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Selim Aksoy
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2020 – today
- 2021
- [j22]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): 2041-2049 (2021) - [i4]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 abs/2105.10983 (2021) - 2020
- [j21]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: 102970 (2020) - [c44]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: 6329-6334 - [c43]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: 113200K
2010 – 2019
- 2019
- [j20]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): 4929-4937 (2019) - [c42]Bulut Aygünes, Selim Aksoy, Ramazan Gökberk Cinbis
:
Weakly Supervised Deep Convolutional Networks for Fine-Grained Object Recognition in Multispectral Images. IGARSS 2019: 1478-1481 - [c41]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: 109560H - [i3]Gencer Sumbul
, Ramazan Gokberk Cinbis, Selim Aksoy:
Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery. CoRR abs/1901.06403 (2019) - 2018
- [j19]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: 345-356 (2018) - [j18]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): 770-779 (2018) - [j17]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): 316-325 (2018) - [c40]Gencer Sumbul
, Selim Aksoy, Ramazan Gokberk Cinbis
:
Fine-grained object recognition and zero-shot learning in multispectral imagery. SIU 2018: 1-4 - 2017
- [i2]Gencer Sumbul
, Ramazan Gokberk Cinbis, Selim Aksoy:
Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery. CoRR abs/1712.03323 (2017) - 2016
- [j16]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): 496-506 (2016) - [j15]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): 3485-3501 (2016) - [c39]Huseyin Gokhan Akcay, Selim Aksoy:
Detection of compound structures by region group selection from hierarchical segmentations. IGARSS 2016: 5095-5098 - [c38]Onur Tasar, Selim Aksoy:
Object detection using optical and LiDAR data fusion. IGARSS 2016: 7204-7207 - [c37]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: 979108 - 2015
- [c36]Acar Erdinc, Selim Aksoy:
Anomaly detection with sparse unmixing and Gaussian mixture modeling of hyperspectral images. IGARSS 2015: 5035-5038 - [c35]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: 2631-2634 - [i1]Baris Gecer, Ozge Yalcinkaya, Onur Tasar, Selim Aksoy:
Evaluation of Joint Multi-Instance Multi-Label Learning For Breast Cancer Diagnosis. CoRR abs/1510.02942 (2015) - 2014
- [j14]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): 6627-6638 (2014) - [c34]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: 1179-1184 - [c33]Huseyin Gokhan Akcay, Selim Aksoy:
Detection of compound structures using multiple hierarchical segmentations. SIU 2014: 2062-2065 - 2013
- [c32]Huseyin Gokhan Akcay, Selim Aksoy:
A spatial data model for remote sensing image retrieval. SIU 2013: 1-4 - 2012
- [j13]Caglar Ari, Selim Aksoy
, Orhan Arikan:
Maximum likelihood estimation of Gaussian mixture models using stochastic search. Pattern Recognit. 45(7): 2804-2816 (2012) - [j12]Asli Gençtav
, Selim Aksoy
, Sevgen Önder:
Unsupervised segmentation and classification of cervical cell images. Pattern Recognit. 45(12): 4151-4168 (2012) - [j11]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): 1331-1334 (2012) - [j10]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): 3117-3131 (2012) - [c31]Huseyin Gokhan Akcay, Selim Aksoy:
Detection of compound structures using multiple hierarchical segmentations. IGARSS 2012: 6833-6836 - [c30]Huseyin Gokhan Akcay, Selim Aksoy:
Detection of compound structures using clustering of statistical and structural features. SIU 2012: 1-4 - 2011
- [c29]Huseyin Gokhan Akcay, Selim Aksoy:
Detection of compound structures using hierarchical clustering of statistical and structural features. IGARSS 2011: 2385-2388 - 2010
- [j9]Selim Aksoy
, Ramazan Gokberk Cinbis
:
Image Mining Using Directional Spatial Constraints. IEEE Geosci. Remote. Sens. Lett. 7(1): 33-37 (2010) - [j8]Ismet Zeki Yalniz, Selim Aksoy
:
Unsupervised detection and localization of structural textures using projection profiles. Pattern Recognit. 43(10): 3324-3337 (2010) - [j7]Selim Aksoy
, Nicolas H. Younan, Lorenzo Bruzzone
:
Pattern Recognition in Remote Sensing. Pattern Recognit. Lett. 31(10): 1069-1070 (2010) - [j6]Bahadir Özdemir, Selim Aksoy
, Sandra Eckert
, Martino Pesaresi
, Daniele Ehrlich
:
Performance measures for object detection evaluation. Pattern Recognit. Lett. 31(10): 1128-1137 (2010) - [j5]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): 511-522 (2010) - [c28]Caglar Ari, Selim Aksoy:
Maximum Likelihood Estimation of Gaussian Mixture Models Using Particle Swarm Optimization. ICPR 2010: 746-749 - [c27]Bahadir Özdemir, Selim Aksoy:
Image Classification Using Subgraph Histogram Representation. ICPR 2010: 1112-1115 - [c26]Huseyin Gokhan Akcay, Selim Aksoy, Pierre Soille
:
Hierarchical Segmentation of Complex Structures. ICPR 2010: 1120-1123 - [c25]Asli Kale, Selim Aksoy:
Segmentation of Cervical Cell Images. ICPR 2010: 2399-2402 - [c24]Caglar Ari, Selim Aksoy
:
Unsupervised classification of remotely sensed images using Gaussian mixture models and particle swarm optimization. IGARSS 2010: 1859-1862 - [c23]Huseyin Gokhan Akcay, Selim Aksoy
:
Building detection using directional spatial constraints. IGARSS 2010: 1932-1935 - [e1]Devrim Ünay, Zehra Çataltepe, Selim Aksoy:
Recognizing Patterns in Signals, Speech, Images and Videos - ICPR 2010 Contests, Istanbul, Turkey, August 23-26, 2010, Contest Reports. Lecture Notes in Computer Science 6388, Springer 2010, ISBN 978-3-642-17710-1 [contents]
2000 – 2009
- 2009
- [c22]Daniya Zamalieva, Selim Aksoy, James C. Tilton:
Finding Compound Structures in Images using Image Segmentation and Graph-based Knowledge Discovery. IGARSS (5) 2009: 252-255 - 2008
- [j4]Huseyin Gokhan Akcay, Selim Aksoy
:
Automatic Detection of Geospatial Objects Using Multiple Hierarchical Segmentations. IEEE Trans. Geosci. Remote. Sens. 46(7): 2097-2111 (2008) - [c21]Selim Aksoy, Huseyin Gokhan Akcay, Ramazan Gokberk Cinbis
, Tom Wassenaar
:
Automatic Mapping of Linearwoody Vegetation Features in Agricultural Landscapes. IGARSS (4) 2008: 403-406 - [c20]Firat Kalaycilar, Asli Kale, Daniya Zamalieva, Selim Aksoy:
Mining of Remote Sensing Image Archives using Spatial Relationship Histograms. IGARSS (3) 2008: 589-592 - [c19]Özge Çavus, Selim Aksoy:
Semantic Scene Classification for Image Annotation and Retrieval. SSPR/SPR 2008: 402-410 - 2007
- [j3]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): 3855-3856 (2007) - [c18]Demir Gokalp, Selim Aksoy:
Scene Classification Using Bag-of-Regions Representations. CVPR 2007 - [c17]Ramazan Gokberk Cinbis
, Selim Aksoy:
Relative Position-Based Spatial Relationships using Mathematical Morphology. ICIP (2) 2007: 97-100 - [c16]Huseyin Gokhan Akcay, Selim Aksoy:
Automated detection of objects using multiple hierarchical segmentations. IGARSS 2007: 1468-1471 - [c15]Emel Dogrusöz, Selim Aksoy:
Modeling urban structures using graph-based spatial patterns. IGARSS 2007: 4826-4829 - 2006
- [c14]Selim Aksoy:
Modeling of Remote Sensing Image Content Using Attributed Relational Graphs. SSPR/SPR 2006: 475-483 - 2005
- [j2]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): 581-589 (2005) - 2004
- [c13]Selim Aksoy, Krzysztof Koperski, Carsten Tusk, Giovanni B. Marchisio:
Interactive training of advanced classifiers for mining remote sensing image archives. KDD 2004: 773-782 - 2003
- [c12]Carsten Tusk, Krzysztof Koperski, Selim Aksoy, Giovanni Marchisio:
Automated feature selection through relevance feedback. IGARSS 2003: 3691-3693 - 2002
- [c11]Selim Aksoy, Robert M. Haralick:
A Classification Framework for Content-Based Image Retrieval. ICPR (2) 2002: 503-506 - [c10]Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk:
Applications of terrain and sensor data fusion in image mining. IGARSS 2002: 1026-1028 - [c9]Selim Aksoy, Giovanni Marchisio, Krzysztof Koperski, Carsten Tusk:
Probabilistic retrieval with a visual grammar. IGARSS 2002: 1041-1043 - [c8]Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, Carsten Tusk:
VisiMine: interactive mining in image databases. IGARSS 2002: 1810-1812 - 2001
- [j1]Selim Aksoy
, Robert M. Haralick:
Feature normalization and likelihood-based similarity measures for image retrieval. Pattern Recognit. Lett. 22(5): 563-582 (2001) - 2000
- [c7]Selim Aksoy, Robert M. Haralick:
Probabilistic vs. Geometric Similarity Measures for Image Retrieval. CVPR 2000: 2357-2362 - [c6]Selim Aksoy, Robert M. Haralick, Faouzi Alaya Cheikh, Moncef Gabbouj:
A Weighted Distance Approach to Relevance Feedback. ICPR 2000: 4812-4815 - [c5]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: 4870-4876
1990 – 1999
- 1999
- [c4]Selim Aksoy, Robert M. Haralick:
Graph-Theoretic Clustering for Image Grouping and Retrieval. CVPR 1999: 1063- - [c3]Selim Aksoy, Robert M. Haralick:
A Graph-Theoretic Approach to Image Database Retrieval. VISUAL 1999: 341-348 - 1998
- [c2]Michael L. Schauf, Selim Aksoy, Robert M. Haralick:
Model-based shape recognition using recursive mathematical morphology. ICPR 1998: 202-204 - [c1]Selim Aksoy, Robert M. Haralick:
Content-Based Image Database Retrieval Using Variances of Gray Level Spatial Dependencies. Multimedia Information Analysis and Retrieval 1998: 3-19
Coauthor Index
aka: Ramazan Gökberk Cinbis
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