Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Unsupervised segmentation of LiDAR fused hyperspectral imagery using pointwise mutual information

INTERNATIONAL JOURNAL OF REMOTE SENSING, vol.42, no.17, pp.6465-6480, 2021 (Journal Indexed in SCI) identifier identifier

Total Utility Metric Based Dictionary Pruning for Sparse Hyperspectral Unmixing

IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, vol.7, pp.562-571, 2021 (Journal Indexed in SCI) identifier identifier

Fully-connected semantic segmentation of hyperspectral and LiDAR data

IET COMPUTER VISION, vol.13, no.3, pp.285-293, 2019 (Journal Indexed in SCI) identifier identifier

A MAP-Based Approach for Hyperspectral Imagery Super-Resolution

IEEE TRANSACTIONS ON IMAGE PROCESSING, vol.27, no.6, pp.2942-2951, 2018 (Journal Indexed in SCI) identifier identifier

An investigation of the effect of neighboring objects to shadow areas on real data based on the physical radiance model

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.33, no.3, pp.887-904, 2018 (Journal Indexed in SCI) identifier identifier

SPICEE: An Extension of SPICE for Sparse Endmember Estimation in Hyperspectral Imagery

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol.13, no.12, pp.1910-1914, 2016 (Journal Indexed in SCI) identifier identifier

Multiple-Instance Hidden Markov Models With Applications to Landmine Detection

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol.53, no.12, pp.6766-6775, 2015 (Journal Indexed in SCI) identifier identifier

Articles Published in Other Journals

Effect of LiDAR sensor on the success of shadow detection from hyperspectral data

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, vol.24, no.2, pp.198-204, 2018 (Journal Indexed in ESCI) identifier

Refereed Congress / Symposium Publications in Proceedings

Deep Learning in Remote Sensing

X. Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği (TUFUAB) Teknik Sempozyumu, Aksaray, Turkey, 25 - 27 April 2019

Transfer and Multitask Learning using Convolutional Neural Networks for Buried Wire Detection from Ground Penetrating Radar Data

Conference on Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIV, Maryland, United States Of America, 15 - 17 April 2019, vol.11012 identifier identifier

A Standalone Open-Source System for Optical Inspection of Printed Circuit Boards

23rd IEEE Conference on Signal Processing Algorithms, Architectures, Arrangements, and Applications (SPA), Poznan, Poland, 18 - 20 September 2019, pp.105-110 identifier identifier

Transfer Learning on GPR Data for IED Detection in Various Environments

Conference on Electro-Optical Remote Sensing XIII, Strasbourg, France, 9 - 10 September 2019, vol.11160 identifier identifier

Deep Canonical Correlation Analysis for Hyperspectral Image Classification

Conference on Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions held at SPIE Remote Sensing Conference, Strasbourg, France, 9 - 10 September 2019, vol.11150 identifier identifier

A Greedy Algorithm for Sparse Unmixing

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 identifier identifier

IMAGE FUSION FOR HYPERSPECTRAL IMAGE SUPER-RESOLUTION

9th Workshop on Hyperspectral Image and Signal Processing - Evolution in Remote Sensing (WHISPERS), Amsterdam, Netherlands, 23 - 26 September 2018 identifier identifier

Fusion of Hyperspectral Image and LiDAR Data and Classification using Deep Convolutional Neural Networks

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 identifier identifier

Transfer and Multitask Learning Method for Buried Wire Detection via GPR

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 identifier identifier

Buried Target Detection with Ground Penetrating Radar Using Deep Learning Method

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier identifier

LiDAR Aided Hyperspectral Images Segmentation Using Schroedinger Eigenmaps

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier identifier

Fusion Based Resolution Enhancement in Hyperspectral Images

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier identifier

Fusion of KLMS and Blob Based Pre-Screener for Buried Landmine Detection Using Ground Penetrating Radar

Conference on Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXI, Maryland, United States Of America, 18 - 21 April 2016, vol.9823 identifier identifier

SEMATIC SEGMENTATION OF HYPERSPECTRAL IMAGES WITH THE FUSION OF LIDAR DATA

36th IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China, 10 - 15 July 2016, pp.2522-2525 identifier

Hyperspectral Image Segmentation Using Normalized Cuts

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1717-1720 identifier identifier

Hyperspectral Imagery Superresolution

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1057-1060 identifier identifier

SUPER-RESOLUTION RECONSTRUCTION OF HYPERSPECTRAL IMAGES VIA AN IMPROVED MAP-BASED APPROACH

36th IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China, 10 - 15 July 2016, pp.7244-7247 identifier identifier

Hyperspectral Data Classification using Deep Convolutional Neural Networks

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.2129-2132 identifier identifier

Target Detection in Hyperspectral Images

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1501-1504 identifier identifier

Analyzing the Correlation of Sky-View Factor and Shadow Regions in Hyperspectral Data

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1989-1992 identifier identifier

A MAP-BASED APPROACH TO RESOLUTION ENHANCEMENT OF HYPERSPECTRAL IMAGES

7th Workshop on Hyperspectral Image and Signal Processing - Evolution in Remote Sensing (WHISPERS), Tokyo, Japan, 2 - 05 June 2015 identifier identifier

Effect of endmember clustering on proportion estimation: Results on the Share 2012 dataset

Conference on Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI, Maryland, United States Of America, 21 - 23 April 2015, vol.9472 identifier identifier

LWIR and MWIR Images Dimension Reduction and Anomaly Detection with Locally Linear Embedding

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.819-822 identifier identifier

Locating the Shadow Regions in LiDAR Data: Results on the SHARE 2012 Dataset

Conference on Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI, Maryland, United States Of America, 21 - 23 April 2015, vol.9472 identifier identifier

Aircraft Recognition from Satellite Images

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.719-722 identifier identifier

Fusion of forward-looking infrared camera and down-looking ground penetrating radar for buried target detection

Conference on Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XX, Maryland, United States Of America, 20 - 23 April 2015, vol.9454 identifier identifier

COMPARISON OF RX-BASED ANOMALY DETECTORS ON SYNTHETIC AND REAL HYPERSPECTRAL DATA

7th Workshop on Hyperspectral Image and Signal Processing - Evolution in Remote Sensing (WHISPERS), Tokyo, Japan, 2 - 05 June 2015 identifier identifier

Accelerating Classification Time in Hyperspectral Images

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.2126-2129 identifier identifier

Endmember Detection using Enhanced Constrained Optimization in Hyperspectral Imaging

22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, 23 - 25 April 2014, pp.1023-1026 identifier identifier