Selim Aksoy

Publication Activity (10 Years)

Years Active: 1998-2021
Publications (10 Years): 22

Top Topics

Gaussian Mixture

Breast Cancer Diagnosis

Spectral Images

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Caner Mercan, Bulut Aygünes, 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 J. Biomed. Health Informatics 25 (6) (2021)
Bulut Aygünes, Ramazan Gökberk Cinbis, Selim Aksoy
Weakly Supervised Instance Attention for Multisource Fine-Grained Object Recognition with an Application to Tree Species Classification. CoRR (2021)
Mehmet Faruk Ongun, Ugur Güdükbay, Selim Aksoy
Recognition of occupational therapy exercises and detection of compensation mistakes for Cerebral Palsy. J. Vis. Commun. Image Represent. 73 (2020)
Yigit Ozen, Selim Aksoy, Kemal Kösemehmetoglu, Sevgen Önder, Aysegül Üner
Self-Supervised Learning with Graph Neural Networks for Region of Interest Retrieval in Histopathology. ICPR (2020)
Bulut Aygünes, Selim Aksoy, Ramazan Gökberk Cinbis, Kemal Kösemehmetoglu, Sevgen Önder, Aysegül Üner
Graph convolutional networks for region of interest classification in breast histopathology. Medical Imaging: Digital Pathology (2020)
Bulut Aygünes, Selim Aksoy, Ramazan Gökberk Cinbis
Weakly Supervised Deep Convolutional Networks for Fine-Grained Object Recognition in Multispectral Images. IGARSS (2019)
Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy
Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy
Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery. CoRR (2019)
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. Medical Imaging: Digital Pathology (2019)
Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy
Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 56 (2) (2018)
Gencer Sumbul, Selim Aksoy, Ramazan Gokberk Cinbis
Fine-grained object recognition and zero-shot learning in multispectral imagery. SIU (2018)
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 Recognit. 84 (2018)
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 Trans. Medical Imaging 37 (1) (2018)
Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy
Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery. CoRR (2017)
Huseyin Gokhan Akcay, Selim Aksoy
Automatic Detection of Compound Structures by Joint Selection of Region Groups From a Hierarchical Segmentation. IEEE Trans. Geosci. Remote. Sens. 54 (6) (2016)
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. Medical Imaging: Digital Pathology (2016)
Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad T. Brunyé, Joann G. Elmore
Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images: a Comparative Study. J. Digit. Imaging 29 (4) (2016)
Huseyin Gokhan Akcay, Selim Aksoy
Detection of compound structures by region group selection from hierarchical segmentations. IGARSS (2016)
Onur Tasar, Selim Aksoy
Object detection using optical and LiDAR data fusion. IGARSS (2016)
Acar Erdinc, Selim Aksoy
Anomaly detection with sparse unmixing and Gaussian mixture modeling of hyperspectral images. IGARSS (2015)
Baris Gecer, Ozge Yalcinkaya, Onur Tasar, Selim Aksoy
Evaluation of Joint Multi-Instance Multi-Label Learning For Breast Cancer Diagnosis. CoRR (2015)
Emrecan Bati, Acar Erdinc, Davut Çesmeci, Akin Caliskan, Alper Koz, Selim Aksoy, Sarp Ertürk, A. Aydin Alatan
Anomaly based target detection in hyperspectral images via graph cuts. SIU (2015)
Caglar Ari, Selim Aksoy
Detection of Compound Structures Using a Gaussian Mixture Model With Spectral and Spatial Constraints. IEEE Trans. Geosci. Remote. Sens. 52 (10) (2014)
Huseyin Gokhan Akcay, Selim Aksoy
Detection of compound structures using multiple hierarchical segmentations. SIU (2014)
Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Tad T. Brunyé, Joann G. Elmore
Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images. ICPR (2014)
Huseyin Gokhan Akcay, Selim Aksoy
A spatial data model for remote sensing image retrieval. SIU (2013)
Huseyin Gokhan Akcay, Selim Aksoy
Detection of compound structures using clustering of statistical and structural features. SIU (2012)
Caglar Ari, Selim Aksoy, Orhan Arikan
Maximum likelihood estimation of Gaussian mixture models using stochastic search. Pattern Recognit. 45 (7) (2012)
Asli Gençtav, Selim Aksoy, Sevgen Önder
Unsupervised segmentation and classification of cervical cell images. Pattern Recognit. 45 (12) (2012)
Selim Aksoy, Ismet Zeki Yalniz, Kadim Tasdemir
Automatic Detection and Segmentation of Orchards Using Very High Resolution Imagery. IEEE Trans. Geosci. Remote. Sens. 50 (8) (2012)
Nicolas H. Younan, Selim Aksoy, Roger L. King
Foreword to the Special Issue on Pattern Recognition in Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (5) (2012)
Huseyin Gokhan Akcay, Selim Aksoy
Detection of compound structures using multiple hierarchical segmentations. IGARSS (2012)
Huseyin Gokhan Akcay, Selim Aksoy
Detection of compound structures using hierarchical clustering of statistical and structural features. IGARSS (2011)
Bahadir Özdemir, Selim Aksoy, Sandra Eckert, Martino Pesaresi, Daniele Ehrlich
Performance measures for object detection evaluation. Pattern Recognit. Lett. 31 (10) (2010)
Selim Aksoy, Nicolas H. Younan, Lorenzo Bruzzone
Pattern Recognition in Remote Sensing. Pattern Recognit. Lett. 31 (10) (2010)
Bahadir Özdemir, Selim Aksoy
Image Classification Using Subgraph Histogram Representation. ICPR (2010)
Caglar Ari, Selim Aksoy
Maximum Likelihood Estimation of Gaussian Mixture Models Using Particle Swarm Optimization. ICPR (2010)
Huseyin Gokhan Akcay, Selim Aksoy, Pierre Soille
Hierarchical Segmentation of Complex Structures. ICPR (2010)
Caglar Ari, Selim Aksoy
Unsupervised classification of remotely sensed images using Gaussian mixture models and particle swarm optimization. IGARSS (2010)
Selim Aksoy, Ramazan Gokberk Cinbis
Image Mining Using Directional Spatial Constraints. IEEE Geosci. Remote. Sens. Lett. 7 (1) (2010)
Selim Aksoy, Huseyin Gokhan Akcay, Tom Wassenaar
Automatic Mapping of Linear Woody Vegetation Features in Agricultural Landscapes Using Very High Resolution Imagery. IEEE Trans. Geosci. Remote. Sens. 48 (1-2) (2010)
Asli Kale, Selim Aksoy
Segmentation of Cervical Cell Images. ICPR (2010)
Huseyin Gokhan Akcay, Selim Aksoy
Building detection using directional spatial constraints. IGARSS (2010)
Ismet Zeki Yalniz, Selim Aksoy
Unsupervised detection and localization of structural textures using projection profiles. Pattern Recognit. 43 (10) (2010)
Daniya Zamalieva, Selim Aksoy, James C. Tilton
Finding Compound Structures in Images using Image Segmentation and Graph-based Knowledge Discovery. IGARSS (5) (2009)
Selim Aksoy, Huseyin Gokhan Akcay, Ramazan Gokberk Cinbis, Tom Wassenaar
Automatic Mapping of Linearwoody Vegetation Features in Agricultural Landscapes. IGARSS (4) (2008)
Firat Kalaycilar, Asli Kale, Daniya Zamalieva, Selim Aksoy
Mining of Remote Sensing Image Archives using Spatial Relationship Histograms. IGARSS (3) (2008)
Huseyin Gokhan Akcay, Selim Aksoy
Automatic Detection of Geospatial Objects Using Multiple Hierarchical Segmentations. IEEE Trans. Geosci. Remote. Sens. 46 (7) (2008)
Özge Çavus, Selim Aksoy
Semantic Scene Classification for Image Annotation and Retrieval. SSPR/SPR (2008)
Huseyin Gokhan Akcay, Selim Aksoy
Automated detection of objects using multiple hierarchical segmentations. IGARSS (2007)
Emel Dogrusöz, Selim Aksoy
Modeling urban structures using graph-based spatial patterns. IGARSS (2007)
Demir Gokalp, Selim Aksoy
Scene Classification Using Bag-of-Regions Representations. CVPR (2007)
Ramazan Gokberk Cinbis, Selim Aksoy
Relative Position-Based Spatial Relationships using Mathematical Morphology. ICIP (2) (2007)
David A. Clausi, Selim Aksoy, James C. Tilton
Foreword to the Special Issue on Pattern Recognition in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 45 (12-1) (2007)
Selim Aksoy
Modeling of Remote Sensing Image Content Using Attributed Relational Graphs. SSPR/SPR (2006)
Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni B. Marchisio, James C. Tilton
Learning bayesian classifiers for scene classification with a visual grammar. IEEE Trans. Geosci. Remote. Sens. 43 (3) (2005)
Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni B. Marchisio
Interactive training of advanced classifiers for mining remote sensing image archives. KDD (2004)
Carsten Tusk, Krzysztof Koperski, Selim Aksoy, Giovanni Marchisio
Automated feature selection through relevance feedback. IGARSS (2003)
Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk
VisiMine: interactive mining in image databases. IGARSS (2002)
Selim Aksoy, Giovanni Marchisio, Krzysztof Koperski, Carsten Tusk
Probabilistic retrieval with a visual grammar. IGARSS (2002)
Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk
Applications of terrain and sensor data fusion in image mining. IGARSS (2002)
Selim Aksoy, Robert M. Haralick
A Classification Framework for Content-Based Image Retrieval. ICPR (2) (2002)
Selim Aksoy, Robert M. Haralick
Feature normalization and likelihood-based similarity measures for image retrieval. Pattern Recognit. Lett. 22 (5) (2001)
Selim Aksoy, Robert M. Haralick
Probabilistic vs. Geometric Similarity Measures for Image Retrieval. CVPR (2000)
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
Algorithm Performance Contest. ICPR (2000)
Selim Aksoy, Robert M. Haralick, Faouzi Alaya Cheikh, Moncef Gabbouj
A Weighted Distance Approach to Relevance Feedback. ICPR (2000)
Selim Aksoy, Robert M. Haralick
A Graph-Theoretic Approach to Image Database Retrieval. VISUAL (1999)
Selim Aksoy, Robert M. Haralick
Graph-Theoretic Clustering for Image Grouping and Retrieval. CVPR (1999)
Michael L. Schauf, Selim Aksoy, Robert M. Haralick
Model-based shape recognition using recursive mathematical morphology. ICPR (1998)
Selim Aksoy, Robert M. Haralick
Content-Based Image Database Retrieval Using Variances of Gray Level Spatial Dependencies. Multimedia Information Analysis and Retrieval (1998)