Yakup Genc

Orcid: 0000-0002-6952-6735

According to our database1, Yakup Genc authored at least 76 papers between 1998 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Audio-Only Phonetic Segment Classification Using Embeddings Learned From Audio and Ultrasound Tongue Imaging Data.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Evaluation of SSIM loss function in RIR generator GANs.
Digit. Signal Process., 2024

Interpretable Algorithm for Diagnosing Myocardial Infarction from Electrocardiography Data.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

mmWave Frequency Modulated Continuous Wave Radar-based Human Action Recognition.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

2023
D3NET (divide and detect drivable area net): deep learning based drivable area detection and its embedded application.
J. Real Time Image Process., February, 2023

Very Large Scale Distributed Training Data and Federated Learning: A Case Study in DAS.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Data Valuation Methods for Federated Learning.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

2022
A hybrid classification-regression approach for 3D hand pose estimation using graph convolutional networks.
Signal Process. Image Commun., 2022

Object aspect classification and 6DoF pose estimation.
Image Vis. Comput., 2022

A graph-based approach for absolute 3D hand pose estimation using a single RGB image.
Appl. Intell., 2022

Style-driven Handwritten Character Generation.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Increasing Transaction Fraud Prediction Ability by Using Multi-Task Learning and Pruning.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Optical Flow-based Temporal Video Analysis for Hand Hygiene Monitoring.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Remaining Useful Life Prediction on C-MAPSS Dataset via Joint Autoencoder-Regression Architecture.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

2021
Image inpainting using scene constraints.
Signal Process. Image Commun., 2021

Efficient texture-aware multi-GAN for image inpainting.
Knowl. Based Syst., 2021

Skeleton-aware Multi-scale Heatmap Regression for 2D Hand Pose Estimation.
Informatica (Slovenia), 2021

Driver Identification Using Vehicle Diagnostic Data with Fully Convolutional Neural Network.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020
Texture-aware Multi-resolution Image Inpainting.
CoRR, 2020

RSSI-based Outdoor Localization with Single Unmanned Aerial Vehicle.
CoRR, 2020

Detection of Tampered Region Boundaries in Splicing Forgery Images.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Context Driven Geometry Consistent Document Reconstruction from Photographs.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Drivable Road Area Detection with Regression Output CNN.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019
Deep Network Ensembles for Aerial Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2019

Can additional spectral bands be estimated from aerial color images?
Turkish J. Electr. Eng. Comput. Sci., 2019

Learning to Inpaint by Progressively Growing the Mask Regions.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018
A comparison of Hadoop, Spark and Storm for the task of large scale image classification.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Classification of 1D signals using deep neural networks.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017
On identifying leaves: A comparison of CNN with classical ML methods.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Machine learning for product quality inspection.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016
Practical methods for camera planning.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Applying Deep Learning in Augmented Reality Tracking.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

2013
Quantification of projective distortion for fiducial markers.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012
iAR: an exploratory augmented reality system for mobile devices.
Proceedings of the 18th ACM Symposium on Virtual Reality Software and Technology, 2012

2011
Feature tracking and matching in video using programmable graphics hardware.
Mach. Vis. Appl., 2011

Wireless Sensor Networks in the control loop: Delay-sensitive networks.
Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011

2010
Edge Drawing: A Heuristic Approach to Robust Real-Time Edge Detection.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Explicit 3D Modeling for Vehicle Monitoring in Non-overlapping Cameras.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
Flexible Edge Arrangement Templates for Object Detection.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Real-Time Object Detection and Tracking for Industrial Applications.
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

Robust unambiguous parametrization of the essential manifold.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Nonlinear Mean Shift for Robust Pose Estimation.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

Learn to Track Edges.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Exploiting Occluding Contours for Real-Time 3D Tracking: A Unified Approach.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Multi-View Edge-based Stereo by Incorporating Spatial Coherence.
Proceedings of the Sixth International Conference on 3-D Digital Imaging and Modeling, 2007

2006
Radon space and Adaboost for Pose Estimation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Statistical Shape Models for Object Recognition and Part Localization.
Proceedings of the British Machine Vision Conference 2006, 2006

Real-Time Feature Matching using Adaptive and Spatially Distributed Classification Trees.
Proceedings of the British Machine Vision Conference 2006, 2006

Fusion of 3D and Appearance Models for Fast Object Detection and Pose Estimation.
Proceedings of the Computer Vision, 2006

2005
A Balanced Approach to 3D Tracking from Image Streams.
Proceedings of the Fourth IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2005), 2005

Object Detection Using 2D Spatial Ordering Constraints.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Bootstrapped Real-Time Ego Motion Estimation and Scene Modeling.
Proceedings of the Fifth International Conference on 3D Digital Imaging and Modeling (3DIM 2005), 2005

2004
An On-line Evaluation System for Optical See-through Augmented Reality.
Proceedings of the IEEE Virtual Reality Conference 2004 (VR 2004), 2004

2003
Lines in One Orthographic and Two Perspective Views.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Multiview Paraperspective Projection Model for Diminished Reality.
Proceedings of the 2003 IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2003), 2003

2002
Single-Point Active Alighment Method (SPAAM) for Optical See-Through HMD Calibration for Augmented Reality.
Presence Teleoperators Virtual Environ., 2002

Practical Solutions for Calibration of Optical See-Through Devices.
Proceedings of the 2002 IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2002), 30 September, 2002

Marker-less Tracking for AR: A Learning-Based Approach.
Proceedings of the 2002 IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2002), 30 September, 2002

Direct Method for Motion Estimation: An Alternative to Decomposition of Planar Transformation Matrices.
Proceedings of the Pattern Recognition, 2002

2001
Fast and Accurate Algorithms for Projective Multi-Image Structure from Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Image-Based Rendering Using Parameterized Image Varieties.
Int. J. Comput. Vis., 2001

Taking AR into Large Scale Industrial Environments: Navigation and Information Access with Mobile Computers.
Proceedings of the 4th International Symposium on Augmented Reality (ISAR 2001), 2001

A New System for Online Quantitative Evaluation of Optical See-through Augmentation.
Proceedings of the 4th International Symposium on Augmented Reality (ISAR 2001), 2001

Optical See-through Calibration with Vision-Based Trackers: Propagation of Projection Matrices.
Proceedings of the 4th International Symposium on Augmented Reality (ISAR 2001), 2001

Mobile computing and industrial augmented reality for real-time data access.
Proceedings of 8th IEEE International Conference on Emerging Technologies and Factory Automation, 2001

2000
Augmented workspace: designing an AR testbed.
Proceedings of the IEEE and ACM International Symposium on Augmented Reality, 2000

Optical see-through HMD calibration: a stereo method validated with a video see-through system.
Proceedings of the IEEE and ACM International Symposium on Augmented Reality, 2000

Constructing Geometric Object Models from Images.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

As-Built Reconstruction Using Images and Industrial Drawings.
Proceedings of the Mustererkennung 2000, 2000

1999
Weak Calibration and Image-Based Rendering Algorithms
PhD thesis, 1999

Point- and Line-Based Parameterized Image Varieties for Image-Based Rendering.
Proceedings of the Vision Algorithms: Theory and Practice, 1999

New Algorithms for Two-Frame Structure from Motion.
Proceedings of the International Conference on Computer Vision, 1999

Fast Algorithms for Projective Multi-Frame Structure from Motion.
Proceedings of the International Conference on Computer Vision, 1999

Parameterized Image Varieties and Estimation with Bilinear Constraints.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Epipolar Geometry and Linear Subspace Methods: A New Approach to Weak Calibration.
Int. J. Comput. Vis., 1998

Parameterized Image Varieties: A Novel Approach to the Analysis and Synthesis of Image Sequences.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998


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