Selim Aksoy

According to our database, Selim Aksoy authored at least 67 papers between 1998 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Deep Feature Representations for Variable-Sized Regions of Interest in Breast Histopathology.

Caner Mercan, Bulut Aygünes, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

IEEE J. Biomed. Health Informatics, 2021

Weakly Supervised Instance Attention for Multisource Fine-Grained Object Recognition with an Application to Tree Species Classification.

Bulut Aygünes, Ramazan Gökberk Cinbis, Selim Aksoy

CoRR, 2021

2020

Recognition of occupational therapy exercises and detection of compensation mistakes for Cerebral Palsy.

Mehmet Faruk Ongun, Ugur Güdükbay, Selim Aksoy

J. Vis. Commun. Image Represent., 2020

Graph convolutional networks for region of interest classification in breast histopathology.

Bulut Aygünes, Selim Aksoy, Ramazan Gökberk Cinbis, Kemal Kösemehmetoglu, Sevgen Önder, Aysegül Üner

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

Self-Supervised Learning with Graph Neural Networks for Region of Interest Retrieval in Histopathology.

Yigit Ozen, Selim Aksoy, Kemal Kösemehmetoglu, Sevgen Önder, Aysegül Üner

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery.

Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy

IEEE Trans. Geosci. Remote. Sens., 2019

From patch-level to ROI-level deep feature representations for breast histopathology classification.

Caner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

Proceedings of the Medical Imaging 2019: Digital Pathology, 2019

Weakly Supervised Deep Convolutional Networks for Fine-Grained Object Recognition in Multispectral Images.

Bulut Aygünes, Selim Aksoy, Ramazan Gökberk Cinbis

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Multi-Instance Multi-Label Learning for Multi-Class Classification of Whole Slide Breast Histopathology Images.

Caner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

IEEE Trans. Medical Imaging, 2018

Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery.

Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy

IEEE Trans. Geosci. Remote. Sens., 2018

Detection and classification of cancer in whole slide breast histopathology images using deep convolutional networks.

Baris Gecer, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

Pattern Recognit., 2018

Fine-grained object recognition and zero-shot learning in multispectral imagery.

Gencer Sumbul, Selim Aksoy, Ramazan Gokberk Cinbis

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2016

Automatic Detection of Compound Structures by Joint Selection of Region Groups From a Hierarchical Segmentation.

Huseyin Gokhan Akcay, Selim Aksoy

IEEE Trans. Geosci. Remote. Sens., 2016

Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images: a Comparative Study.

Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad T. Brunyé, Joann G. Elmore

J. Digit. Imaging, 2016

Multi-instance multi-label learning for whole slide breast histopathology.

Caner Mercan, Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016

Object detection using optical and LiDAR data fusion.

Onur Tasar, Selim Aksoy

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Detection of compound structures by region group selection from hierarchical segmentations.

Huseyin Gokhan Akcay, Selim Aksoy

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Evaluation of Joint Multi-Instance Multi-Label Learning For Breast Cancer Diagnosis.

Baris Gecer, Ozge Yalcinkaya, Onur Tasar, Selim Aksoy

CoRR, 2015

Anomaly based target detection in hyperspectral images via graph cuts.

Emrecan Bati, Acar Erdinc, Davut Çesmeci, Akin Caliskan, Alper Koz, Selim Aksoy, Sarp Ertürk, A. Aydin Alatan

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Anomaly detection with sparse unmixing and Gaussian mixture modeling of hyperspectral images.

Acar Erdinc, Selim Aksoy

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Detection of Compound Structures Using a Gaussian Mixture Model With Spectral and Spatial Constraints.

Caglar Ari, Selim Aksoy

IEEE Trans. Geosci. Remote. Sens., 2014

Detection of compound structures using multiple hierarchical segmentations.

Huseyin Gokhan Akcay, Selim Aksoy

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images.

Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad T. Brunyé, Joann G. Elmore

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

A spatial data model for remote sensing image retrieval.

Huseyin Gokhan Akcay, Selim Aksoy

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012

Automatic Detection and Segmentation of Orchards Using Very High Resolution Imagery.

Selim Aksoy, Ismet Zeki Yalniz, Kadim Tasdemir

IEEE Trans. Geosci. Remote. Sens., 2012

Foreword to the Special Issue on Pattern Recognition in Remote Sensing.

Nicolas H. Younan, Selim Aksoy, Roger L. King

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Unsupervised segmentation and classification of cervical cell images.

Asli Gençtav, Selim Aksoy, Sevgen Önder

Pattern Recognit., 2012

Maximum likelihood estimation of Gaussian mixture models using stochastic search.

Caglar Ari, Selim Aksoy, Orhan Arikan

Pattern Recognit., 2012

Detection of compound structures using clustering of statistical and structural features.

Huseyin Gokhan Akcay, Selim Aksoy

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

2011

Detection of compound structures using hierarchical clustering of statistical and structural features.

Huseyin Gokhan Akcay, Selim Aksoy

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

Automatic Mapping of Linear Woody Vegetation Features in Agricultural Landscapes Using Very High Resolution Imagery.

Selim Aksoy, Huseyin Gokhan Akcay, Tom Wassenaar

IEEE Trans. Geosci. Remote. Sens., 2010

Performance measures for object detection evaluation.

Bahadir Özdemir, Selim Aksoy, Sandra Eckert, Martino Pesaresi, Daniele Ehrlich

Pattern Recognit. Lett., 2010

Pattern Recognition in Remote Sensing.

Selim Aksoy, Nicolas H. Younan, Lorenzo Bruzzone

Pattern Recognit. Lett., 2010

Unsupervised detection and localization of structural textures using projection profiles.

Ismet Zeki Yalniz, Selim Aksoy

Pattern Recognit., 2010

Image Mining Using Directional Spatial Constraints.

Selim Aksoy, Ramazan Gokberk Cinbis

IEEE Geosci. Remote. Sens. Lett., 2010

Unsupervised classification of remotely sensed images using Gaussian mixture models and particle swarm optimization.

Caglar Ari, Selim Aksoy

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Building detection using directional spatial constraints.

Huseyin Gokhan Akcay, Selim Aksoy

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Image Classification Using Subgraph Histogram Representation.

Bahadir Özdemir, Selim Aksoy

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Segmentation of Cervical Cell Images.

Asli Kale, Selim Aksoy

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Maximum Likelihood Estimation of Gaussian Mixture Models Using Particle Swarm Optimization.

Caglar Ari, Selim Aksoy

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Hierarchical Segmentation of Complex Structures.

Huseyin Gokhan Akcay, Selim Aksoy, Pierre Soille

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Finding Compound Structures in Images using Image Segmentation and Graph-based Knowledge Discovery.

Daniya Zamalieva, Selim Aksoy, James C. Tilton

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

Automatic Detection of Geospatial Objects Using Multiple Hierarchical Segmentations.

Huseyin Gokhan Akcay, Selim Aksoy

IEEE Trans. Geosci. Remote. Sens., 2008

Semantic Scene Classification for Image Annotation and Retrieval.

Özge Çavus, Selim Aksoy

Proceedings of the Structural, 2008

Mining of Remote Sensing Image Archives using Spatial Relationship Histograms.

Firat Kalaycilar, Asli Kale, Daniya Zamalieva, Selim Aksoy

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Automatic Mapping of Linearwoody Vegetation Features in Agricultural Landscapes.

Selim Aksoy, Huseyin Gokhan Akcay, Ramazan Gokberk Cinbis, Tom Wassenaar

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

Foreword to the Special Issue on Pattern Recognition in Remote Sensing.

David A. Clausi, Selim Aksoy, James C. Tilton

IEEE Trans. Geosci. Remote. Sens., 2007

Modeling urban structures using graph-based spatial patterns.

Emel Dogrusöz, Selim Aksoy

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Automated detection of objects using multiple hierarchical segmentations.

Huseyin Gokhan Akcay, Selim Aksoy

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Relative Position-Based Spatial Relationships using Mathematical Morphology.

Ramazan Gokberk Cinbis, Selim Aksoy

Proceedings of the International Conference on Image Processing, 2007

Scene Classification Using Bag-of-Regions Representations.

Demir Gokalp, Selim Aksoy

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Modeling of Remote Sensing Image Content Using Attributed Relational Graphs.

Selim Aksoy

Proceedings of the Structural, 2006

2005

Learning bayesian classifiers for scene classification with a visual grammar.

Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni B. Marchisio, James C. Tilton

IEEE Trans. Geosci. Remote. Sens., 2005

2004

Interactive training of advanced classifiers for mining remote sensing image archives.

Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni B. Marchisio

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003

Automated feature selection through relevance feedback.

Carsten Tusk, Krzysztof Koperski, Selim Aksoy, Giovanni Marchisio

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002

VisiMine: interactive mining in image databases.

Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Applications of terrain and sensor data fusion in image mining.

Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Probabilistic retrieval with a visual grammar.

Selim Aksoy, Giovanni Marchisio, Krzysztof Koperski, Carsten Tusk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

A Classification Framework for Content-Based Image Retrieval.

Selim Aksoy, Robert M. Haralick

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

Feature normalization and likelihood-based similarity measures for image retrieval.

Selim Aksoy, Robert M. Haralick

Pattern Recognit. Lett., 2001

2000

Algorithm Performance Contest.

Selim Aksoy, Ming Ye, Michael L. Schauf, Mingzhou Song, Yalin Wang, Robert M. Haralick, Jim R. Parker, Juraj Pivovarov, Dominik Royko, Changming Sun, Gunnar Farnebäck

Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Weighted Distance Approach to Relevance Feedback.

Selim Aksoy, Robert M. Haralick, Faouzi Alaya Cheikh, Moncef Gabbouj

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Probabilistic vs. Geometric Similarity Measures for Image Retrieval.

Selim Aksoy, Robert M. Haralick

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999

A Graph-Theoretic Approach to Image Database Retrieval.

Selim Aksoy, Robert M. Haralick

Proceedings of the Visual Information and Information Systems, 1999

Graph-Theoretic Clustering for Image Grouping and Retrieval.

Selim Aksoy, Robert M. Haralick

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998

Content-Based Image Database Retrieval Using Variances of Gray Level Spatial Dependencies.

Selim Aksoy, Robert M. Haralick

Proceedings of the Multimedia Information Analysis and Retrieval, 1998

Model-based shape recognition using recursive mathematical morphology.

Michael L. Schauf, Selim Aksoy, Robert M. Haralick

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998