Selim Aksoy

Most-cited papers

Unsupervised segmentation and classification of cervical cell images
Asli Gençtav, Selim Aksoy, Sevgen Önder
2012Pattern Recognition272 citations
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Automatic Detection of Geospatial Objects Using Multiple Hierarchical Segmentations
H. Akcay, Selim Aksoy
2008IEEE Transactions on Geoscience and Remote Sensing263 citations Open access
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Learning bayesian classifiers for scene classification with a visual grammar
Selim Aksoy, Krzysztof Koperski, Carsten Tusk, G. Marchisio +1 more
2005IEEE Transactions on Geoscience and Remote Sensing167 citations Open access
Semantic Scholar
Detection and classification of cancer in whole slide breast histopathology images using deep convolutional networks
B. Gecer, Selim Aksoy, E. Mercan, L. Shapiro +2 more
2018Pattern Recognition165 citations Open access
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Multi-instance Multi-label Learning for Multi-class Classification of Whole Slide Breast Histopathology Images
Caner Mercan, Selim Aksoy, E. Mercan, L. Shapiro +2 more
2017IEEE Transactions on Medical Imaging133 citations Open access
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Automatic Mapping of Linear Woody Vegetation Features in Agricultural Landscapes Using Very High Resolution Imagery
Selim Aksoy, H. Akcay, T. Wassenaar
2010IEEE Transactions on Geoscience and Remote Sensing129 citations Open access
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Scene Classification Using Bag-of-Regions Representations
Demir Gokalp, Selim Aksoy
20072007 IEEE Conference on Computer Vision and Pattern Recognition108 citations
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Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery
Gencer Sumbul, R. G. Cinbis, Selim Aksoy
2017IEEE Transactions on Geoscience and Remote Sensing104 citations Open access
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Automatic Detection and Segmentation of Orchards Using Very High Resolution Imagery
Selim Aksoy, I. Z. Yalniz, K. Tasdemir
2012IEEE Transactions on Geoscience and Remote Sensing97 citations Open access
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Segmentation of Cervical Cell Images
A. Kale, Selim Aksoy
2010International Conference on Pattern Recognition85 citations
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Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images
E. Mercan, Selim Aksoy, L. Shapiro, D. Weaver +2 more
2014International Conference on Pattern Recognition71 citations Open access
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Building detection using directional spatial constraints
H. Akcay, Selim Aksoy
2010IEEE International Geoscience and Remote Sensing Symposium60 citations Open access
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Performance measures for object detection evaluation
Bahadir Özdemir, Selim Aksoy, S. Eckert, M. Pesaresi +1 more
2010Pattern Recognition Letters53 citations Open access
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Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery
Gencer Sumbul, R. G. Cinbis, Selim Aksoy
2019IEEE Transactions on Geoscience and Remote Sensing51 citations Open access
Semantic Scholar
Maximum likelihood estimation of Gaussian mixture models using stochastic search
Caglar Ari, Selim Aksoy, Orhan Arikan
2012Pattern Recognition48 citations
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Image Mining Using Directional Spatial Constraints
Selim Aksoy, R. G. Cinbis
2010IEEE Geoscience and Remote Sensing Letters42 citations Open access
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Recognizing Patterns in Signals, Speech, Images and Videos
D. Unay, Z. Cataltepe, Selim Aksoy
2010Lecture Notes in Computer Science39 citations Open access
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Image Classification Using Subgraph Histogram Representation
Bahadir Özdemir, Selim Aksoy
2010International Conference on Pattern Recognition35 citations
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Modeling urban structures using graph-based spatial patterns
E. Dogrusöz, Selim Aksoy
2007IEEE International Geoscience and Remote Sensing Symposium34 citations
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Using Texture in Image Similarity and Retrieval
Selim Aksoy, R. Haralick
200334 citations
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Modeling of Remote Sensing Image Content Using Attributed Relational Graphs
Selim Aksoy
2006SSPR/SPR31 citations Open access
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Multi-resolution segmentation and shape analysis for remote sensing image classification
Selim Aksoy, H. Akcay
2005Proceedings of 2nd International Conference on Recent Advances in Space Technologies, 2005. RAST 2005.31 citations Open access
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Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images: a Comparative Study
E. Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver +2 more
2016Journal of digital imaging30 citations Open access
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Interactive training of advanced classifiers for mining remote sensing image archives
Selim Aksoy, Krzysztof Koperski, Carsten Tusk, G. Marchisio
2004Knowledge Discovery and Data Mining29 citations
Semantic Scholar
Graph convolutional networks for region of interest classification in breast histopathology
Bulut Aygünes, Selim Aksoy, R. G. Cinbis, K. Kösemehmetoğlu +2 more
2020Digital Pathology28 citations Open access
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Detection of Compound Structures Using a Gaussian Mixture Model With Spectral and Spatial Constraints
Caglar Ari, Selim Aksoy
2012IEEE Transactions on Geoscience and Remote Sensing28 citations Open access
Semantic Scholar
Unsupervised classification of remotely sensed images using Gaussian mixture models and particle swarm optimization
Caglar Ari, Selim Aksoy
2010IEEE International Geoscience and Remote Sensing Symposium26 citations Open access
Semantic Scholar
From patch-level to ROI-level deep feature representations for breast histopathology classification
Caner Mercan, Selim Aksoy, E. Mercan, L. Shapiro +2 more
2019Medical Imaging25 citations
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Morphological Segmentation of Urban Structures
H. Akcay, Selim Aksoy
2007Urban Remote Sensing Joint Event24 citations Open access
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Unsupervised detection and localization of structural textures using projection profiles
I. Z. Yalniz, Selim Aksoy
2010Pattern Recognition23 citations Open access
Semantic Scholar
Weakly Supervised Instance Attention for Multisource Fine-Grained Object Recognition with an Application to Tree Species Classification
Bulut Aygünes, R. G. Cinbis, Selim Aksoy
2021Isprs Journal of Photogrammetry and Remote Sensing21 citations Open access
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Multi-instance multi-label learning for whole slide breast histopathology
Caner Mercan, E. Mercan, Selim Aksoy, L. Shapiro +2 more
2016SPIE Medical Imaging19 citations Open access
Semantic Scholar
Self-Supervised Learning with Graph Neural Networks for Region of Interest Retrieval in Histopathology
Y. Ozen, Selim Aksoy, K. Kösemehmetoğlu, Sevgen Önder +1 more
2021International Conference on Pattern Recognition18 citations
Semantic Scholar
Automated feature selection through relevance feedback
Carsten Tusk, Krzysztof Koperski, Selim Aksoy, G. Marchisio
2003IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)17 citations
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Land cover classification with multi-sensor fusion of partly missing data.
Selim Aksoy, Krzysztof Koperski, Carsten Tusk, G. Marchisio
200916 citations Open access
Semantic Scholar
A Relevance Feedback Technique for Multimodal Retrieval of News Videos
Selim Aksoy, Ö. Cavus
2005EUROCON Conference14 citations Open access
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Maximum Likelihood Estimation of Gaussian Mixture Models Using Particle Swarm Optimization
Caglar Ari, Selim Aksoy
2010International Conference on Pattern Recognition13 citations Open access
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Semantic Scene Classification for Image Annotation and Retrieval
Ö. Cavus, Selim Aksoy
2008SSPR/SPR13 citations Open access
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Finding compound structures in images using image segmentation and graph-based knowledge discovery
Daniya Zamalieva, Selim Aksoy, J. Tilton
2009IEEE International Geoscience and Remote Sensing Symposium12 citations Open access
Semantic Scholar
Mining of Remote Sensing Image Archives using Spatial Relationship Histograms
F. Kalaycilar, A. Kale, Daniya Zamalieva, Selim Aksoy
2008IEEE International Geoscience and Remote Sensing Symposium12 citations Open access
Semantic Scholar
Deep Feature Representations for Variable-sized Regions of Interest in Breast Histopathology
Caner Mercan, B. Aygunes, Selim Aksoy, E. Mercan +3 more
2020IEEE journal of biomedical and health informatics11 citations Open access
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Automatic Mapping of Linearwoody Vegetation Features in Agricultural Landscapes
Selim Aksoy, Gokhan Akcay, Gokberk Cinbis, T. Wassenaar
2008IEEE International Geoscience and Remote Sensing Symposium11 citations Open access
Semantic Scholar
Relative Position-Based Spatial Relationships using Mathematical Morphology
R. G. Cinbis, Selim Aksoy
20072007 IEEE International Conference on Image Processing11 citations Open access
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Anomaly detection with sparse unmixing and Gaussian mixture modeling of hyperspectral images
Acar Erdinc, Selim Aksoy
2015IEEE International Geoscience and Remote Sensing Symposium10 citations Open access
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Pattern Recognition in Remote Sensing
Selim Aksoy, N. Younan, L. Bruzzone
2010Pattern Recognition Letters9 citations Open access
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Binary Image Analysis
Selim Aksoy
20059 citations
Semantic Scholar
Applications of terrain and sensor data fusion in image mining
Krzysztof Koperski, G. Marchisio, Selim Aksoy, Carsten Tusk
2002IEEE International Geoscience and Remote Sensing Symposium9 citations
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Detection of compound structures using hierarchical clustering of statistical and structural features
H. Akcay, Selim Aksoy
2011IEEE International Geoscience and Remote Sensing Symposium8 citations
Semantic Scholar
Probabilistic retrieval with a visual grammar
Selim Aksoy, G. Marchisio, Krzysztof Koperski, Carsten Tusk
2002IEEE International Geoscience and Remote Sensing Symposium8 citations
Semantic Scholar
Interactive classification and content-based retrieval of tissue images
Selim Aksoy, G. Marchisio, Carsten Tusk, Krzysztof Koperski
20028 citations
Semantic Scholar