Publications
2024
Demir, Y., Kaplan, N.H., Kucuk, S. Severoglu, N. (2024). Pixel-wise low-light image enhancement based on metropolis theorem, Journal of Visual Communication and Image Representation, 102, 104211. [PDF] [Code]
Kucuk, S., Abacı, B., Dede, M., Yuksel, S. E., Yılmaz, M. (2024). Detection and Tracking of Mucilage Phenomenon in the Sea of Marmara by Remote Sensing Images, DOI:10.26650/B/LSB21LSB37.2024.023.014, in IU Press. [PDF]
2023
Demir, Y., Kaplan, N.H. (2023). Low-light image enhancement based on sharpening-smoothing image filter, Digital Signal Processing, 138, 104054.
Kaplan, N.H. (2023). Real-world image dehazing with improved joint enhancement and exposure fusion, Journal of Visual Communication and Image Representation, 90, 103720.
Kaplan, N.H. (2023). Single Image Dehazing based on Additive Wavelet Transform, Balkan Journal of Electrical and Computer Engineering, 11(1), 71-77.
M. Oturak, S. E. Yuksel, S. Kucuk. (2023) Multi-source domain adaptation of GPR data for IED detection, Signal, Image and Video Processing, 17, 1831-1839.
2022
Yilmaz, M., Tosunoğlu, F., Kaplan, N.H., Unes, F., Hanay, Y.S. (2022). Predicting monthly streamflow using artificial neural networks and wavelet neural networks models. Model. Earth Syst. Environ. 8, 5547–5563.
Kaplan, N.H., Erer, I., Kumlu, D. (2022). Image Enhancement Methods for Remote Sensing: A Survey. in Recent Remote Sensing Sensor Applications - Satellites and Unmanned Aerial Vehicles (UAVs). London, United Kingdom: IntechOpen.
S. Kucuk, S. E. Yuksel. (2022). Pointwise Mutual Information based Graph Laplacian Regularized Sparse Unmixing. IEEE Geoscience and Remote Sensing Letters, 19, 1-5.
2021
Kaplan, N.H., Erer, I. (2021). Scale aware remote sensing image enhancement using rolling guidance, Journal of Visual Communication and Image Representation, 80, 103315.
S. Kucuk and S. E. Yuksel. (2021). Total Utility Metric based Dictionary Pruning for Sparse Hyperspectral Unmixing, IEEE Transactions on Computational Imaging, 7, 562-572.
N. Severoglu and Ö. Salor. (2021). Statistical models of EAF harmonics developed for harmonic estimation directly from waveform samples using deep learning framework, IEEE Transactions on Industry Applications 57.6, 6730-6740.
2020
Yilmaz, M., Tosunoglu, F., Kaplan, N. H. (2020). Evaluation of Trends and Dominant Modes in Maximum Flows in Turkey Using Discrete and Additive Wavelet Transform, Journal of Hydrologic Engineering, 25 (11), 05020037.
Kumlu, D., Erer, I., Kaplan, N. H. (2020). Low complexity clutter removal in GPR images via lattice filters, Digital Signal Processing, 101, 102724.
Aksakallı, I.K, Kaplan, N.H., Kilic, U., Erer , I. (2020). A Novel Approach for Copy-move Forgery Detection using Bilateral Filtering. Balkan Journal of Electrical and Computer Engineering, 8(2), 14-120.
M. E. Yuksel, S. Kucuk, S. E. Yuksel, E. Erdem,. (2020). Deep Learning for Medicine and Remote Sensing: A Brief Review, International Journal of Environment and Geoinformatics, 7(3):280-288.
S. Kucuk, S. E. Yuksel. (2020). Unmixing of Hyperspectral Data Using Spectral Libraries, International Journal of Environment and Geoinformatics, 7(1):93-101
N. Severoglu and Ö. Salor. (2020). Amplitude and phase estimations of power system harmonics using deep learning framework, IET Generation, Transmission & Distribution 14.19, 4089-4096.
2019
Kaplan, N.H., Erer, I., Ozcan, O., Musaoglu, N. (2019). MTF driven adaptive multiscale bilateral filtering for pansharpening, International Journal of Remote Sensing, 40(16), 6262-6282.
Erer, I., Kaplan, N.H. (2019). Fast local SAR image despeckling by edge-avoiding wavelets, Signal, Image and Video Processing, 13(6), 1071-1078.
Kumlu, D., Karasakal, G., Kalpan, N. H., Erer, I. (2019). Ground penetrating Radar Clutter Removal via 1D Fast Sub band Decomposition. Defence Science Journal, 69(1), 74- 79.
Codur, M.Y., Kaplan, N.H. (2019). Increasing the Visibility of Traffic Signs in Foggy Weather, Fresenius Environmental Bulletin, 28(2), 705-709.