Education Information
2007 - 2016
2007 - 2016Doctorate
Ihsan Dogramaci Bilkent University, Faculty Of Engıneerıng, Bilgisayar Mühendisliği, Turkey
2004 - 2007
2004 - 2007Postgraduate
Ihsan Dogramaci Bilkent University, Faculty Of Engıneerıng, Bilgisayar Mühendisliği, Turkey
2000 - 2004
2000 - 2004Undergraduate
Ihsan Dogramaci Bilkent University, Faculty Of Engıneerıng, Bilgisayar Mühendisliği, Turkey
Dissertations
2016
2016Doctorate
Automatic detection of compound structures by joint selection of region groups from multiple hierarchical segmentations
Ihsan Dogramaci Bilkent University, Mühendislik Fakültesi, Bilgisayar Mühendisliği
2007
2007Postgraduate
Hierarchical segmentation, object detection and classification in remotely sensed images
Ihsan Dogramaci Bilkent University, Mühendislik Fakültesi, Bilgisayar Mühendisliği
Foreign Languages
C1 Advanced
C1 AdvancedEnglish
Research Areas
Computer Sciences
algorithms
Computer Vision
Computer Vision
Artificial Intelligence, Computer Learning and Pattern Recognition
Computer Learning
Pattern Recognition and Image Processing
Neural Networks
Engineering and Technology
Academic Titles / Tasks
2017 - Continues
2017 - ContinuesAssistant Professor
Akdeniz University, Faculty of Engineering, Bilgisayar Mühendisliği
Courses
Published journal articles indexed by SCI, SSCI, and AHCI
2024
2024Predicting graft survival in paediatric kidney transplant recipients using machine learning
Aksoy G. K., AKÇAY H. G., Arı Ç., Adar M., KOYUN M., ÇOMAK E., et al.
Pediatric Nephrology
, 2024 (SCI-Expanded)
2021
2021Analysis of Bayesian Network Learning Techniques for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm: a case study on MNK Landscape
Martins M. S. R., Yafrani M. E., Delgado M., Luders R., Santana R., Siqueira H. V., et al.
JOURNAL OF HEURISTICS
, vol.27, no.4, pp.549-573, 2021 (SCI-Expanded)
2020
2020Automated Bird Counting with Deep Learning for Regional Bird Distribution Mapping
AKÇAY H. G., KABASAKAL B., AKSU D., DEMİR N., ÖZ M., ERDOĞAN A.
ANIMALS
, vol.10, no.7, 2020 (SCI-Expanded)
2016
2016Automatic Detection of Compound Structures by Joint Selection of Region Groups From a Hierarchical Segmentation
Akcay H. G., Aksoy S.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
, vol.54, no.6, pp.3485-3501, 2016 (SCI-Expanded)
2010
2010Automatic Mapping of Linear Woody Vegetation Features in Agricultural Landscapes Using Very High Resolution Imagery
Aksoy S., Akcay H. G., WASSENAAR T.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
, vol.48, no.1, pp.511-522, 2010 (SCI-Expanded)
2008
2008Automatic detection of geospatial objects using multiple hierarchical segmentations
Akcay H. G., Aksoy S.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
, vol.46, no.7, pp.2097-2111, 2008 (SCI-Expanded)
Refereed Congress / Symposium Publications in Proceedings
2021
2021Fusion Planet: Past, Today and Future of Computer Scientific Solutions in Digital Pathology
Alkan T. Y., Akçay H. G., Toru H. S.
International Congress of Future Medical Pioneers , 8 - 09 May 2021, pp.2-3
2013
2013A Novel Hepatocellular Carcinoma Xenograft Model in Zebrafish
AVCI M. E., AKÇAY H. G., KARABULUT A., ADAMS M. M., ÖZTÜRK M., KONU KARAKAYALI Ö.
2. Uluslararası Moleküler Biyoloji Derneği Kongresi, 22 - 23 November 2013
2012
2012DETECTION OF COMPOUND STRUCTURES USING MULTIPLE HIERARCHICAL SEGMENTATIONS
AKÇAY H. G., AKSOY S.
2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), Munich, Germany, 22 - 27 July 2012, pp.6833-6836
2011
2011DETECTION OF COMPOUND STRUCTURES USING HIERARCHICAL CLUSTERING OF STATISTICAL AND STRUCTURAL FEATURES
AKÇAY H. G., AKSOY S.
2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), Vancouver, Canada, 24 - 29 July 2011, pp.2385-2388
2010
2010BUILDING DETECTION USING DIRECTIONAL SPATIAL CONSTRAINTS
AKÇAY H. G., AKSOY S.
2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, Honolulu, South Korea, 25 - 30 June 2010, pp.1932-1935
2008
2008Automatic Mapping of Linearwoody Vegetation Features in Agricultural Landscapes
AKSOY S., AKÇAY H. G., CİNBİŞ R. G., Wassenaar T.
IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium, Boston, MA, USA, United States Of America, 7 - 11 July 2008
2005
2005Multi-resolution segmentation and shape analysis for remote sensing image classification
AKSOY S., AKÇAY H. G.
2nd International Conference on Recent Advances in Space Technologies, Turkey, 09 June 2005
Books & Book Chapters
2012
2012Image Classification and Object Detection Using Spatial Contextual Constraints
AKÇAY H. G., AKSOY S., Cinbiş R. G.
in: Signal and Image Processing for Remote Sensing, Chen C.H. , Editor, Crc Academic Press, Boca Raton, Florida, pp.441-461, 2012
Supported Projects
2022 - Continues
2022 - Continues
Küçük hücreli dışı akciğer kanserlerinde alt tiplendirme için yapay zeka uygulamaları
Project Supported by Higher Education Institutions
TORU H. S. (Executive), ÖZBUDAK İ. H., ÇELİK M. Y., ALKAN T. Y., AKÇAY H. G., SALEHİ MOHARER M.
2024 - 2026
2024 - 2026Turizm Sektörü İçin Yapay Zeka Destekli Sürdürülebilir Ulaşım Ekosistemi
TUBITAK Project
Uluşar Ü. D.(Executive), Çolak Ö. H., Akçay H. G., Bilge A., Ak M.
2010 - 2012
2010 - 2012Mining of Very High Resolution Satellite Images Using Hierarchical Graph Models
TUBITAK Project
AKÇAY H. G.
2005 - 2010
2005 - 2010Probabilistic and Structural Approaches to Image Understanding, Classification and Retrieval, and Applications to Remote Sensing and Medical Image Analysis
TUBITAK Project
AKÇAY H. G.
2008 - 2008
2008 - 2008Automatic Mapping of Linear Woody Vegetation Features in Agricultural Landscapes
EU Supported Other Project
AKÇAY H. G.
2005 - 2007
2005 - 2007Hierarchical Classification, Mining and Semantic Retrieval in Remote Sensing Image Archives
TUBITAK Project
AKÇAY H. G.
Awards
October 2023
October 2023SÖZLÜ SUNUMLARDA BİRİNCİLİK
Çocuk Nefroloji Derneği
April 2014
April 2014IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı Uzaktan Algılama İçin Sinyal Ve Görüntü İşleme Çalıştayı En İyi Öğrenci Bildirisi Ödülü
TÜBİTAK UZAY
Congress and Symposium Activities
08 May 2021 - 09 May 2021
08 May 2021 - 09 May 2021International Congress of Future Medical Pioneers
Invited Speaker
Alabama-United States Of America
Scholarships
2010 - Continues
2010 - Continues