MCE TRAINING BASED CONTINUOUS DENSITY HMM LANDMINE DETECTION SYSTEM

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" MCE TRAINING BASED CONTINUOUS DENSITY HMM LANDMINE DETECTION SYSTEM "

Document Type	:	Latin Dissertation
Language of Document	:	English
Record Number	:	151886
Doc. No	:	ET23678
Main Entry	:	CHUANHONG MA
Title Proper	:	MCE TRAINING BASED CONTINUOUS DENSITY HMM LANDMINE DETECTION SYSTEM
Note	:	This document is digital این مدرک بصورت الکترونیکی می باشد
Abstract	:	Landmines that scattered all over the world have caused the global landmine crisis. Thedetection task is very difficult due to the large variety of landmines and environmentalconditions. Therefore the de-mining technology is acting a critical rule in reducing thedamage of landmines.Hidden Markov Model (HMM) was proposed in this field in recent years. The baselineHMM based landmine detection system is based on the Maximum Likelihood (ML)estimation. Although ML approach is efficient and the model convergence is guaranteed,its performance is limited due to the unknown true data distribution and insufficienttraining data.............-....,....-...,..tested for theQ1 PC1 bus cardBoth these projects mere sofixare des elopment efforts tonards contributing to dlfferentaspects of Roboucs and lZ1echatronics projects m the Controls and Roboucs Group..
Subject	:	Electericl tess
	:	برق
electronic file name	:	TL46925.pdf
Title and statement of responsibility and	:	MCE TRAINING BASED CONTINUOUS DENSITY HMM LANDMINE DETECTION SYSTEM [Thesis]