TY - GEN
T1 - Panoramic of Image Reconstruction Based on Geospatial Data using SIFT (Scale Invariant Feature Transform)
AU - Hermansyah, Adi
AU - Nugroho, Arif
AU - Kurniawan, Arief
AU - Nugroho, Supeno Mardi Susiki
AU - Yuniarno, Eko Mulyanto
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/8
Y1 - 2019/8
N2 - Reconstruction can mean the return of something in its place of origin, rearrangement of existing material and rearranged as it is or the original event. Where in this study used the SIFT, match and homography method. Based on the results of this experiment, it was able to reconstruct panoramic images. After the stitching process on geospatial data found was a problem where the GPS data is lost and the results are still there overlap. Where the initial data has GPS data.From the experimental results, we have reconstructed the panoramic data based on geospatial data using SIFT (Scale Invariant Feature Transform) method, in which the key point results obtained by matching the original image and stitched image. It can be seen from key point results from four images namely image A = 7, image B = 16, image C = 27 and image D = 32. By summing the key points from those images, the total number of key points are 82. The average of key points will be 20.5 and the average of the run time of the program is 0.0385 second. By knowing the position of initial image coordinate on the stitched image, we know where the position of longitude and latitude is. The stitched image from an image A located in (70, 16′, 51.2675″S/1120, 47′, 32.1102″E), image B located in (70, 16′, 51.4336″S/1120, 47′, 32.2728″E), image C located in (70, 16′, 51.6024″S/1120, 47′, 32.3975″E) and image D located in (70, 16′, 51, 8191″S/1120, 47′, 32.5617″E). Meanwhile, GPS coordinates point in image A lies in x, y = (205, 164) and x ′, y′ = (603.15), in image B lies in x, y = (194, 175) and x ′, y′ = (598.70), image C located in x, y = (196, 110) and x ′, y′ = (599.71) and image D located in x, y = (28, 110) and x ′, y′ = (607, 130).
AB - Reconstruction can mean the return of something in its place of origin, rearrangement of existing material and rearranged as it is or the original event. Where in this study used the SIFT, match and homography method. Based on the results of this experiment, it was able to reconstruct panoramic images. After the stitching process on geospatial data found was a problem where the GPS data is lost and the results are still there overlap. Where the initial data has GPS data.From the experimental results, we have reconstructed the panoramic data based on geospatial data using SIFT (Scale Invariant Feature Transform) method, in which the key point results obtained by matching the original image and stitched image. It can be seen from key point results from four images namely image A = 7, image B = 16, image C = 27 and image D = 32. By summing the key points from those images, the total number of key points are 82. The average of key points will be 20.5 and the average of the run time of the program is 0.0385 second. By knowing the position of initial image coordinate on the stitched image, we know where the position of longitude and latitude is. The stitched image from an image A located in (70, 16′, 51.2675″S/1120, 47′, 32.1102″E), image B located in (70, 16′, 51.4336″S/1120, 47′, 32.2728″E), image C located in (70, 16′, 51.6024″S/1120, 47′, 32.3975″E) and image D located in (70, 16′, 51, 8191″S/1120, 47′, 32.5617″E). Meanwhile, GPS coordinates point in image A lies in x, y = (205, 164) and x ′, y′ = (603.15), in image B lies in x, y = (194, 175) and x ′, y′ = (598.70), image C located in x, y = (196, 110) and x ′, y′ = (599.71) and image D located in x, y = (28, 110) and x ′, y′ = (607, 130).
KW - Geospatial data
KW - SIFT
KW - homography
KW - image
KW - panoramic
KW - reconstruction
UR - http://www.scopus.com/inward/record.url?scp=85078503200&partnerID=8YFLogxK
U2 - 10.1109/ISITIA.2019.8937152
DO - 10.1109/ISITIA.2019.8937152
M3 - Conference contribution
AN - SCOPUS:85078503200
T3 - Proceedings - 2019 International Seminar on Intelligent Technology and Its Application, ISITIA 2019
SP - 308
EP - 313
BT - Proceedings - 2019 International Seminar on Intelligent Technology and Its Application, ISITIA 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2019 International Seminar on Intelligent Technology and Its Application, ISITIA 2019
Y2 - 28 August 2019 through 29 August 2019
ER -