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| 1 | The Performance of Maximum Likelihood, Spectral Angle Mapper, Neural Net- work and Decision Tree Classifiers in Hyperspectral Image Analysis显示文摘 | Helmi Z M Affendi Suhaili and Shattri Mansor | 2007 | Journal of Computer Science2007，3，6： | 1 |
| 2 | Satellite data potential for landslide studies in tropical regions显示文摘 | Faisal Jeber Husaini Omar Shattri Mansor Noordin Ahmad Mahdzir Mahmud | 2008 | Disaster Prevention and Management2008，，4： | 1 |
| 3 | Automatic Fast and Robust Technique to Refine Extracted SIFT Key Points for Remote Sensing Images显示文摘The scale-invariant feature transform(SIFT)ability to automatic control points(CPs)extraction is very well known on remote sensing images,however,its result inaccurate and sometimes has incorrect matching from generating a small number of false CPs pairs,their matching has high false alarm.This paper presents a method containing a modification to improve the performance of the SIFT CPs matching by applying sum of absolute difference(SAD)in different manner for the new optical satellite generation called near-equatorial orbit satellite(NEqO)and multi-sensor images.The proposed method leads to improving CPs matching with a significantly higher rate of correct matches.The data in this study were obtained from the RazakSAT satellite covering the Kuala Lumpur-Pekan area.The proposed method consists of three parts:(1)applying the SIFT to extract CPs automatically,(2)refining CPs matching by SAD algorithm with empirical threshold,and(3)evaluating the refined CPs scenario by comparing the result of the original SIFT with that of the proposed method.The result indicates an accurate and precise performance of the model,which showed the effectiveness and robustness of the proposed approach. | Hayder Dibs Shattri Mansor Noordin Ahmad Biswajeet Pradhan Nadhir A.Al-Ansari | 2020 | Journal of Civil Engineering and Architecture2020，14，6： | 1 |
| 4 | The Performance of Maximum Likelihood, Spectral Angle Mapper, Neural Network and Decision Tree Classifier in Hyperspectral Image Analysis 显示文摘 | Helmi Zulhaidi Mohd Shafri Affendi Suhaili Shattri Mansor | 2007 | Journal of Computer Science (S1549-3636)2007，3，6： | 1 |
| 5 | The Performance of Maximum Likelihood,Spectral Angle Mapper,Neural Network and Decision Tree Classifiers in Hyperspectral Image Analysis显示文摘 | Helmi Z M Affendi Suhaili Shattri Mansor | | 0，，06： | 1 |
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