메뉴 건너뛰기




Volumn , Issue , 2017, Pages 37-44

Deep learning for multisensor image resolution enhancement

Author keywords

Convolutional neural networks; Deep learning; Image resolution; Multispectral; Remote sensing; Super resolution

Indexed keywords

CONVOLUTION; DEEP LEARNING; DEEP NEURAL NETWORKS; IMAGE RESOLUTION; NEURAL NETWORKS; OPTICAL RESOLVING POWER; REMOTE SENSING; SATELLITE IMAGERY;

EID: 85040242092     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/3149808.3149815     Document Type: Conference Paper
Times cited : (12)

References (40)
  • 1
    • 85040229594 scopus 로고    scopus 로고
    • University of Twenty Faculty of Geo-Information and Earth Observation (ITC)
    • University of Twenty Faculty of Geo-Information and Earth Observation (ITC) ITC's database of satellites and sensors. 2017.
    • (2017) ITC's Database of Satellites and Sensors
  • 2
    • 84930630277 scopus 로고    scopus 로고
    • Deep learning
    • LeCun, Y., Bengio, Y. and Hinton, G. Deep learning. Nature, 521, 7553 (2015), 436-444.
    • (2015) Nature , vol.521 , Issue.7553 , pp. 436-444
    • LeCun, Y.1    Bengio, Y.2    Hinton, G.3
  • 12
    • 84975475015 scopus 로고    scopus 로고
    • Remote sensing image fusion with convolutional neural network
    • Zhong, J., Yang, B., Huang, G., Zhong, F. and Chen, Z. Remote sensing image fusion with convolutional neural network. Sensing and Imaging, 17, 1 (2016), 1-16.
    • (2016) Sensing and Imaging , vol.17 , Issue.1 , pp. 1-16
    • Zhong, J.1    Yang, B.2    Huang, G.3    Zhong, F.4    Chen, Z.5
  • 15
    • 0033542830 scopus 로고    scopus 로고
    • IRS-1C-LISS-III and PAN data fusion: An approach to improve remote sensing based mapping techniques
    • Saraf, A. IRS-1C-LISS-III and PAN data fusion: an approach to improve remote sensing based mapping techniques. International Journal of Remote Sensing, 20, 10 (1999), 1929-1934.
    • (1999) International Journal of Remote Sensing , vol.20 , Issue.10 , pp. 1929-1934
    • Saraf, A.1
  • 18
    • 33845645571 scopus 로고    scopus 로고
    • ERS-2 SAR and IRS-1C LISS III data fusion: A PCA approach to improve remote sensing based geological interpretation
    • Pal, S., Majumdar, T. and Bhattacharya, A. K. ERS-2 SAR and IRS-1C LISS III data fusion: A PCA approach to improve remote sensing based geological interpretation. ISPRS journal of photogrammetry and remote sensing, 61, 5 (2007), 281-297.
    • (2007) ISPRS Journal of Photogrammetry and Remote Sensing , vol.61 , Issue.5 , pp. 281-297
    • Pal, S.1    Majumdar, T.2    Bhattacharya, A.K.3
  • 19
    • 0025570620 scopus 로고
    • IHS transform for the integration of radar imagery with other remotely sensed data
    • Harris, J. R., Murray, R. and Hirose, T. IHS transform for the integration of radar imagery with other remotely sensed data. Photogrammetric Engineering and Remote Sensing, 56, 12 (1990), 1631-1641.
    • (1990) Photogrammetric Engineering and Remote Sensing , vol.56 , Issue.12 , pp. 1631-1641
    • Harris, J.R.1    Murray, R.2    Hirose, T.3
  • 20
    • 0008606197 scopus 로고    scopus 로고
    • Fusion of landsat TM and SAR image based on principal component analysis
    • Yonghong, J. Fusion of landsat TM and SAR image based on principal component analysis. Remote Sensing Technology and Application, 13, 1 (1998), 46-49.
    • (1998) Remote Sensing Technology and Application , vol.13 , Issue.1 , pp. 46-49
    • Yonghong, J.1
  • 21
    • 0032029701 scopus 로고    scopus 로고
    • A wavelet transform method to merge Landsat TM and SPOT panchromatic data
    • Zhou, J., Civco, D. and Silander, J. A wavelet transform method to merge Landsat TM and SPOT panchromatic data. International Journal of Remote Sensing, 19, 4 (1998), 743-757.
    • (1998) International Journal of Remote Sensing , vol.19 , Issue.4 , pp. 743-757
    • Zhou, J.1    Civco, D.2    Silander, J.3
  • 23
    • 85040218040 scopus 로고    scopus 로고
    • PALSAR-FBS L-HH mode and landsat-TM data fusion for geological mapping
    • Bannari, A., El-Battay, A., Saquaque, A. and Miri, A. PALSAR-FBS L-HH Mode and Landsat-TM Data Fusion for Geological Mapping. Advances in Remote Sensing, 5, 04 (2016), 246.
    • (2016) Advances in Remote Sensing , vol.5 , Issue.4 , pp. 246
    • Bannari, A.1    El-Battay, A.2    Saquaque, A.3    Miri, A.4
  • 25
    • 84883814326 scopus 로고    scopus 로고
    • Remote sensing image fusion via sparse representations over learned dictionaries
    • Li, S., Yin, H. and Fang, L. Remote sensing image fusion via sparse representations over learned dictionaries. IEEE Transactions on Geoscience and Remote Sensing, 51, 9 (2013), 4779-4789.
    • (2013) IEEE Transactions on Geoscience and Remote Sensing , vol.51 , Issue.9 , pp. 4779-4789
    • Li, S.1    Yin, H.2    Fang, L.3
  • 26
    • 84924765173 scopus 로고    scopus 로고
    • Expansion of LISS III swath using AWiFS wider swath data and contourlet coefficients learning
    • Rao, C., Malleswara Rao, J., Senthil Kumar, A., Lakshmi, B. and Dadhwal, V. Expansion of LISS III swath using AWiFS wider swath data and contourlet coefficients learning. GIScience & Remote Sensing, 52, 1 (2015), 78-93.
    • (2015) GIScience & Remote Sensing , vol.52 , Issue.1 , pp. 78-93
    • Rao, C.1    Malleswara Rao, J.2    Senthil Kumar, A.3    Lakshmi, B.4    Dadhwal, V.5
  • 27
    • 74849123218 scopus 로고    scopus 로고
    • IRS-LISS-III and PAN data analysis for landslide susceptibility mapping using heuristic approach in active tectonic region of Himalaya
    • Patwary, M. A. A., Champati ray, P. K. and Parvaiz, I. IRS-LISS-III and PAN data analysis for landslide susceptibility mapping using heuristic approach in active tectonic region of Himalaya. Journal of the Indian Society of Remote Sensing, 37, 3 (2009), 493-509.
    • (2009) Journal of the Indian Society of Remote Sensing , vol.37 , Issue.3 , pp. 493-509
    • Patwary, M.A.A.1    Champatiray, P.K.2    Parvaiz, I.3
  • 32
  • 33
    • 85014871642 scopus 로고    scopus 로고
    • Multispectral and hyperspectral image fusion using a 3-d-convolutional neural network
    • Palsson, F., Sveinsson, J. R. and Ulfarsson, M. O. Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network. IEEE Geoscience and Remote Sensing Letters, 14, 5 (2017), 639-643.
    • (2017) IEEE Geoscience and Remote Sensing Letters , vol.14 , Issue.5 , pp. 639-643
    • Palsson, F.1    Sveinsson, J.R.2    Ulfarsson, M.O.3
  • 34
    • 19944421099 scopus 로고    scopus 로고
    • Resourcesat-1: A global multi-observation mission for resources monitoring
    • Seshadri, K., Rao, M., Jayaraman, V., Thyagarajan, K. and Murthi, K. S. Resourcesat-1: A global multi-observation mission for resources monitoring. Acta Astronautica, 57, 2 (2005), 534-539.
    • (2005) Acta Astronautica , vol.57 , Issue.2 , pp. 534-539
    • Seshadri, K.1    Rao, M.2    Jayaraman, V.3    Thyagarajan, K.4    Murthi, K.S.5
  • 35
    • 84869029959 scopus 로고    scopus 로고
    • Quantification and comparison of spectral characteristics of sensors on board Resourcesat-1 and Resourcesat-2 satellites
    • Pandya, M., Murali, K. and Kirankumar, A. Quantification and comparison of spectral characteristics of sensors on board Resourcesat-1 and Resourcesat-2 satellites. Remote sensing letters, 4, 3 (2013), 306-314.
    • (2013) Remote Sensing Letters , vol.4 , Issue.3 , pp. 306-314
    • Pandya, M.1    Murali, K.2    Kirankumar, A.3
  • 38
    • 45749130181 scopus 로고    scopus 로고
    • Scope of validity of PSNR in image/video quality assessment
    • Huynh-Thu, Q. and Ghanbari, M. Scope of validity of PSNR in image/video quality assessment. Electronics letters, 44, 13 (2008), 800-801.
    • (2008) Electronics Letters , vol.44 , Issue.13 , pp. 800-801
    • Huynh-Thu, Q.1    Ghanbari, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.