NARSSDr. Eng. Lamyaa Gamal Eldeen Taha
Summary :
Research Area :
Geomatics-Remote sensing-surveying-Digital photogrammetry
Research projects participations
1-Studying the Effects of High Dam Disaster, NARSS (2001-2002)
2-Large Scale map production using different tools and resources 2004
3-Rational use of development corridors in Egypt 2007-2008
4-Monitoring and modeling of urban Sprawl /Growth (Enchroachments) on agricultural land in Egypt ,using remote sensing and GIS techniques :El Sharkia and El Ismailia Governorates as an example 2008-2007&2008-2009
5-Cartographic modelling for landfill site selection using remote sensing and GIS 2009
6-" Evaluation of different image fusion techniques of Geoeye-1 pan band with multispectral bands for Large scale mapping " co-P.I 2010-2011
7-Road network updating and Population Estimation from high resolution Satellite images(North Sainai) co-P.I 2011-2012
8- Road network updating from high resolution Satellite images(South Sainai) P.I 2012-2013
9- Assessment of land cover changes in island located in Nile River From remotely sensed data for sustainable development P.I 2012-2013
10- Assessment of Cartographic potential of Airborne hyperspectral data P.I 2013-2014
11- Geo-environmental Studies for Sustainable Development of the Suez Canal Corridor,Egypt. co-P.I2014-2016
12- Geo-environmental Studies for Sustainable Development of the new administrative capital, Egypt. co-P.I2015-2016
13- URBAN FEATURE EXTRACTION FROM GF-2 and Planet SATELLITE IMAGES USING OBJECT BASED &NEURAL NETWORK CLASSIFICATIONS
P.I 2016-2017
14-Urban feature extraction from fused airborne lidar data and digital camera using subpixel based (neural network ) and pixel based ( minimum distance and maximum likelihood) P.I 2017-2018
15-Documentation of Amr Ibn El-aas mosque using terrestrial laser scanner and GPS 2018-2019
16-Urban Mapping from Radar, optical and Merged Radar Sentinel-1 and Optical Sentinel-2 Imagery using deep learning algorithms2019-2020
17-Random forest for Building footprint extraction from very high resolution images2020-2021
18-Classifier ensample for improvement land cover classification2021-2022
Education :
Professional Experience :
-Head of the Aviation and aerial photography division –NARSS-Egypt 8/7/2012
-Head (Supervisor) of the Aviation and aerial photography Department –under Aviation and aerial photography division –NARSS-Egypt 6/9/2010 till 12/9/2012
-Researcher (assistant professor) at Digital mapping Department Aviation and aerial photography Division- NARSS 30/9/2007
-Assisstant researcher 4/5/2004
-Researcher assistant at NARSS 21/9/2000
Publications :
1-R.A.M.Ismail,A.R.Elshehaby and L.G.Taha "Different DEM Techniques for Orthophotography"Engineering Research Journal-Shoubra faculty of Engineering No.(1) June 2004
2-R.A.M.Ismail,A.A.Zaghlol,A.R.Elshehaby,K.S.Rashwan,L.G.Taha" Evaluation of Change Detection Approaches for Planimetric Map Updating Using Quick Bird Images" CERM- Al-Azhar University Vol. (27) No.(3) October 2005
3-R.A.M.Ismail,A.A.Zaghlol,A.R.Elshehaby,K.S. Rashwan and L.G.Taha "Assessment of the Impact of Urban Encroachment over Agricultural Lands by Utilizing Landsat Time Series Images" Engineering Research Journal -Helwan University Vol.(104) April 2006
“4-A.R.Elshehaby and L.G.Taha "A New Expert System Module for Building Detection Toward Improving Automatic Building Extraction in Urban Areas Using Spectral Information and LIDAR Data"” CERM- Al-Azhar University Vol. (30) No.(2) April 2008
5-L.G. Taha "Digital Cartographic Database for Egyptian Villages” 35th annual conference for the Association of Egyptian American Scholars.AEAS 2008 27-29 Dec, 2008
6- L.Taha ,O. Abd Al-Qader , M.Hegazy , H . Effat “Assessment and Modelling of Urban Sprawl at El-Sharquia Governorate Using SPOT Images and GIS Data” CERM- Al-Azhar University Vol. (31) No.(1) January 2009
7-A.R.Elshehaby and L.G.Taha" A new expert system module for building detection in urban areas using spectral information and LIDAR data” Applied Geomatics journal- Germany- Springer publisher Volume 1, Issue 4 (2009), Page 97-110.
8- Abd Al-Qader O. , A. K. Helmy , Taha L. G. , Hegazy M.N. and Soultan W. M. "New automatic change detection software based on neural network "CERM- Al-Azhar University Vol. (32) No.(21) April 2010
9- L.Taha The potential of expert systems in remote sensing applications domain" Chapter contribution in “Expert System Software: Engineering, Advantages and Applications" NOVA publishers –U.S.A accepted 27/5/2010
https://www.novapublishers.com/catalog/product_info.php?products_id=15901
April 2011
10-L.Taha and S Elbeih. "Investigation of Fusion of SAR and Landsat Data for Shoreline Super Resolution Mapping: The Northeastern Mediterranean Sea Coast in Egypt " Volume 2, Issue 4 (2010), Page 17 Applied Geomatics journal- Springer publisher -Germany
11- L.Taha "The role of Expert system in remote sensing applications " accepted in International journal of computer research" 16/8/2010
International Journal of Computer Research Volume 18 Issue 3-4
https://www.novapublishers.com/catalog/product_info.php?products_id=23722
12- S. Elbeih and L. Taha "A Comparative Study of the Suitability of Advanced Techniques for Landmine Detection in Egypt" 37th annual conference for the Association of Egyptian American Scholars. AEAS 2010 26-30 Dec, 2010
13- A.R.Elshehaby and L.G.Taha “Assessment of cartographic potential of Egyptsat-1 satellite image (case study in flat areas)” Applied Geomatics journal- Germany- Springer publisher accepted on 18-04-2011 DOI: 10.1007/s12518-011-0050-4 published online 9 June 2011 Volume 3 / 2011
14- L. Taha " New procedure for road extraction based on integration of classification, mathematical morphology and Euclidean distance"38th annual conference for the Association of Egyptian American Scholars. AEAS 2011 26-29 Dec, 2011
15- L. Taha “Automatic feature detection based on classification of combination of orthoimage from digital camera and Lidar DSM “International Conference on SIGNAL PROCESSING (SIP '12) - Saint Malo & Mont Saint-Michel, France, April 2-4, 2012
16- A. R. Elshehaby, L. G.Taha and A. I. Ramzi “Assessment of Fused, Panchromatic and Multispectral Geoeye-1 Images for large scale mapping “CERM- Al-Azhar University Vol. (34) No.(2) April 2012
17- L. G.Taha Acceptance of the paper in CERM civil engineering research magazine Journal(Al-Azhar university-Egypt) Title: Texture Analysis of Panchromatic Geoeye-1 imagery for Improvement of Land Cover Classification june2012
18-L. G.Taha and Safaa M. Bedawi “New automatic building detection and extraction software based on Swarm intelligence based classification of LIDAR point clouds &combination of digital camera images and Lidar DSM“Engineering research journal -faculty of Engineering at Shoubra VOL NO.(17) july2012
19- L. G.Taha New trends in large scale satellite mapping August 2012
20- L. G.Taha “Improving Automatic Feature Detection from LIDAR Intensity by Integration of LIDAR Height Data and True Orthoimage from Digital Camera “International Journal of Circuits, Systems and Signal Processing Issue 3, Volume 6, 2012 -NAUN Journal ISSN: 1998-4464
21- A. R. Elshehaby, L. G.Taha and A. I. Ramzi“Population estimation of North Sainai Governorate from satellite images for sustainable development purpose“VOL.( 34) NO.(4 ) CERM civil engineering research magazine Journal(Al-Azhar university-Egypt)
22- A. R. Elshehaby, L. G.Taha and A. I. Ramzi“Automatic road network extraction and updating based on Spectral angler mapper from Medium and high resolution Satellite images“CERM civil engineering research magazine Journal(Al-Azhar university-Egypt)
, VOL. (35) NO. ( 1 ), pp. 165-192.
23-A. R. Elshehaby, L. G.Taha and A. I. Ramzi “DEVELOPMENT OF URBAN System Based on Pansharpened WorldView-2 image’’
EIGHTH SCIENTIFIC CONFERENCE S E S 2012 4 – 6 December 2012 Sofia- BULGARIA
24- L. G.Taha,A.Samir “Optimising the workflow of large scale planimetric map revision and updating using manual digitizing of true digital Orthophoto & supervised maximum likelihood classification of multi channels (Texture and pan) “39th, Annual Conference of the Association of Egyptian American Scholars Dec. 25-27 2012.
25- L. G.Taha “Toward digital photogrammetry centre of scientific excellence“39th, Annual Conference of the Association of Egyptian American Scholars Dec. 25-27 2012.
26- A. R. Elshehaby, L. G.Taha and A. I. Ramzi ‘Automatic Road Network Extraction Based on Spectral Angler Mapper“ International Journal of Circuits, Systems and Signal Processing NAUN Journals USA Issue 5, Volume 7, 2013
27- L. G.Taha and A.A. Shahin “ Assessment of Cartographic potential of airborne hyperspectral data for large scale mapping “
International conferences Remote 13 in Budapest, Hungary, December
10-12, 2013
28- L. G.Taha and A. Sharawi ‘’ Assessment of Urban Feature Extraction from SPOT5 Image “CERM civil engineering research magazine Journal(Al-Azhar university-Egypt)
April-2014
29- L. G.Taha and A. A. Shahin ‘’ Improvement of SAM Land Cover Classification of Airborne Hyperspectral Data Using Expert System“ open journal of remote sensing and positioning
Scientific Online Publishing (SOP) USA Volume 1, Number 1, June 2014
30- H . Effat and L.Taha ,K.Fathy “ Mapping land cover changes and related urban heat island, case study,Tanta city, Egypt“ 5th international conference on cartography and GIS June ,15-21,2014 Riviera,Bulgaria
31- L. G.Taha “Cloud Removing from EgyptSat-1 image using Wavelet image Sharpening“
Al Azhar University Engineering Sector23-25 December ,JAUES,2014
32-L. G.Taha and A. A. Shahin ‘’Assessment of large scale urban mapping from airborne hyperspectral data based on SVM and ANN“ International Journal of Neural Networks and Advanced Applications NAUN Journals USA accepted 29/5/2014 Volume 1, 2014 ISSN: 2313-0563 Inspec - The IET
33- L. G.Taha and A. Sharawi ‘’Toward Enhancement of Multi-scale Wavelet Image Fusion for Improvement of Land Cover Mapping Using Neural Network Classification“ CERM civil engineering research magazine Journal(Al-Azhar university-Egypt July-2014.
34- L. G.Taha "Assessment of Urbanization Encroachment over Al- Monib Island using Fuzzy Post Classification Comparison and Urbanization Metrics" The Egyptian Journal of Remote Sensing and Space Sciences Volume 17, Issue 2, Pages 111-230 (December 2014)
35- H . Effat and L.Taha ,K.Fathy “Change Detection of Land cover and Urban Heat Islands using Multi-Temporal Landsat Images, application in Tanta City, Egypt” Open Journal of Remote Sensing and Positioning Scientific Online Publishing (SOP) USA Volume 1, Number 2, December 2014
36- L.Taha and H . Effat "GIS-based Estimation of Potential Solar Energy on Flat Roofs in Maadi, Cairo, using True ortho WorldView image and Digital Surface Model." Journal of Advanced Remote Sensing and GIS. accepted 2/6/2015 2015, Volume 4, Issue 1, pp. 1092-1108, Article ID Tech-422 ISSN 2320 – 0243 I.F 1.97 Google Scholar
37- L. G.Taha ‘’LIDAR las point clouds’’ Chapter - Book Title: Horizons in Computer Science Research. Volume 12-NOVAA publishers –U.S.A accepted 27/7/2015 ISBN: 978-1-63483-926-6
38- L. G.Taha and R.E.IBRAHIM,2016 ‘’ New Object Based Model for Automatic Building Extraction by Integrating LIDAR Point Clouds and Lidar Derived Layers’’ International Journal of Circuits, Systems and Signal Processing.accepted 16/2/2016 I.F
39- L. G.Taha ,2016 ‘’Land Cover Extraction from Fused Very High Resolution Image Using Pixel Based and Object Based Classification Methods’’ CERM civil engineering research magazine Journal(Al-Azhar university-Egypt April-2016.
40- ElSharkawy A.R., Mostafa A. E.A., L. G.Taha, Rana Rezq Mahmoud R. R. 2016, “Merging SAR and Egyptsat Images for Improvement Roads Network Extraction” Engineering Research Journal 151 (Sep 2016) C1- C24 Helwan university
41 -L. G.Taha ,2016 Classifier Ensemble for Improving Land Cover Classification International Journal of Circuits, Systems and Signal Processing -NAUN Journals USA
42- L. G.Taha ,2017’’ LPS FUNDEMENTAL’’ lecture research gate
43- L. G.Taha ,2017 ‘’Assessment of Urban Land Cover Classification using Wishart and Support Vector Machine (SVM) based on different decomposition parameters of fully-polarimetric SAR ‘’Journal of Geomatics Vol 11 No. 1 April 2017 Indian Society of Geomatics- India
44- L. G.Taha ,2017 ‘’Pixel based and Object-based classification of remotely sensed data’’ Chapter -Book Title: Horizons in Computer Science Research. Volume 12-NOVAA publishers –U.S.A accepted
45-Hattab M., Samir A. , Taha L.G.,2017 ‘’Monitoring and Assessment of Urban Heat Islands over the Southern Region of Cairo Governorate, Egypt ‘’Egyptian journal of remote sensing and space sciences
46- L. G.Taha ,2017 ‘’The applications of automatic image interpretation in
surveying and photogrammetry’’ State of art
47- L. G.Taha and A. Sharawi ‘’ASSESSMENT OF PLANET IMAGE FOR LAND COVER MAPPING USING SOFT AND HARD CLASSIFIERS’’ accepted ICRSG 2018 :20th Int. Conf. on Remote Sensing and Geoinformation- Istanbul, Turkey -Jul 23-24, 2018
48-L. G.Taha and A. Sharawi’’ Urban Land Cover from GF-2 Satellite Images Using Object Based and Neural Network Classifications ‘’ accepted ICGE 2018 : 20th International Conference on Geomatics Engineering Istanbul, Turkey -August, 16-
17, 2018.
49- L. G.Taha, A. I. Ramzi,A. Sharawi A. Bekheet Assessment of the true digital ortho from digital aerial camera and from LIDAR data accepted The 12th international conference Geomatics of Middle East and North Africa Aqaba Jordan 1 to 4 April 2018
50- A.R.Elshehaby and L.G.Taha, 2018 ‘’ Assessment of the Automatic digital surface model from digital aerial camera and from LIDAR Point clouds data’’ AUSTRALIAN JOURNAL OF BASIC AND APPLIED SCIENCES Vol. 12, No. 9 (September ISSUE), 2018
51-A.R.Elshehaby and L.G.Taha, 2018 ‘’A Novel Classifier Ensample for Combining Pixel-Based and Object Based Classification Methods for Improving Feature Extraction from LIDAR Intensity Data and LIDAR Derived Layers’’ American journal of geographic information system -August 2018
52- Rania Elsayed,Lamyaa Gamal el-deen,Adel Shalaby ‘’Urban Expansion and Pattern analysis using Shannon’s Entropy approach in ElMinya Governorate, Upper Egypt’’ accepted in 7/10/2019 International Journal of Circuits, Systems and Signal Processing . usa
53- Recent advanced in image processing(Change Detection using Neural network) L.G.Taha (book)
LAP Lambert Academic publishing -Germany 10/12/2019
ISBN-13 :978-620-0-48309-6
ISBN-10:6200483094
54-Performance Evaluation of Change Detection Techniques L.G Taha ( book)
LAP Lambert Academic publishing -Germany 11/12/2019
ISBN-13:978-613-9-83070-1
ISBN-10: 6139830702
55- Deep learning Artificial Neural Networks (ANN) Ashraf Sharawy and Lamyaa Taha(book)
LAP Lambert Academic publishing -Germany 21/1/2020
ISBN-13: 978-620-0-53129-2
ISBN-10:6200531293
56- Techniques for Generation Digital elevation models L.G.Taha (book)
LAP Lambert Academic publishing -Germany 21/1/2020
ISBN-13:978-620-0-53576-4
ISBN-10:6200535760
57-Mahmoud El Nokrashy O. Ali, Lamyaa Gamal EL-Deen Taha, Mostafa H.A. Mohamed,
Asmaa A. Mandouh Assessment of DTMs Generated using Different Wavelengths of Multispectral LiDAR in Coastal and Forested Areas Journal of Al-Azhar University Engineering Sector JAUES
58- L. G.Taha, A. I. Ramzi,A. Sharawi A. Bekheet ‘’URBAN FEATURE EXTRACTION FROM MERGED AIRBORNE LIDAR DATA AND DIGITAL CAMERA DATA’’ GeoplanningJournal of Geomatics and Planning, vol. 7, no. 2, pp. 57-74, Nov. 2020. https://doi.org/10.14710/geoplanning.7.2.57-74
E-ISSN: 2355-6544
59-Mahmoud El Nokrashy O. Ali, Lamyaa Gamal EL-Deen Taha, Mostafa H.A. Mohamed,
Asmaa A. Mandouh ,2021Generation of digital terrain model from multispectral LiDar using different ground filtering techniques ’Egyptian journal of remote sensing and space sciences
24 (2021) 181–189
-60 L. G.Taha and R.ElsayedComparison of Machine Learning Algorithms for Extracting Urban Impervious Surfaces from SAR Imageries, Sentinel-2 and Fused Imageries
المؤتمر الدولى للمعلومات الجغرافية 2021 29 -31 مارس 2021
61- L. G.Taha and R.Elsayed ,2021’’Land use land cover mapping from Sentinel-1, Sentinel-2 and fused Sentinel images based on machine learning algorithms’’ International Journal of Computational and Applied Mathematics & Computer Science Volume 1, 2021 pp.12-23USA
62- L. G.Taha and R.Elsayed ,2021’’ Assessment of Approaches for the Extraction of Building Footprints from Pléiades Images’’ GEOMATICS AND ENVIRONMENTAL ENGINEERING • Volume 15 • Number 4 • 2021 https://doi.org/10.7494/geom.2021.15.4.101
Received: 6 May 2021; accepted: 22 September 2021
63- L. G.Taha, M. A. Basheer, A. M. Mohamed ‘’Development of Desertification Indicators for Desertification Monitoring from Landsat Images Using Python Programming’’ GeoPlanning Journal of Geomatics and Planning Vol. 8, No. 2, 2021 e-ISSN: 2355-6544 Received: 15 March 2021; Accepted: 4 November 2021; Published: 30 December 2021.
64- L. G.Taha and R.Elsayed ‘’,2022 ‘’A Machine Learning Model for Improving Buildings Detection in Informal Areas: A Case Study of Greater Cairo’’
GEOMATICS AND ENVIRONMENTAL ENGINEERING • Volume 16 • Number 2 • 2022