Helin Dutagaci

According to our database, Helin Dutagaci authored at least 47 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Local region-learning modules for point cloud classification.

Kaya Turgut, Helin Dutagaci

Mach. Vis. Appl., January, 2024

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

Kerem Mertoglu, Yusuf Salk, Server Karahan Sarikaya, Kaya Turgut, Yasemin Evrenesoglu, Hakan Çevikalp, Ömer Nezih Gerek, Helin Dutagaci, David Rousseau

CoRR, 2024

Toward Objective Variety Testing Score Based on Computer Vision and Unsupervised Machine Learning: Application to Apple Shape.

Mouad Zine El Abidine, Helin Dutagaci, Pejman Rasti, Maria José Aranzana, Christian Dujak, David Rousseau

Proceedings of the 4th International Conference on Image Processing and Vision Engineering, 2024

2023

Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants.

Helin Dutagaci

Turkish J. Electr. Eng. Comput. Sci., September, 2023

Ordinalysis: Interpretability of multidimensional ordinal data.

Mouad Zine El Abidine, Helin Dutagaci, David Rousseau

SoftwareX, May, 2023

SEGMENTATION OF PLANT POINT CLOUDS FOR PHENOTYPING.

Ahmetcan Yavuz, Berke Arda, Helin Dutagaci, Bülent Sankur

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.

Kerem Mertoglu, Yusuf Salk, Server Karahan Sarikaya, Kaya Turgut, Yasemin Evrenosoglu, Hakan Çevikalp, Ömer Nezih Gerek, Helin Dutagaci, David Rousseau

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Measuring Electromagnetic Field Strength in Base Stations Using Unmanned Aerial Vehicles.

Cemal Isilak, Ozan Durmaz, Yusuf Salk, Hakan Çevikalp, Helin Dutagaci, Tufan Girgin

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

2022

Surface profile-guided scan method for autonomous 3D reconstruction of unknown objects using an industrial robot.

Metin Ozkan, Sezgin Secil, Kaya Turgut, Helin Dutagaci, Cihan Uyanik, Osman Parlaktuna

Vis. Comput., 2022

2021

Machine learning meets distinctness in variety testing.

Geoffroy Couasnet, Mouad Zine El Abidine, François Laurens, Helin Dutagaci, David Rousseau

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Dimensionality Reduction for Ordinal Classification.

Mouad Zine El Abidine, Helin Dutagaci, David Rousseau

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Semantic classification of mobile robot locations through 2D laser scans.

Burak Kaleci, Cagri Mete Senler, Helin Dutagaci, Osman Parlaktuna

Intell. Serv. Robotics, 2020

Assigning Apples to Individual Trees in Dense Orchards using 3D Color Point Clouds.

Mouad Zine El Abidine, Helin Dutagaci, Gilles Galopin, David Rousseau

CoRR, 2020

Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods.

Kaya Turgut, Helin Dutagaci, Gilles Galopin, David Rousseau

CoRR, 2020

Machine Learning-Based Classification of Powdery Mildew Severity on Melon Leaves.

Mouad Zine El Abidine, Sabine Merdinoglu-Wiedemann, Pejman Rasti, Helin Dutagaci, David Rousseau

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

2018

SPGS: A New Method for Autonomous 3D Reconstruction of Unknown Objects by an Industrial Robot.

Cihan Uyanik, Sezgin Secil, Metin Ozkan, Helin Dutagaci, Kaya Turgut, Osman Parlaktuna

Proceedings of the Towards Autonomous Robotic Systems - 19th Annual Conference, 2018

Quality sorting of green peppers based on flexure.

Can Coksoyler, Helin Dutagaci

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

A method for determining local coordinate frames attached to objects by a laser profile sensor in industrial robot workspaces.

Kaya Turgut, Helin Dutagaci, Cansu Soyleyici, Sezgin Secil, Metin Ozkan, Osman Parlaktuna, Mustafa Parlaktuna

Proceedings of the 2017 IEEE International Conference on Autonomous Robot Systems and Competitions, 2017

2016

Detection of humans from depth images.

Gulsum Nurdan Can, Bahadir Cakir, Ahmet Taygun Namli, Helin Dutagaci

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Design of an application programming interface (API) for commercial industrial robots.

Sezgin Secil, Cansu Soyleyici, Metin Ozkan, Osman Parlaktuna, Helin Dutagaci, Kaya Turgut, Mustafa Parlaktuna

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Human detection from still depth images.

Gulsum Nurdan Can, Helin Dutagaci

Proceedings of the 3D Image Processing, 2016

2015

Rule-Based Door Detection Using Laser Range Data in Indoor Environments.

Burak Kaleci, Cagri Mete Senler, Helin Dutagaci, Osman Parlaktuna

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

A probabilistic approach for semantic classification using laser range data in indoor environments.

Burak Kaleci, Cagri Mete Senler, Helin Dutagaci, Osman Parlaktuna

Proceedings of the International Conference on Advanced Robotics, 2015

Range Scans based 3D Shape Retrieval.

Afzal Godil, Helin Dutagaci, Benjamin Bustos, Sungbin Choi, Suchuan Dong, Takahiko Furuya, Haisheng Li, Norman Link, A. Moriyama, Rafael Meruane, Ryutarou Ohbuchi, Dietrich Paulus, Tobias Schreck, Viktor Seib, Ivan Sipiran, Huarui Yin, C. Zhang

Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

2012

Evaluation of 3D interest point detection techniques via human-generated ground truth.

Helin Dutagaci, Chun Pan Cheung, Afzal Godil

Vis. Comput., 2012

2011

SHREC '11 Track: Generic Shape Retrieval.

Helin Dutagaci, Afzal Godil, Petros Daras, Apostolos Axenopoulos, George C. Litos, Stavroula Manolopoulou, Keita Goto, Tomohiro Yanagimachi, Yukinori Kurita, Shun Kawamura, Takahiko Furuya, Ryutarou Ohbuchi

Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011

Evaluation of 3D Interest Point Detection Techniques.

Helin Dutagaci, Chun Pan Cheung, Afzal Godil

Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011

2010

Subspace methods for retrieval of general 3D models.

Helin Dutagaci, Bülent Sankur, Yücel Yemez

Comput. Vis. Image Underst., 2010

Benchmarks, performance evaluation and contests for 3D shape retrieval.

Afzal Godil, Zhouhui Lian, Helin Dutagaci, Rui Fang, Vanamali T. P., Chun Pan Cheung

Proceedings of the 10th Performance Metrics for Intelligent Systems Workshop, 2010

A benchmark for best view selection of 3D objects.

Helin Dutagaci, Chun Pan Cheung, Afzal Godil

Proceedings of the ACM workshop on 3D object retrieval, 2010

SHREC'10 Track: Generic 3D Warehouse.

Vanamali Thiruvadandam Porethi, Afzal Godil, Helin Dutagaci, Takahiko Furuya, Zhouhui Lian, Ryutarou Ohbuchi

Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010

SHREC'10 Track: Range Scan Retrieval.

Helin Dutagaci, Afzal Godil, Chun Pan Cheung, Takahiko Furuya, Ulrich Hillenbrand, Ryutarou Ohbuchi

Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010

View subspaces for indexing and retrieval of 3D models.

Helin Dutagaci, Afzal Godil, Bülent Sankur, Yücel Yemez

Proceedings of the Three-Dimensional Image Processing (3DIP) and Applications, 2010

2009

SHREC'09 Track: Structural Shape Retrieval on Watertight Models.

J. Hartveldt, Michela Spagnuolo, Apostolos Axenopoulos, Silvia Biasotti, Petros Daras, Helin Dutagaci, Takahiko Furuya, Afzal Godil, Xiaolan Li, Athanasios Mademlis, Simone Marini, Thibault Napoléon, Ryutarou Ohbuchi, Masaki Tezuka

Proceedings of the 2nd Eurographics Workshop on 3D Object Retrieval, 2009

SHREC'09 Track: Generic Shape Retrieval.

Afzal Godil, Helin Dutagaci, Ceyhun Burak Akgül, Apostolos Axenopoulos, Benjamin Bustos, Mohamed Chaouch, Petros Daras, Takahiko Furuya, Sebastian Kreft, Zhouhui Lian, Thibault Napoléon, Athanasios Mademlis, Ryutarou Ohbuchi, Paul L. Rosin, Bülent Sankur, Tobias Schreck, Xianfang Sun, Masaki Tezuka, Anne Verroust-Blondet, Michael Walter, Yücel Yemez

Proceedings of the 2nd Eurographics Workshop on 3D Object Retrieval, 2009

SHREC'09 Track: Querying with Partial Models.

Helin Dutagaci, Afzal Godil, Apostolos Axenopoulos, Petros Daras, Takahiko Furuya, Ryutarou Ohbuchi

Proceedings of the 2nd Eurographics Workshop on 3D Object Retrieval, 2009

2008

Representation Plurality and Fusion for 3-D Face Recognition.

Berk Gökberk, Helin Dutagaci, Aydin Ulas, Lale Akarun, Bülent Sankur

IEEE Trans. Syst. Man Cybern. Part B, 2008

Comparative analysis of global hand appearance-based person recognition.

Helin Dutagaci, Bülent Sankur, Erdem Yörük

J. Electronic Imaging, 2008

2007

A study on region-based recognition of 3D faces with expression variations.

Helin Dutagaci, Berk Gökberk, Bülent Sankur, Lale Akarun

Proceedings of the 15th European Signal Processing Conference, 2007

2006

A unified language model for large vocabulary continuous speech recognition of Turkish.

Ebru Arisoy, Helin Dutagaci, Levent M. Arslan

Signal Process., 2006

Hand biometrics.

Erdem Yörük, Helin Dutagaci, Bülent Sankur

Image Vis. Comput., 2006

3D face recognition by projection-based methods.

Helin Dutagaci, Bülent Sankur, Yücel Yemez

Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VIII, 2006

A comparison of data representation types, feature types and fusion techniques for 3D face biometry.

Helin Dutagaci, Bülent Sankur, Yücel Yemez

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Hand based biometry.

Erdem Yörük, Helin Dutagaci, Bülent Sankur

Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

Transform-Based Methods for Indexing and Retrieval of 3D Objects.

Helin Dutagaci, Bülent Sankur, Yücel Yemez

Proceedings of the Fifth International Conference on 3D Digital Imaging and Modeling (3DIM 2005), 2005

2002

A sound source classification system based on subband processing.

Oytun Türk, Ömer Sayli, Helin Dutagaci, Levent M. Arslan

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

A comparison of four language models for large vocabulary turkish speech recognition.

Helin Dutagaci, Levent M. Arslan

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002