{"product_id":"machine-learning-based-natural-scene-recognition-for-mobile-robot-localization-in-an-unknown-environment-9789811392177","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":"Gardners","offers":[{"title":"Default Title","offer_id":53590044410135,"sku":null,"price":11217.9,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9789811392177.jpg?v=1782721961","url":"https:\/\/payment.letskitaboo.com\/ur\/products\/machine-learning-based-natural-scene-recognition-for-mobile-robot-localization-in-an-unknown-environment-9789811392177","provider":"Kitaboo One eStore","version":"1.0","type":"link"}