Model-based shape recognition using recursive mathematical morphology. - Michael L. Schauf; Selim Aksoy; Robert M. Haralick (ICPR, 1998)

Content-Based Image Database Retrieval Using Variances of Gray Level Spatial Dependencies. - Selim Aksoy; Robert M. Haralick (Multimedia Information Analysis and Retrieval, 1998)

Graph-Theoretic Clustering for Image Grouping and Retrieval. - Selim Aksoy; Robert M. Haralick (CVPR, 1999)

A Graph-Theoretic Approach to Image Database Retrieval. - Selim Aksoy; Robert M. Haralick (VISUAL, 1999)

Probabilistic vs. Geometric Similarity Measures for Image Retrieval. - Selim Aksoy; Robert M. Haralick (CVPR, 2000)

A Weighted Distance Approach to Relevance Feedback. - Selim Aksoy; Robert M. Haralick; Faouzi Alaya Cheikh; Moncef Gabbouj (ICPR, 2000)

Algorithm Performance Contest. - Selim Aksoy; Ming Ye; Michael L. Schauf; Mingzhou Song 001; Yalin Wang 001; Robert M. Haralick; Jim R. Parker; Juraj Pivovarov; Dominik Royko; Changming Sun; Gunnar Farnebäck (ICPR, 2000)

Feature normalization and likelihood-based similarity measures for image retrieval. - Selim Aksoy; Robert M. Haralick (Pattern Recognit. Lett., 2001)

A Classification Framework for Content-Based Image Retrieval. - Selim Aksoy; Robert M. Haralick (ICPR (2), 2002)

Probabilistic retrieval with a visual grammar. - Selim Aksoy; Giovanni Marchisio; Krzysztof Koperski; Carsten Tusk (IGARSS, 2002)

Applications of terrain and sensor data fusion in image mining. - Krzysztof Koperski; Giovanni Marchisio; Selim Aksoy; Carsten Tusk (IGARSS, 2002)

VisiMine: interactive mining in image databases. - Krzysztof Koperski; Giovanni Marchisio; Selim Aksoy; Carsten Tusk (IGARSS, 2002)

Automated feature selection through relevance feedback. - Carsten Tusk; Krzysztof Koperski; Selim Aksoy; Giovanni Marchisio (IGARSS, 2003)

Interactive training of advanced classifiers for mining remote sensing image archives. - Selim Aksoy; Krzysztof Koperski; Carsten Tusk; Giovanni B. Marchisio (KDD, 2004)

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)

Modeling of Remote Sensing Image Content Using Attributed Relational Graphs. - Selim Aksoy (SSPR/SPR, 2006)

Scene Classification Using Bag-of-Regions Representations. - Demir Gokalp; Selim Aksoy (CVPR, 2007)

Relative Position-Based Spatial Relationships using Mathematical Morphology. - Ramazan Gokberk Cinbis; Selim Aksoy (ICIP (2), 2007)

Automated detection of objects using multiple hierarchical segmentations. - Huseyin Gokhan Akcay; Selim Aksoy (IGARSS, 2007)

Modeling urban structures using graph-based spatial patterns. - Emel Dogrusöz; Selim Aksoy (IGARSS, 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)

Automatic Mapping of Linearwoody Vegetation Features in Agricultural Landscapes. - Selim Aksoy; Huseyin Gokhan Akcay; Ramazan Gokberk Cinbis; Tom Wassenaar (IGARSS (4), 2008)

Mining of Remote Sensing Image Archives using Spatial Relationship Histograms. - Firat Kalaycilar; Asli Kale; Daniya Zamalieva; Selim Aksoy (IGARSS (3), 2008)

Semantic Scene Classification for Image Annotation and Retrieval. - Özge Çavus; Selim Aksoy (SSPR/SPR, 2008)

Automatic Detection of Geospatial Objects Using Multiple Hierarchical Segmentations. - Huseyin Gokhan Akcay; Selim Aksoy (IEEE Trans. Geosci. Remote. Sens., 2008)

Finding Compound Structures in Images using Image Segmentation and Graph-based Knowledge Discovery. - Daniya Zamalieva; Selim Aksoy; James C. Tilton (IGARSS (5), 2009)

Hierarchical Segmentation of Complex Structures. - Huseyin Gokhan Akcay; Selim Aksoy; Pierre Soille (ICPR, 2010)

Maximum Likelihood Estimation of Gaussian Mixture Models Using Particle Swarm Optimization. - Caglar Ari; Selim Aksoy (ICPR, 2010)

Segmentation of Cervical Cell Images. - Asli Kale; Selim Aksoy (ICPR, 2010)

Image Classification Using Subgraph Histogram Representation. - Bahadir Özdemir; Selim Aksoy (ICPR, 2010)

Building detection using directional spatial constraints. - Huseyin Gokhan Akcay; Selim Aksoy (IGARSS, 2010)

Unsupervised classification of remotely sensed images using Gaussian mixture models and particle swarm optimization. - Caglar Ari; Selim Aksoy (IGARSS, 2010)

Image Mining Using Directional Spatial Constraints. - Selim Aksoy; Ramazan Gokberk Cinbis (IEEE Geosci. Remote. Sens. Lett., 2010)

Unsupervised detection and localization of structural textures using projection profiles. - Ismet Zeki Yalniz; Selim Aksoy (Pattern Recognit., 2010)

Pattern Recognition in Remote Sensing. - Selim Aksoy; Nicolas H. Younan; Lorenzo Bruzzone (Pattern Recognit. Lett., 2010)

Performance measures for object detection evaluation. - Bahadir Özdemir; Selim Aksoy; Sandra Eckert; Martino Pesaresi; Daniele Ehrlich (Pattern Recognit. Lett., 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)

Detection of compound structures using hierarchical clustering of statistical and structural features. - Huseyin Gokhan Akcay; Selim Aksoy (IGARSS, 2011)

Detection of compound structures using clustering of statistical and structural features. - Huseyin Gokhan Akcay; Selim Aksoy (SIU, 2012)

Maximum likelihood estimation of Gaussian mixture models using stochastic search. - Caglar Ari; Selim Aksoy; Orhan Arikan (Pattern Recognit., 2012)

Unsupervised segmentation and classification of cervical cell images. - Asli Gençtav; Selim Aksoy; Sevgen Önder (Pattern Recognit., 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)

Automatic Detection and Segmentation of Orchards Using Very High Resolution Imagery. - Selim Aksoy; Ismet Zeki Yalniz; Kadim Tasdemir (IEEE Trans. Geosci. Remote. Sens., 2012)

A spatial data model for remote sensing image retrieval. - Huseyin Gokhan Akcay; Selim Aksoy (SIU, 2013)

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 (ICPR, 2014)

Detection of compound structures using multiple hierarchical segmentations. - Huseyin Gokhan Akcay; Selim Aksoy (SIU, 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)

Anomaly detection with sparse unmixing and Gaussian mixture modeling of hyperspectral images. - Acar Erdinc; Selim Aksoy (IGARSS, 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 (SIU, 2015)

Evaluation of Joint Multi-Instance Multi-Label Learning For Breast Cancer Diagnosis. - Baris Gecer; Ozge Yalcinkaya; Onur Tasar; Selim Aksoy (CoRR, 2015)

Detection of compound structures by region group selection from hierarchical segmentations. - Huseyin Gokhan Akcay; Selim Aksoy (IGARSS, 2016)

Object detection using optical and LiDAR data fusion. - Onur Tasar; Selim Aksoy (IGARSS, 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 (Digital Pathology, 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)

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)

Fine-grained object recognition and zero-shot learning in multispectral imagery. - Gencer Sumbul; Selim Aksoy; Ramazan Gokberk Cinbis (SIU, 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 Remote Sensing Imagery. - Gencer Sumbul; Ramazan Gokberk Cinbis; Selim Aksoy (IEEE Trans. Geosci. Remote. Sens., 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)

Weakly Supervised Deep Convolutional Networks for Fine-Grained Object Recognition in Multispectral Images. - Bulut Aygünes; Selim Aksoy; Ramazan Gökberk Cinbis (IGARSS, 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 (Digital Pathology, 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)

Self-Supervised Learning with Graph Neural Networks for Region of Interest Retrieval in Histopathology. - Yigit Ozen; Selim Aksoy; Kemal Kösemehmetoglu; Sevgen Önder; Aysegül Üner (ICPR, 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 (Digital Pathology, 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)

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)

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)

Space-filling curves for modeling spatial context in transformer-based whole slide image classification. - Cihan Erkan; Selim Aksoy (Digital and Computational Pathology, 2023)

On the benefits of region of interest detection for whole slide image classification. - Sena Korkut; Cihan Erkan; Selim Aksoy (Digital and Computational Pathology, 2023)