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Sorted according to [ publication type | chronological order ]

2024

  1. James C. Tilton, Selim Aksoy, Yuliya Tarabalka, "Image Segmentation Algorithms for Land Categorization," in P. S. Thenkabail, ed., Remote Sensing Handbook, Volume II: Image Processing, Change Detection, GIS, and Spatial Data Analysis, pp:196-232, CRC Press, 2024.
  2. C. Kaan Ozaltan, I. Jacques Namer, A. Ercument Cicek, Selim Aksoy, "Deep Convolutional Networks for PET Super-Resolution," in SPIE Medical Imaging Symposium, Image Processing Conference, San Diego, California, February 18-22, 2024.

2023

  1. Cihan Erkan, Selim Aksoy, "Space-filling Curves for Modeling Spatial Context in Transformer-based Whole Slide Image Classification," in SPIE Medical Imaging Symposium, Digital and Computational Pathology Conference, San Diego, California, February 19-23, 2023.
  2. Sena Korkut, Cihan Erkan, Selim Aksoy, "On the Benefits of Region of Interest Detection for Whole Slide Image Classification," in SPIE Medical Imaging Symposium, Digital and Computational Pathology Conference, San Diego, California, February 19-23, 2023.

2021

  1. Bulut Aygunes, R. Gokberk Cinbis, Selim Aksoy, "Weakly Supervised Instance Attention for Multisource Fine-Grained Object Recognition with an Application to Tree Species Classification," ISPRS Journal of Photogrammetry and Remote Sensing, 176:262-274, June 2021.
  2. Caner Mercan, Bulut Aygunes, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore, "Deep Feature Representations for Variable-sized Regions of Interest in Breast Histopathology," IEEE Journal of Biomedical and Health Informatics, 25(6):2041-2049, June 2021.
  3. Yigit Ozen, Selim Aksoy, Kemal Kosemehmetoglu, Sevgen Onder, Aysegul Uner, "Self-Supervised Learning with Graph Neural Networks for Region of Interest Retrieval in Histopathology," in 25th IAPR International Conference on Pattern Recognition, Milan, Italy, January 10-15, 2021.

2020

  1. Mehmet Faruk Ongun, Ugur Gudukbay, Selim Aksoy, "Recognition of Occupational Therapy Exercises and Detection of Compensation Mistakes for Cerebral Palsy," Journal of Visual Communication and Image Representation, 73:102970, November 2020.
  2. Bulut Aygunes, Selim Aksoy, R. Gokberk Cinbis, Kemal Kosemehmetoglu, Sevgen Onder, Aysegul Uner, "Graph Convolutional Networks for Region of Interest Classification in Breast Histopathology," in SPIE Medical Imaging Symposium, Digital Pathology Conference, Houston, Texas, February 15-20, 2020.

2019

  1. Gencer Sumbul, R. Gokberk Cinbis, Selim Aksoy, "Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery," IEEE Transactions on Geoscience and Remote Sensing, 57(7):4929-4937, July 2019.
  2. Bulut Aygunes, Selim Aksoy, R. Gokberk Cinbis, "Weakly Supervised Deep Convolutional Networks for Fine-Grained Object Recognition in Multispectral Images," in IEEE International Geoscience and Remote Sensing Symposium, Yokohama, Japan, July 28-August 2, 2019.
  3. Caner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore, "From Patch-level to ROI-level Deep Feature Representations for Breast Histopathology Classification," in SPIE Medical Imaging Symposium, Digital Pathology Conference, San Diego, California, February 17-21, 2019.

2018

  1. Baris Gecer, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore, "Detection and Classification of Cancer in Whole Slide Breast Histopathology Images Using Deep Convolutional Networks," Pattern Recognition, 84(12):345-356, December 2018.
  2. Gencer Sumbul, R. Gokberk Cinbis, Selim Aksoy, "Multispektral Goruntulerde Ince Taneli Nesne Tanima ve Orneksiz Ogrenme (in Turkish)," in 26. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Izmir, Turkey, May 2-5, 2018.
  3. Gencer Sumbul, R. Gokberk Cinbis, Selim Aksoy, "Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery," IEEE Transactions on Geoscience and Remote Sensing, 56(2):770-779, February 2018. [ data ]
  4. Caner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore, "Multi-instance Multi-label Learning for Multi-class Classification of Whole Slide Breast Histopathology Images," IEEE Transactions on Medical Imaging, 37(1):316-325, January 2018.

2016

  1. Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad T. Brunye, Joann G. Elmore, "Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images: A Comparative Study," Journal of Digital Imaging, 29(4):496-506, August 2016.
  2. H. Gokhan Akcay, Selim Aksoy, "Automatic Detection of Compound Structures by Joint Selection of Region Groups from a Hierarchical Segmentation," IEEE Transactions on Geoscience and Remote Sensing, 54(6):3485-3501, June 2016.
  3. Onur Tasar, Selim Aksoy, "Object Detection Using Optical and LiDAR Data Fusion," in IEEE International Geoscience and Remote Sensing Symposium, Beijing, China, July 10-15, 2016.
  4. H. Gokhan Akcay, Selim Aksoy, "Detection of Compound Structures by Region Group Selection from Hierarchical Segmentations," in IEEE International Geoscience and Remote Sensing Symposium, Beijing, China, July 10-15, 2016.
  5. Caner Mercan, Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore, "Multi-instance Multi-label Learning for Whole Slide Breast Histopathology," in SPIE Medical Imaging Symposium, Digital Pathology Conference, San Diego, California, February 27-March 3, 2016.

2015

  1. James C. Tilton, Selim Aksoy, Yuliya Tarabalka, "Image Segmentation Algorithms for Land Categorization," in P. S. Thenkabail, ed., Remote Sensing Handbook, Volume I: Remotely Sensed Data Characterization, Classification, and Accuracies, pp:317-342, CRC Press, 2015.
  2. Acar Erdinc, Selim Aksoy, "Anomaly Detection with Sparse Unmixing and Gaussian Mixture Modeling of Hyperspectral Images," in IEEE International Geoscience and Remote Sensing Symposium, Milan, Italy, July 26-31, 2015.
  3. Emrecan Bati, Acar Erdinc, Davut Cesmeci, Akin Caliskan, Alper Koz, Selim Aksoy, Sarp Erturk, A. Aydin Alatan, "Cizge Kesit Yontemi ile Hiperspektral Goruntulerde Anomali Tabanli Hedef Tespiti (in Turkish)," in 23. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Malatya, Turkey, May 16-19, 2015.

2014

  1. Caglar Ari, Selim Aksoy, "Detection of Compound Structures Using a Gaussian Mixture Model with Spectral and Spatial Constraints," IEEE Transactions on Geoscience and Remote Sensing, 52(10):6627-6638, October 2014.
  2. Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad Brunye, Joann G. Elmore, "Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images," in 22nd IAPR International Conference on Pattern Recognition, Stockholm, Sweden, August 24-28, 2014.
  3. H. Gokhan Akcay, Selim Aksoy, "Bilesik Yapilarin Coklu Siraduzensel Bolutlemeler Kullanilarak Sezimi (in Turkish)," in 22. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Trabzon, Turkey, April 23-25, 2014.
  4. Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni Marchisio, "Compound Object Detection Using Region Co-occurrence Statistics," in 9th Conference on Image Information Mining, Bucharest, Romania, March 5-7, 2014.

2013

  1. H. Gokhan Akcay, Selim Aksoy, "Uzaktan Algilama Goruntulerinde Erisim Icin Uzamsal Bir Veri Modeli (in Turkish)," in 21. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Girne, Turkish Republic of Northern Cyprus, April 24-26, 2013.

2012

  1. Asli Genctav, Selim Aksoy, Sevgen Onder, "Unsupervised Segmentation and Classification of Cervical Cell Images," Pattern Recognition, 45(12):4151-4168, December 2012.
  2. Nicolas H. Younan, Selim Aksoy, Roger L. King, "Foreword to the Special Issue on Pattern Recognition in Remote Sensing (editorial)," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 5(5):1331-1334, October 2012.
  3. Selim Aksoy, I. Zeki Yalniz, Kadim Tasdemir, "Automatic Detection and Segmentation of Orchards Using Very High-Resolution Imagery," IEEE Transactions on Geoscience and Remote Sensing, 50(8):3117-3131, August 2012.
  4. Caglar Ari, Selim Aksoy, Orhan Arikan, "Maximum Likelihood Estimation of Gaussian Mixture Models Using Stochastic Search," Pattern Recognition, 45(7):2804-2816, July 2012.
  5. H. Gokhan Akcay, Selim Aksoy, "Detection of Compound Structures Using Multiple Hierarchical Segmentations," in IEEE International Geoscience and Remote Sensing Symposium, Munich, Germany, July 23-27, 2012.
  6. Caglar Ari, Selim Aksoy, "Detection of Compound Structures using a Gaussian Mixture Model with Spectral and Spatial Constraints," in SPIE Defense, Security, and Sensing: Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII, Baltimore, Maryland, April 23-27, 2012.
  7. H. Gokhan Akcay, Selim Aksoy, "Istatistiksel ve Yapisal Ozniteliklerin Obeklenmesi Ile Bilesik Yapilarin Sezimi (in Turkish)," in 20. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Mugla, Turkey, April 18-20, 2012.
  8. Selim Aksoy, R. Gokberk Cinbis, H. Gokhan Akcay, "Image Classification and Object Detection Using Spatial Contextual Constraints," in C. H. Chen, ed., Signal and Image Processing for Remote Sensing, 2nd edition, pp:441-461, CRC Press, 2012.

2011

  1. H. Gokhan Akcay, Selim Aksoy, "Detection of Compound Structures Using Hierarchical Clustering of Statistical and Structural Features," in IEEE International Geoscience and Remote Sensing Symposium, Vancouver, Canada, July 24-29, 2011.
  2. H. Gokhan Akcay, Selim Aksoy, "Siraduzensel Bolutleme Ile Turdes Olmayan Yapilarin Sezimi (in Turkish)," in 19. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Antalya, Turkey, April 20-22, 2011.

2010

  1. Devrim Unay, Zehra Cataltepe, Selim Aksoy (Eds.), Recognizing Patterns in Signals, Speech, Images, and Videos - ICPR 2010 Contests, vol. 6388 of Lecture Notes in Computer Science, Springer, 2010, ISBN: 978-3-642-17710-1.
  2. Selim Aksoy, Nicolas H. Younan, Wolfgang Forstner (Eds.), Proceedings of the 2010 IAPR Workshop on Pattern Recognition in Remote Sensing, 2010, IEEE Catalog Number: CFP1080E-ART, ISBN: 978-1-4244-7257-4.
  3. I. Zeki Yalniz, Selim Aksoy, "Unsupervised Detection and Localization of Structural Textures Using Projection Profiles," Pattern Recognition, 43(10):3324-3337, October 2010.
  4. Caglar Ari, Selim Aksoy, "Maximum Likelihood Estimation of Gaussian Mixture Models Using Particle Swarm Optimization," in 20th IAPR International Conference on Pattern Recognition, Istanbul, Turkey, August 23-26, 2010.
  5. Bahadir Ozdemir, Selim Aksoy, "Image Classification Using Subgraph Histogram Representation," in 20th IAPR International Conference on Pattern Recognition, Istanbul, Turkey, August 23-26, 2010.
  6. Asli Kale, Selim Aksoy, "Segmentation of Cervical Cell Images," in 20th IAPR International Conference on Pattern Recognition, Istanbul, Turkey, August 23-26, 2010.
  7. H. Gokhan Akcay, Selim Aksoy, Pierre Soille, "Hierarchical Segmentation of Complex Structures," in 20th IAPR International Conference on Pattern Recognition, Istanbul, Turkey, August 23-26, 2010.
  8. H. Gokhan Akcay, Selim Aksoy, "Building Detection Using Directional Spatial Constraints," in IEEE International Geoscience and Remote Sensing Symposium, Honolulu, Hawaii, July 25-30, 2010.
  9. Caglar Ari, Selim Aksoy, "Unsupervised Classification of Remotely Sensed Images Using Gaussian Mixture Models and Particle Swarm Optimization," in IEEE International Geoscience and Remote Sensing Symposium, Honolulu, Hawaii, July 25-30, 2010.
  10. Bahadir Ozdemir, Selim Aksoy, Sandra Eckert, Martino Pesaresi, Daniele Ehrlich, "Performance Measures for Object Detection Evaluation," Pattern Recognition Letters, 31(10):1128-1137, July 15, 2010.
  11. Selim Aksoy, Nicolas H. Younan, Lorenzo Bruzzone, "Pattern Recognition in Remote Sensing (editorial)," Pattern Recognition Letters, 31(10):1069-1070, July 15, 2010.
  12. Selim Aksoy, R. Gokberk Cinbis, "Image Mining Using Directional Spatial Constraints," IEEE Geoscience and Remote Sensing Letters, Special Issue on Image Information Mining: Pursuing Automation of Geospatial Intelligence for Environment and Security, 7(1):33-37, January 2010.
  13. Selim Aksoy, H. Gokhan Akcay, Tom Wassenaar, "Automatic Mapping of Linear Woody Vegetation Features in Agricultural Landscapes Using Very High-Resolution Imagery," IEEE Transactions on Geoscience and Remote Sensing, 48(1):511-522, January 2010.

2009

  1. Selim Aksoy, "Automatic Detection of Hedges and Orchards Using Very High Spatial Resolution Imagery," in 15th GeoCAP Conference on Geomatics in Support of the Common Agricultural Policy, Taormina, Italy, November 18-20, 2009.
  2. Daniya Zamalieva, Selim Aksoy, James C. Tilton, "Finding Compound Structures in Images Using Image Segmentation and Graph-Based Knowledge Discovery," in IEEE International Geoscience and Remote Sensing Symposium, Cape Town, South Africa, July 13-17, 2009.
  3. Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni Marchisio, "Land Cover Classification with Multi-Sensor Fusion of Partly Missing Data," Photogrammetric Engineering & Remote Sensing, 75(5):577-593, May 2009.
  4. Ismet Zeki Yalniz, Selim Aksoy, "Uydu Goruntulerinde Duzenli Dikim Alanlarinin Belirlenmesi (in Turkish)," in 17. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Antalya, Turkey, April 9-11, 2009.
  5. Firat Kalaycilar, Selim Aksoy, "Baglamsal Cikarimla Nesne Sezimi (in Turkish)," in 17. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Antalya, Turkey, April 9-11, 2009.
  6. Asli Kale, Selim Aksoy, Sevgen Onder, "Pap Smear Test Goruntulerinde Hucre Cekirdeklerinin Bolutlenmesi (in Turkish)," in 17. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Antalya, Turkey, April 9-11, 2009.
  7. H. Gokhan Akcay, Selim Aksoy, "Tarim Alanlarinda Dogrusal Odunsu Bitki Gruplarinin Otomatik Sezimi (in Turkish)," in 17. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Antalya, Turkey, April 9-11, 2009.

2008

  1. Selim Aksoy, Nicolas H. Younan (Eds.), Proceedings of the 2008 IAPR Workshop on Pattern Recognition in Remote Sensing, 2008, IEEE Catalog Number: CFP0880E, ISBN: 978-1-4244-2653-9.
  2. Selim Aksoy, Bahadir Ozdemir, Sandra Eckert, Francois Kayitakire, Martino Pesaresi, Orsan Aytekin, Christoph C. Borel, Jan Cech, Emmanuel Christophe, Sebnem Duzgun, Arzu Erener, Kivanc Ertugay, Ejaz Hussain, Jordi Inglada, Sebastien Lefevre, Ozgun Ok, Dilek Koc San, Radim Sara, Jie Shan, Jyothish Soman, Ilkay Ulusoy, Regis Witz, "Performance Evaluation of Building Detection and Digital Surface Model Extraction Algorithms: Outcomes of the PRRS 2008 Algorithm Performance Contest," in 5th IAPR Workshop on Pattern Recognition in Remote Sensing, Tampa, Florida, December 7, 2008.
  3. Ozge Cavus, Selim Aksoy, "Semantic Scene Classification for Image Annotation and Retrieval," in IAPR International Workshop on Structural and Syntactic Pattern Recognition, (also in Lecture Notes in Computer Science, volume 5342), pp:402-410, Orlando, Florida, December 4-6, 2008.
  4. H. Gokhan Akcay, Selim Aksoy, "Automatic Detection of Geospatial Objects Using Multiple Hierarchical Segmentations," IEEE Transactions on Geoscience and Remote Sensing, 46(7):2097-2111, July 2008.
  5. Selim Aksoy, H. Gokhan Akcay, R. Gokberk Cinbis, Tom Wassenaar, "Automatic Mapping of Linear Woody Vegetation Features in Agricultural Landscapes," in IEEE International Geoscience and Remote Sensing Symposium, IV:403-406, Boston, Massachusetts, July 6-11, 2008.
  6. Firat Kalaycilar, Asli Kale, Daniya Zamalieva, Selim Aksoy, "Mining of Remote Sensing Image Archives Using Spatial Relationship Histograms," in IEEE International Geoscience and Remote Sensing Symposium, III:589-592, Boston, Massachusetts, July 6-11, 2008.
  7. Ozge Cavus, Selim Aksoy, "Icerik Tabanli Goruntu Erisimi Icin Sahne Siniflandirmasi (in Turkish)," in 16. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Didim, Turkey, April 20-22, 2008.
  8. Selim Aksoy, Huseyin Boyaci, Didem Gokcay, "Nesne Tanimada Baglam ve Anlambilimsel Siniflandirmanin Onemi: Bilgisayarla Gorme ve Insanda Gorme Alanlarindaki Calismalar (in Turkish, invited)," in 16. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Didim, Turkey, April 20-22, 2008.

2007

  1. David A. Clausi, Selim Aksoy, James C. Tilton, "Foreword to the Special Issue on Pattern Recognition in Remote Sensing (editorial)," IEEE Transactions on Geoscience and Remote Sensing, 45(12):3855-3856, December 2007.
  2. Selim Aksoy, Pinar Duygulu, Cem Aksoy, Ebru Aydin, Deniz Gunaydin, Kerem Hadimli, Levent Koc, Yunus Olgun, Can Orhan, Gorkem Yakin, "Bilkent University at TRECVID 2007," in TREC Video Retrieval Evaluation (TRECVID), Gaithersburg, MD, November 5-6, 2007.
  3. Q. Zhang, M. Corvaglia, S. Aksoy, U. Naci, N. Adami, N. Aginako, A. Alatan, L. A. Alexandre, P. Almeida, Y. Avrithis, J. Benois-Pineau, K. Chandramouli, U. Damnjanovic, E. Esen, J. Goya, M. Grzegorzek, A. Hanjalic, E. Izquierdo, R. Jarina, P. Kapsalas, I. Kompatsiaris, M. Kuba, R. Leonardi, L. Makris, B. Mansencal, V. Mezaris, A. Moumtzidou, P. Mylonas, S. Nikolopoulos, T. Piatrik, A. M. G. Pinheiro, B. Reljin, E. Spyrou, G. Tolias, S. Vrochidis, G. Yakin, G. Zajic, "The COST292 experimental framework for TRECVID 2007," in TREC Video Retrieval Evaluation (TRECVID), Gaithersburg, MD, November 5-6, 2007.
  4. R. Gokberk Cinbis, Selim Aksoy, "Relative Position-Based Spatial Relationships Using Mathematical Morphology," in IEEE International Conference on Image Processing, II:97-100, San Antonio, Texas, September 16-19, 2007.
  5. H. Gokhan Akcay, Selim Aksoy, "Automated Detection of Objects Using Multiple Hierarchical Segmentations," in IEEE International Geoscience and Remote Sensing Symposium, pp:1468-1471, Barcelona, Spain, July 23-27, 2007.
  6. Emel Dogrusoz, Selim Aksoy, "Modeling Urban Structures Using Graph-Based Spatial Patterns," in IEEE International Geoscience and Remote Sensing Symposium, pp:4826-4829, Barcelona, Spain, July 23-27, 2007.
  7. Demir Gokalp, Selim Aksoy, "Scene Classification Using Bag-of-Regions Representations," in IEEE International Conference on Computer Vision and Pattern Recognition, Beyond Patches Workshop, Minneapolis, Minnesota, June 23, 2007.
  8. H. Gokhan Akcay, Selim Aksoy, "Kentsel Yapilarin Bicimbilimsel Bolutlenmesi (in Turkish)," in 15. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Eskisehir, Turkey, June 11-13, 2007.
  9. Emel Dogrusoz, Selim Aksoy, "Bina Oruntuleri Kullanarak Kentlesme Modellemesi (in Turkish)," in 15. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Eskisehir, Turkey, June 11-13, 2007.
  10. R. Gokberk Cinbis, Selim Aksoy, "Konuma Bagli Uzamsal Iliskilerin Bicimbilimsel Modellenmesi (in Turkish)," in 15. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Eskisehir, Turkey, June 11-13, 2007.
  11. H. Gokhan Akcay, Selim Aksoy, "Morphological Segmentation of Urban Structures," in 4th IEEE GRSS/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas, Paris, France, April 11-13, 2007.

2006

  1. Selim Aksoy, "Spatial Techniques for Image Classification," in C. H. Chen, ed., Signal and Image Processing for Remote Sensing, pp:491-513, CRC Press, 2006.
  2. Selim Aksoy, Pinar Duygulu, Gokhan Akcay, Esra Ataer, Muhammet Bastan, Tolga Can, Ozge Cavus, Emel Dogrusoz, Demir Gokalp, Ates Akaydin, Leman Akoglu, Pelin Angin, Gokberk Cinbis, Tunay Gur, Mehmet Unlu, "Bilkent University at TRECVID 2006," in TREC Video Retrieval Evaluation (TRECVID), Gaithersburg, MD, November 13-14, 2006.
  3. J. Calic, N. Campbell, P. Kramer, J. Benois-Pineau, S. Vrochidis, C. Doulaverakis, V. Mezaris, I. Kompatsiaris, E. Spyrou, G. Koumoulos, Y. Avrithis, S. Aksoy, A. Dalkilic, A. Saracoglu, A. Alatan, Q. Zhang, E. Izquierdo, U. Naci, A. Hanjalic, "COST292 Experiments for TRECVID 2006," in TREC Video Retrieval Evaluation (TRECVID), Gaithersburg, MD, November 13-14, 2006.
  4. Selim Aksoy, Emel Dogrusoz, "Modeling Urbanization Using Spatial Building Patterns," in 4th IAPR International Workshop on Pattern Recognition in Remote Sensing, Hong Kong, China, August 20, 2006.
  5. Selim Aksoy, "Modeling of Remote Sensing Image Content using Attributed Relational Graphs," in IAPR International Workshop on Structural and Syntactic Pattern Recognition, (also in Lecture Notes in Computer Science, volume 4109), pp:475-483, Hong Kong, China, August 17-19, 2006.
  6. Ozge Cavus, Selim Aksoy, "Haber Videolarinda Ilgililik Geribeslemesiyle Icerik Tabanli Erisim (in Turkish)," in 14. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Antalya, Turkey, April 17-19, 2006.
  7. Yalin Bastanlar, I. Sengor Altingovde, Anil Aksay, Orhan Alav, Ozge Cavus, Yasemin Yardimci, Ozgur Ulusoy, Ugur Gudukbay, Enis Cetin, Gozde Bozdagi Akar, Selim Aksoy, "E-Muze: Muzeler Icin Web-Tabanli Gezi ve Bilgi Sistemi (in Turkish)," in 14. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi, Antalya, Turkey, April 17-19, 2006.

2005

  1. Selim Aksoy, Ozge Cavus, "A Relevance Feedback Technique for Multimodal Retrieval of News Videos," in EUROCON, Belgrade, Serbia & Montenegro, November 21-24, 2005.
  2. Selim Aksoy, Akin Avci, Erman Balcik, Ozge Cavus, Pinar Duygulu, Zeynep Karaman, Pinar Kavak, Cihan Kaynak, Emre Kucukayvaz, Cagdas Ocalan, Pinar Yildiz, "Bilkent University at TRECVID 2005," in TREC Video Retrieval Evaluation (TRECVID), Gaithersburg, MD, November 14-15, 2005.
  3. Demir Gokalp, Selim Aksoy, "Finding Faces in News Videos," in 4th International Workshop on Content-Based Multimedia Indexing, Riga, Latvia, June 21-23, 2005.
  4. Selim Aksoy, H. Gokhan Akcay, "Multi-resolution Segmentation and Shape Analysis for Remote Sensing Image Classification," in 2nd International Conference on Recent Advances in Space Technologies, Istanbul, Turkey, June 9-11, 2005.
  5. Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni Marchisio, James C. Tilton, "Learning Bayesian Classifiers for Scene Classification with a Visual Grammar," IEEE Transactions on Geoscience and Remote Sensing, 43(3):581-589, March 2005.

2004

  1. Selim Aksoy, Korhan Bircan, Selim Ciraci, Pinar Duygulu, Evren Karaca, Serdar Kasirga, Tarkan Sevilmis, Mustafa Sener, "Bilkent University at TRECVID 2004," in TREC Video Retrieval Evaluation (TRECVID), Gaithersburg, MD, November 15-16, 2004.
  2. Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni Marchisio, "Interactive Training of Advanced Classifiers for Mining Remote Sensing Image Archives," in ACM International Conference on Knowledge Discovery and Data Mining, pp:773-782, Seattle, WA, August 22-25, 2004.

2003

  1. Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni Marchisio, James C. Tilton, "Learning Bayesian Classifiers for a Visual Grammar," in IEEE GRSS Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, pp:212-218, Washington, DC, October 27-28, 2003.
  2. Carsten Tusk, Krzysztof Koperski, Selim Aksoy, Giovanni Marchisio, "Automated Feature Selection through Relevance Feedback," in IEEE International Geoscience and Remote Sensing Symposium, 6:3691-3693, Toulouse, France, July 21-25, 2003.
  3. Selim Aksoy, Carsten Tusk, Krzysztof Koperski, Giovanni Marchisio, "Scene Modeling and Image Mining with a Visual Grammar," in C. H. Chen, ed., Frontiers of Remote Sensing Information Processing, pp:35-62, World Scientific, 2003.

2002

  1. Selim Aksoy, Robert M. Haralick, "A Classification Framework for Content-Based Image Retrieval," in 16th IAPR International Conference on Pattern Recognition, 2:503-506, Quebec City, Canada, August 11-15, 2002.
  2. Selim Aksoy, Giovanni Marchisio, Carsten Tusk, Krzysztof Koperski, "Interactive Classification and Content-based Retrieval of Tissue Images," in SPIE Annual Meeting, Applications of Digital Image Processing Session, Proceedings of SPIE, 4790:71-81, Seattle, WA, July 7-11, 2002.
  3. Krzysztof Koperski, Giovanni Marchisio, Carsten Tusk, Selim Aksoy, "Interactive Models for Semantic Labeling of Satellite Images," in SPIE Annual Meeting, Earth Observing Systems Session, Proceedings of SPIE, 4814:423-434, Seattle, WA, July 7-11, 2002.
  4. Selim Aksoy, Giovanni Marchisio, Krzysztof Koperski, Carsten Tusk, "Probabilistic Retrieval with a Visual Grammar," in IEEE International Geoscience and Remote Sensing Symposium, Data Mining in Remote Sensing Session, 2:1041-1043, Toronto, Canada, June 24-28, 2002.
  5. Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk, "VisiMine: Interactive Mining in Image Databases," in IEEE International Geoscience and Remote Sensing Symposium, Data Mining Session, 3:1810-1812, Toronto, Canada, June 24-28, 2002.
  6. Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk, "Applications of Terrain and Sensor Data Fusion in Image Mining," in IEEE International Geoscience and Remote Sensing Symposium, Data Mining in Remote Sensing Session, 2:1026-1028, Toronto, Canada, June 24-28, 2002.

2001

  1. Selim Aksoy, "A Probabilistic Similarity Framework for Content-Based Image Retrieval," Ph.D. Dissertation, University of Washington, Seattle, WA, June 2001.
  2. Selim Aksoy, Robert M. Haralick, "Feature Normalization and Likelihood-Based Similarity Measures for Image Retrieval," Pattern Recognition Letters, 22(5):563-582, May 2001.

2000

  1. Selim Aksoy, Robert M. Haralick, Faouzi A. Cheikh, Moncef Gabbouj, "A Weighted Distance Approach to Relevance Feedback," in 15th IAPR International Conference on Pattern Recognition, IV:812-815, Barcelona, Spain, September 3-8, 2000.
  2. Selim Aksoy, Ming Ye, Michael L. Schauf, Mingzhou Song, Yalin Wang, Robert M. Haralick, Jim R. Parker, Juraj Pivovarov, Dominik Royko, Changming Sun, Gunnar Farneback, "Algorithm Performance Contest," in 15th IAPR International Conference on Pattern Recognition, IV:870-876, Barcelona, Spain, September 3-8, 2000.
  3. Selim Aksoy, Robert M. Haralick, "Probabilistic vs. Geometric Similarity Measures for Image Retrieval," in IEEE International Conference on Computer Vision and Pattern Recognition, 2:357-362, Hilton Head Island, SC, June 13-15, 2000.
  4. Selim Aksoy, Robert M. Haralick, "Using Texture in Image Similarity and Retrieval," in M. Pietikainen, ed., Texture Analysis in Machine Vision, vol. 40 of Series in Machine Perception and Artificial Intelligence, pp:129-149, World Scientific, 2000.

1999

  1. Selim Aksoy, Robert M. Haralick, "Graph-Theoretic Clustering for Image Grouping and Retrieval," in IEEE International Conference on Computer Vision and Pattern Recognition, 1:63-68, Fort Collins, CO, June 23-25, 1999.
  2. Selim Aksoy, Robert M. Haralick, "Using Texture in Image Similarity and Retrieval," in International Workshop on Texture Analysis in Machine Vision, pp:111-117, Oulu, Finland, June 14-15, 1999.
  3. Selim Aksoy, Robert M. Haralick, "A Graph-Theoretic Approach to Image Database Retrieval," in 3rd International Conference on Visual Information Systems, (also in Lecture Notes in Computer Science, volume 1614), pp:341-348, Amsterdam, The Netherlands, June 2-4, 1999.

1998

  1. Michael L. Schauf, Selim Aksoy, Robert M. Haralick, "Model-Based Shape Recognition Using Recursive Mathematical Morphology," in 14th IAPR International Conference on Pattern Recognition, pp:202-204, Brisbane, Australia, August 16-20, 1998.
  2. Selim Aksoy, Robert M. Haralick, "Content-Based Image Database Retrieval Using Variances of Gray Level Spatial Dependencies," in IAPR International Workshop on Multimedia Information Analysis and Retrieval, (also in Lecture Notes in Computer Science, volume 1464), pp:3-19, Hong Kong, August 13-14, 1998.
  3. Selim Aksoy, Robert M. Haralick, "Textural Features for Image Database Retrieval," in IEEE Workshop on Content-Based Access of Image and Video Libraries, pp:45-49, Santa Barbara, CA, June 21, 1998.
  4. Selim Aksoy, "Textural Features for Content-Based Image Database Retrieval," Master's Thesis, University of Washington, Seattle, WA, June 1998.