{"product_id":"9789811909634","title":"Advances in Computer Vision and Pattern Recognition: From Theory to Application","description":"\u003ch1\u003eAdvances in Computer Vision and Pattern Recognition: From Theory to Application\u003c\/h1\u003e \u003ch2\u003eWu, Qi; Wang, Peng; Wang, Xin; He, Xiaodong; Zhu, Wenwu\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eVisual Question Answering (VQA) usually combines visual inputs like image and video with a natural language question concerning the input and generates a natural language answer as the output. This is by nature a multi-disciplinary research problem, involving computer vision (CV), natural language processing (NLP), knowledge representation and reasoning (KR), etc.\u003c\/p\u003e\n\n\u003cp\u003eFurther, VQA is an ambitious undertaking, as it must overcome the challenges of general image understanding and the question-answering task, as well as the difficulties entailed by using large-scale databases with mixed-quality inputs. However, with the advent of deep learning (DL) and driven by the existence of advanced techniques in both CV and NLP and the availability of relevant large-scale datasets, we have recently seen enormous strides in VQA, with more systems and promising results emerging.\u003c\/p\u003e\n\n\u003cp\u003eThis book provides a comprehensive overview of VQA, covering fundamental theories, models, datasets, andpromising future directions. Given its scope, it can be used as a textbook on computer vision and natural language processing, especially for researchers and students in the area of visual question answering. It also highlights the key models used in VQA.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2022-05-14\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9789811909634\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-981-19-0964-1\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 238\u003c\/p\u003e ","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":47662160085132,"sku":"9789811909634","price":143.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789811909634.jpg?v=1776438600","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789811909634","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}