{"product_id":"iterative-hillclimbing-optimization-techniques-von-piya-bunyaratavej","title":"Iterative Hillclimbing Optimization Techniques","description":"\u003cp\u003eThis book is a reproduction of my thesis work.  An  iterative hillclimbing optimization technique was  introduced in this thesis. It was used to tackle  many index assignment problems, i.e. transform image  encoding, noisy image decoding, and image  segmentation. We introduced an iterative algorithm  which has a hillclimbing property on the cost  function. We then extended the algorithm to  hyperspectral image coding. We realized that the  algorithm can be generalized to other applications  as well. We applied the iterative hillclimbing idea  to noisy channel image decoding.  We also  investigated a Turbo-like joint source channel  decoding technique, which is another kind of  iterative decoding. Lastly, we re-investigated the  image segmentation application, using the iterative  hillclimbing algorithm.  The hillclimbing method  inspired development of another iterative algorithm  which is an extension to mean-field annealing, with applications both to image decoding and image  segmentation. The hillclimbing algorithm at the heart of this thesis thus yielded several promising offshoot directions for continuing research.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838336657\"\u003e\u003ch3\u003eFor Transform Image Encoding \/ Decoding And For Image Segmentation\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838336657","offer_id":39498883170397,"sku":"9783838336657","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/73b02372-7bfe-468a-bd99-debf01e11c12.jpg?v=1769666768","url":"https:\/\/shop.autorenwelt.de\/products\/iterative-hillclimbing-optimization-techniques-von-piya-bunyaratavej","provider":"Autorenwelt Shop","version":"1.0","type":"link"}