":"\u003cp\u003eThis book advances research on mobile robot localization in unknown environments by focusing on machine-learning-based natural scene recognition. The respective chapters highlight the latest developments in vision-based machine perception and machine learning research for localization applications, and cover such topics as: image-segmentation-based visual perceptual grouping for the efficient identification of objects composing unknown environments; classification-based rapid object recognition for the semantic analysis of natural scenes in unknown environments; the present understanding of the Prefrontal Cortex working memory mechanism and its biological processes for human-like localization; and the application of this present understanding to improve mobile robot localization. The book also features a perspective on bridging the gap between feature representations and decision-making using reinforcement learning, laying the groundwork for future advances in mobile robot navigation research.\u003c\/p\u003e","brand":"ANT","offers":[{"title":"Ebook","offer_id":67934449106980,"sku":"YSL31733","price":47.52,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0805\/2614\/7620\/files\/61MtKeq0fIL._SY1500.jpg?v=1793246392","url":"https:\/\/booktavero.com\/products\/b07wfl7wyx","provider":"BookTavero","version":"1.0","type":"link"}