Hakan Çevikalp

Orcid: 0000-0002-1708-8817

Affiliations:
  • Eskişehir Osmangazi University, Turkey


According to our database1, Hakan Çevikalp authored at least 87 papers between 2003 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Robust and compact maximum margin clustering for high-dimensional data.
Neural Comput. Appl., April, 2024

PLANesT-3D: A new annotated dataset for segmentation of 3D plant point clouds.
CoRR, 2024

Polyhedral Conic Classifier for CTR Prediction.
CoRR, 2024

Pairwise Ranking Loss for Multi-Task Learning in Recommender Systems.
CoRR, 2024

Classification of Data Corruption in Microcontroller-Based Serial-Optical Communication with Tensorflow-Lite.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

2023
From anomaly detection to open set recognition: Bridging the gap.
Pattern Recognit., June, 2023

Deep Discriminative Feature Models (DDFMs) for Set Based Face Recognition and Distance Metric Learning.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Visual object tracking by using ranking loss and spatial-temporal features.
Mach. Vis. Appl., March, 2023

Benign and Malignant Tumor Segmentation on Thorax Computed Tomography Images.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

PLANesT-3D: A New Annotated Data Set of 3D Color Point Clouds of Plants.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Gaze Estimation by Attention Using a Two-Stream Regression Network.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Measuring Electromagnetic Field Strength in Base Stations Using Unmanned Aerial Vehicles.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Deep Simplex Classifier for Maximizing the Margin in Both Euclidean and Angular Spaces.
Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

Deep Uniformly Distributed Centers on a Hypersphere for Open Set Recognition.
Proceedings of the Asian Conference on Machine Learning, 2023

Degree-based stratification of nodes in Graph Neural Networks.
Proceedings of the Asian Conference on Machine Learning, 2023

2022
Transductive polyhedral conic classifiers for machine learning applications.
Pattern Recognit. Lett., 2022

TRAT: Tracking by attention using spatio-temporal features.
Neurocomputing, 2022

Dissected 3D CNNs: Temporal skip connections for efficient online video processing.
Comput. Vis. Image Underst., 2022

Anomaly Detection with Deep Compact Hypersphere.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Face Frontalization for Image Set Based Face Recognition.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

2021
Deep compact polyhedral conic classifier for open and closed set recognition.
Pattern Recognit., 2021

Polyhedral Conic Classifiers for Computer Vision Applications and Open Set Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Visual object detection for autonomous transport vehicles in smart factories.
Turkish J. Electr. Eng. Comput. Sci., 2021

The nearest polyhedral convex conic regions for high-dimensional classification.
Turkish J. Electr. Eng. Comput. Sci., 2021

Transductive Polyhedral Conic Classifiers.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

High Resolution Video Transmission Using GNU Radio and USRP.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

The Ninth Visual Object Tracking VOT2021 Challenge Results.
, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Face Recognition Based on Videos by Using Convex Hulls.
IEEE Trans. Circuits Syst. Video Technol., 2020

Semi-supervised robust deep neural networks for multi-label image classification.
Pattern Recognit., 2020

Video Based Face Recognition by Using Discriminatively Learned Convex Models.
Int. J. Comput. Vis., 2020

The Eighth Visual Object Tracking VOT2020 Challenge Results.
, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019
High-dimensional data clustering by using local affine/convex hulls.
Pattern Recognit. Lett., 2019

Detection Based Tracking of Unmanned Aerial Vehicles.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

The Seventh Visual Object Tracking VOT2019 Challenge Results.
, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Visual Object Tracking by Using Ranking Loss.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Discriminatively Learned Convex Models for Set Based Face Recognition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Hybrid Method for Tracking of Objects by UAVs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Semi-Supervised Robust Deep Neural Networks for Multi-Label Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Recurrent neural networks for remote sensing image classification.
IET Comput. Vis., 2018

Large-scale image retrieval using transductive support vector machines.
Comput. Vis. Image Underst., 2018

CRN: End-to-end Convolutional Recurrent Network Structure Applied to Vehicle Classification.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Car detection in images taken from unmanned aerial vehicles.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017
Best Fitting Hyperplanes for Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Large-scale robust transductive support vector machines.
Neurocomputing, 2017

Visual Object Detection Using Cascades of Binary and One-Class Classifiers.
Int. J. Comput. Vis., 2017

Cone vertex estimation in polyhedral conic classifiers.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

ImageHawk search engine: Content based image retrieval system.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Feature extraction with convolutional neural networks for aerial image retrieval.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Fast and Accurate Face Recognition with Image Sets.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Polyhedral Conic Classifiers for Visual Object Detection and Classification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Robust transductive support vector machines.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Towards Category Based Large-Scale Image Retrieval Using Transductive Support Vector Machines.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
Dimensionality reduction by using transductive learning and binary hierarchical trees.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Towards Large-Scale Face Recognition Based on Videos.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

2014
Semi-supervised discriminative common vector method for computer vision applications.
Neurocomputing, 2014

Semi automatic annotation tool.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

One-sided best fitting hyperplane classifier.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2-Sided Best Fitting Hyperplane Classifier.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Hyperdisk based large margin classifier.
Pattern Recognit., 2013

Automatic face recognition from frontal images.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Return of the king: The Fourier transform based descriptor for visual object classification.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Face and landmark detection by using cascade of classifiers.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

2012
A novel method for object localization in digital images.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Efficient object detection using cascades of nearest convex model classifiers.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Large Margin Classifier Based on Hyperdisks.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010
Manifold Based Local Classifiers: Linear and Nonlinear Approaches.
J. Signal Process. Syst., 2010

New clustering algorithms for the support vector machine based hierarchical classification.
Pattern Recognit. Lett., 2010

Large margin classifiers based on affine hulls.
Neurocomputing, 2010

Large Margin Classifier Based on Affine Hulls.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Semi-supervised Distance Metric Learning by Quadratic Programming.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Face recognition based on image sets.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Two-dimensional subspace classifiers for face recognition.
Neurocomputing, 2009

Semi-supervised Distance Metric Learning for Visual Object Classification.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Semi-supervised Distance Metric Learning in High-Dimensional Spaces by Using Equivalence Constraints.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2009

Large margin classifiers based on convex class models.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2008
Local Classifier Weighting by Quadratic Programming.
IEEE Trans. Neural Networks, 2008

Semi-Supervised Dimensionality Reduction Using Pairwise Equivalence Constraints.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Nearest hyperdisk methods for high-dimensional classification.
Proceedings of the Machine Learning, 2008

Margin-based discriminant dimensionality reduction for visual recognition.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
The Kernel Common Vector Method: A Novel Nonlinear Subspace Classifier for Pattern Recognition.
IEEE Trans. Syst. Man Cybern. Part B, 2007

2006
Discriminative Common Vector Method With Kernels.
IEEE Trans. Neural Networks, 2006

Two dimensional (2D) subspace classifiers for image recognition.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Discriminative Common Vectors for Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Nonlinear Common Vectors for pattern classification.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Face Recognition by Using Discriminative Common Vectors.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Marker orientation in fiducial registration.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Image-guided otologic surgery.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003


  Loading...