{"product_id":"automated-glacier-segmentation-by-fast-adaptive-medoid-shift-algorithm-von-syed-zulqarnain-ahmad-gilani","title":"Automated Glacier Segmentation By Fast Adaptive Medoid Shift Algorithm","description":"\u003cp\u003eAn optimal approach to unsupervised colour image   clustering is presented in this research which is   suited for high resolution images based on mode   seeking by mediod shifts. It is shown that automatic   detection of total number of clusters depends upon   overall image statistics as well as the bandwidth of   the underlying probability density function. An   optimized adaptive mode seeking algorithm based on   reverse parallel tree traversal is proposed. This   work has contribution in three aspects. 1) Adaptive   bandwidth for kernel function is proposed; 2) A   novel   reverse parallel tree traversing approach for mode   seeking is presented; 3) For high resolution images   block clustering based optimized Adaptive Mediod   Shift (AMS) is proposed. The proposed method has   made   it possible to perform clustering on variety of high   resolution images. The proposed method is applied to   automated glacier segmentation from 6 band Landsat   TM   sensor satellite images of Hindukush and KaraKoram   mountain ranges of Asia. The method along with other   proposed techniques successfully delineates the   glaciers into class Clean Glacier and class Debris   Covered Glacier.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783844386264\"\u003e\u003ch3\u003eSegmentation of Glaciers using Digital Elevation Model and Fast Block Clustering Based Adaptive Medoid Shift Algorithm\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783844386264","offer_id":39471208562781,"sku":"9783844386264","price":59.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/1788702a-8aa6-4275-a984-5a42b3f0350b.jpg?v=1758954487","url":"https:\/\/shop.autorenwelt.de\/products\/automated-glacier-segmentation-by-fast-adaptive-medoid-shift-algorithm-von-syed-zulqarnain-ahmad-gilani","provider":"Autorenwelt Shop","version":"1.0","type":"link"}