Publications

Direct Imaging of Exoplanets

Daglayan, H., Vary S., Leplat, V., Gillis, N, Absil, P-A. (2023). “Direct Exoplanet Detection Using L1 Norm Low-Rank Approximation.” Proceedings of the 35th BNAIC and 32nd BeNeLearn joint international scientific conferences on AI and machine learning (BNAIC/BeNeLearn2023). [paper] [code]
Daglayan, H., Vary S., Absil, P-A. (2023). “An alternating minimization algorithm with trajectory for direct exoplanet detection.” Proceedings of the 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2023), pp. 417-422.[paper] [code]
Vary S., Daglayan, H., Jacques, L., Absil, P-A. (2023). “Low-rank plus sparse trajectory decomposition for direct exoplanet imaging.” 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1-5. [paper] [code]
Daglayan, H., Vary S.,Cantalloube, F., Absil, P-A., Absil O. (2023). “Likelihood ratio map for direct exoplanet detection.” 2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS), pp. 1-5. [paper] [code]

Daglayan, H., Cetin, Y.Y., Baskurt D.O. (2016). “A novel method to detect shadows on multispectral images.” SPIE Image and Signal Processing for Remote Sensing XXII 10004, 86-99. [paper]
Omruuzun, F., Baskurt, D.O., Daglayan, H., Cetin YY. (2015). “Utilizing hyperspectral remote sensing imagery for afforestation planning of partially covered areas.” SPIE Image and Signal Processing for Remote Sensing XXI 9643, 732-739. [paper]
Omruuzun, F., Baskurt, D.O., Daglayan, H., Cetin YY. (2015). “Shadow removal from VNIR hyperspectral remote sensing imagery with endmember signature analysis.” SPIE Next-Generation Spectroscopic Technologies VIII 9482, 360-367. [paper]

Daglayan, H., Karakaya, M. (2016). “An optimized ambulance dispatching solution for rescuing injures after disaster.” Universal Journal of Engineering Science Vol. 4(3), pp. 50 - 57. [paper]
Daglayan, H., Karakaya, M. (2016). “The impact of crossover and mutation operators on a GA solution for the capacitated vehicle routing problem” Universal Journal of Engineering Science 4 (3), pp. 39-44 [paper]

Daglayan H. “Shadow detection on multispectral images.” Supervisor: Prof. Yasemin Yardimci Cetin [link]