Automatic Ship Detection and Classification using Machine Learning from Remote Sensing Images on Apache Spark

Author:

DOLAPCI Betül,ÖZCAN Caner

Publisher

Journal of Intelligent Systems: Theory and Applications, Harun TASKIN

Reference27 articles.

1. Bi, F., Hou, J., Chen, L., Yang, Z., Wang, Y., 2019. “Ship Detection for Optical Remote Sensing Images Based on Visual Attention Enhanced Network”. Sensors, 8, 4634-4646, 2015.

2. Cavallaro G, Riedel M, Richerzhagen M, Benediktsson JA, Plaza A. “On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods”. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8, 4634-4646, 2015.

3. Chen, Z., Chen D., Zhang Y., Cheng X., Zhang M., 2020. “Deep learning for autonomous ship-oriented small ship detection”. Safety Science, 130.

4. Cortes C, Vapnik Vladimir. “Support-Vector Networks”, Machine Learning, 20, 273-297 (1995).

5. Ergül M, Alatan AA. “Geospatial Object Recognition From High Resolution Satellite Imagery”. 2013 21st Signal Processing and Communications Applications Conference (SIU), Haspolat, Turkey, 24-26 April 2013.

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