Selim Aksoy

Orcid: 0000-0003-4185-0565

According to our database1, Selim Aksoy authored at least 67 papers between 1998 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2021
Deep Feature Representations for Variable-Sized Regions of Interest in Breast Histopathology.
IEEE J. Biomed. Health Informatics, 2021

Weakly Supervised Instance Attention for Multisource Fine-Grained Object Recognition with an Application to Tree Species Classification.
CoRR, 2021

2020
Recognition of occupational therapy exercises and detection of compensation mistakes for Cerebral Palsy.
J. Vis. Commun. Image Represent., 2020

Graph convolutional networks for region of interest classification in breast histopathology.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

Self-Supervised Learning with Graph Neural Networks for Region of Interest Retrieval in Histopathology.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2019

From patch-level to ROI-level deep feature representations for breast histopathology classification.
Proceedings of the Medical Imaging 2019: Digital Pathology, 2019

Weakly Supervised Deep Convolutional Networks for Fine-Grained Object Recognition in Multispectral Images.
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.
IEEE Trans. Medical Imaging, 2018

Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018

Detection and classification of cancer in whole slide breast histopathology images using deep convolutional networks.
Pattern Recognit., 2018

Fine-grained object recognition and zero-shot learning in multispectral imagery.
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.
IEEE Trans. Geosci. Remote. Sens., 2016

Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images: a Comparative Study.
J. Digit. Imaging, 2016

Multi-instance multi-label learning for whole slide breast histopathology.
Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016

Object detection using optical and LiDAR data fusion.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Detection of compound structures by region group selection from hierarchical segmentations.
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.
CoRR, 2015

Anomaly based target detection in hyperspectral images via graph cuts.
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.
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.
IEEE Trans. Geosci. Remote. Sens., 2014

Localization of Diagnostically Relevant Regions of Interest in Whole Slide Images.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
A spatial data model for remote sensing image retrieval.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012
Automatic Detection and Segmentation of Orchards Using Very High Resolution Imagery.
IEEE Trans. Geosci. Remote. Sens., 2012

Foreword to the Special Issue on Pattern Recognition in Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Unsupervised segmentation and classification of cervical cell images.
Pattern Recognit., 2012

Maximum likelihood estimation of Gaussian mixture models using stochastic search.
Pattern Recognit., 2012

Detection of compound structures using clustering of statistical and structural features.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Detection of compound structures using multiple hierarchical segmentations.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Detection of compound structures using hierarchical clustering of statistical and structural features.
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.
IEEE Trans. Geosci. Remote. Sens., 2010

Performance measures for object detection evaluation.
Pattern Recognit. Lett., 2010

Pattern Recognition in Remote Sensing.
Pattern Recognit. Lett., 2010

Unsupervised detection and localization of structural textures using projection profiles.
Pattern Recognit., 2010

Image Mining Using Directional Spatial Constraints.
IEEE Geosci. Remote. Sens. Lett., 2010

Unsupervised classification of remotely sensed images using Gaussian mixture models and particle swarm optimization.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Building detection using directional spatial constraints.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Image Classification Using Subgraph Histogram Representation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Segmentation of Cervical Cell Images.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Maximum Likelihood Estimation of Gaussian Mixture Models Using Particle Swarm Optimization.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Hierarchical Segmentation of Complex Structures.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Finding Compound Structures in Images using Image Segmentation and Graph-based Knowledge Discovery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Automatic Detection of Geospatial Objects Using Multiple Hierarchical Segmentations.
IEEE Trans. Geosci. Remote. Sens., 2008

Semantic Scene Classification for Image Annotation and Retrieval.
Proceedings of the Structural, 2008

Mining of Remote Sensing Image Archives using Spatial Relationship Histograms.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Automatic Mapping of Linearwoody Vegetation Features in Agricultural Landscapes.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Foreword to the Special Issue on Pattern Recognition in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2007

Modeling urban structures using graph-based spatial patterns.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Automated detection of objects using multiple hierarchical segmentations.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Relative Position-Based Spatial Relationships using Mathematical Morphology.
Proceedings of the International Conference on Image Processing, 2007

Scene Classification Using Bag-of-Regions Representations.
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.
Proceedings of the Structural, 2006

2005
Learning bayesian classifiers for scene classification with a visual grammar.
IEEE Trans. Geosci. Remote. Sens., 2005

2004
Interactive training of advanced classifiers for mining remote sensing image archives.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003
Automated feature selection through relevance feedback.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
VisiMine: interactive mining in image databases.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Applications of terrain and sensor data fusion in image mining.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Probabilistic retrieval with a visual grammar.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

A Classification Framework for Content-Based Image Retrieval.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Feature normalization and likelihood-based similarity measures for image retrieval.
Pattern Recognit. Lett., 2001

2000
Algorithm Performance Contest.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Weighted Distance Approach to Relevance Feedback.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Probabilistic vs. Geometric Similarity Measures for Image Retrieval.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
A Graph-Theoretic Approach to Image Database Retrieval.
Proceedings of the Visual Information and Information Systems, 1999

Graph-Theoretic Clustering for Image Grouping and Retrieval.
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.
Proceedings of the Multimedia Information Analysis and Retrieval, 1998

Model-based shape recognition using recursive mathematical morphology.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998


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