Helin Dutagaci

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 23

Top Topics

Laplace Beltrami

Electromagnetic Field

Machine Learning

Top Venues

3DOR@Eurographics

Publications

Kaya Turgut, Helin Dutagaci
Local region-learning modules for point cloud classification. Mach. Vis. Appl. 35 (1) (2024)
Kerem Mertoglu, Yusuf Salk, Server Karahan Sarikaya, Kaya Turgut, Yasemin Evrenesoglu, Hakan Çevikalp, Ömer Nezih Gerek, Helin Dutagaci, David Rousseau
PLANesT-3D: A new annotated dataset for segmentation of 3D plant point clouds. CoRR (2024)
Mouad Zine El Abidine, Helin Dutagaci, Pejman Rasti, Maria José Aranzana, Christian Dujak, David Rousseau
Toward Objective Variety Testing Score Based on Computer Vision and Unsupervised Machine Learning: Application to Apple Shape. IMPROVE (2024)
Ahmetcan Yavuz, Berke Arda, Helin Dutagaci, Bülent Sankur
SEGMENTATION OF PLANT POINT CLOUDS FOR PHENOTYPING. SIU (2023)
Helin Dutagaci
Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants. Turkish J. Electr. Eng. Comput. Sci. 31 (5) (2023)
Mouad Zine El Abidine, Helin Dutagaci, David Rousseau
Ordinalysis: Interpretability of multidimensional ordinal data. SoftwareX 22 (2023)
Kerem Mertoglu, Yusuf Salk, Server Karahan Sarikaya, Kaya Turgut, Yasemin Evrenosoglu, Hakan Çevikalp, Ömer Nezih Gerek, Helin Dutagaci, David Rousseau
PLANesT-3D: A New Annotated Data Set of 3D Color Point Clouds of Plants. SIU (2023)
Helin Dutagaci
Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants. CoRR (2023)
Kaya Turgut, Helin Dutagaci
Local region-learning modules for point cloud classification. CoRR (2023)
Cemal Isilak, Ozan Durmaz, Yusuf Salk, Hakan Çevikalp, Helin Dutagaci, Tufan Girgin
Measuring Electromagnetic Field Strength in Base Stations Using Unmanned Aerial Vehicles. SIU (2023)
Metin Ozkan, Sezgin Secil, Kaya Turgut, Helin Dutagaci, Cihan Uyanik, Osman Parlaktuna
Surface profile-guided scan method for autonomous 3D reconstruction of unknown objects using an industrial robot. Vis. Comput. 38 (11) (2022)
Geoffroy Couasnet, Mouad Zine El Abidine, François Laurens, Helin Dutagaci, David Rousseau
Machine learning meets distinctness in variety testing. ICCVW (2021)
Mouad Zine El Abidine, Helin Dutagaci, David Rousseau
Dimensionality Reduction for Ordinal Classification. EUSIPCO (2021)
Mouad Zine El Abidine, Helin Dutagaci, Gilles Galopin, David Rousseau
Assigning Apples to Individual Trees in Dense Orchards using 3D Color Point Clouds. CoRR (2020)
Kaya Turgut, Helin Dutagaci, Gilles Galopin, David Rousseau
Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods. CoRR (2020)
Mouad Zine El Abidine, Sabine Merdinoglu-Wiedemann, Pejman Rasti, Helin Dutagaci, David Rousseau
Machine Learning-Based Classification of Powdery Mildew Severity on Melon Leaves. ICISP (2020)
Burak Kaleci, Cagri Mete Senler, Helin Dutagaci, Osman Parlaktuna
Semantic classification of mobile robot locations through 2D laser scans. Intell. Serv. Robotics 13 (1) (2020)
Cihan Uyanik, Sezgin Secil, Metin Ozkan, Helin Dutagaci, Kaya Turgut, Osman Parlaktuna
SPGS: A New Method for Autonomous 3D Reconstruction of Unknown Objects by an Industrial Robot. TAROS (2018)
Can Coksoyler, Helin Dutagaci
Quality sorting of green peppers based on flexure. SIU (2018)
Kaya Turgut, Helin Dutagaci, Cansu Soyleyici, Sezgin Secil, Metin Ozkan, Osman Parlaktuna, Mustafa Parlaktuna
A method for determining local coordinate frames attached to objects by a laser profile sensor in industrial robot workspaces. ICARSC (2017)
Sezgin Secil, Cansu Soyleyici, Metin Ozkan, Osman Parlaktuna, Helin Dutagaci, Kaya Turgut, Mustafa Parlaktuna
Design of an application programming interface (API) for commercial industrial robots. INDIN (2016)
Gulsum Nurdan Can, Helin Dutagaci
Human detection from still depth images. 3D Image Processing, Measurement (3DIPM), and Applications (2016)
Gulsum Nurdan Can, Bahadir Cakir, Ahmet Taygun Namli, Helin Dutagaci
Detection of humans from depth images. SIU (2016)
Afzal Godil, Helin Dutagaci, Benjamin Bustos, S. Choi, Suchuan Dong, Takahiko Furuya, H. Li, Norman Link, A. Moriyama, Rafael Meruane, Ryutarou Ohbuchi, Dietrich Paulus, Tobias Schreck, Viktor Seib, Ivan Sipiran, Huarui Yin, C. Zhang
Range Scans based 3D Shape Retrieval. 3DOR@Eurographics (2015)
Burak Kaleci, Cagri Mete Senler, Helin Dutagaci, Osman Parlaktuna
Rule-Based Door Detection Using Laser Range Data in Indoor Environments. ICTAI (2015)
Burak Kaleci, Cagri Mete Senler, Helin Dutagaci, Osman Parlaktuna
A probabilistic approach for semantic classification using laser range data in indoor environments. ICAR (2015)
Helin Dutagaci, Chun Pan Cheung, Afzal Godil
Evaluation of 3D interest point detection techniques via human-generated ground truth. Vis. Comput. 28 (9) (2012)
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
SHREC '11 Track: Generic Shape Retrieval. 3DOR@Eurographics (2011)
Helin Dutagaci, Chun Pan Cheung, Afzal Godil
Evaluation of 3D Interest Point Detection Techniques. 3DOR@Eurographics (2011)
Helin Dutagaci, Afzal Godil, Bülent Sankur, Yücel Yemez
View subspaces for indexing and retrieval of 3D models CoRR (2011)
Afzal Godil, Zhouhui Lian, Helin Dutagaci, Rui Fang, Vanamali T. P., Chun Pan Cheung
Benchmarks, Performance Evaluation and Contests for 3D Shape Retrieval CoRR (2011)
Helin Dutagaci, Afzal Godil, Chun Pan Cheung, Takahiko Furuya, Ulrich Hillenbrand, Ryutarou Ohbuchi
SHREC'10 Track: Range Scan Retrieval. 3DOR@Eurographics (2010)
Helin Dutagaci, Afzal Godil, Bülent Sankur, Yücel Yemez
View subspaces for indexing and retrieval of 3D models. Three-Dimensional Image Processing (3DIP) and Applications (2010)
Helin Dutagaci, Bülent Sankur, Yücel Yemez
Subspace methods for retrieval of general 3D models. Comput. Vis. Image Underst. 114 (8) (2010)
Afzal Godil, Zhouhui Lian, Helin Dutagaci, Rui Fang, Vanamali T. P., Chun Pan Cheung
Benchmarks, performance evaluation and contests for 3D shape retrieval. PerMIS (2010)
Helin Dutagaci, Chun Pan Cheung, Afzal Godil
A benchmark for best view selection of 3D objects. 3DOR@MM (2010)
Vanamali Thiruvadandam Porethi, Afzal Godil, Helin Dutagaci, Takahiko Furuya, Zhouhui Lian, Ryutarou Ohbuchi
SHREC'10 Track: Generic 3D Warehouse. 3DOR@Eurographics (2010)
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
SHREC'09 Track: Generic Shape Retrieval. 3DOR@Eurographics (2009)
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
SHREC'09 Track: Structural Shape Retrieval on Watertight Models. 3DOR@Eurographics (2009)
Helin Dutagaci, Afzal Godil, Apostolos Axenopoulos, Petros Daras, Takahiko Furuya, Ryutarou Ohbuchi
SHREC'09 Track: Querying with Partial Models. 3DOR@Eurographics (2009)
Berk Gökberk, Helin Dutagaci, Aydin Ulas, Lale Akarun, Bülent Sankur
Representation Plurality and Fusion for 3-D Face Recognition. IEEE Trans. Syst. Man Cybern. Part B 38 (1) (2008)
Helin Dutagaci, Bülent Sankur, Erdem Yörük
Comparative analysis of global hand appearance-based person recognition. J. Electronic Imaging 17 (1) (2008)
Helin Dutagaci, Berk Gökberk, Bülent Sankur, Lale Akarun
A study on region-based recognition of 3D faces with expression variations. EUSIPCO (2007)
Helin Dutagaci, Bülent Sankur, Yücel Yemez
3D face recognition by projection-based methods. Security, Steganography, and Watermarking of Multimedia Contents (2006)
Erdem Yörük, Helin Dutagaci, Bülent Sankur
Hand biometrics. Image Vis. Comput. 24 (5) (2006)
Helin Dutagaci, Bülent Sankur, Yücel Yemez
A comparison of data representation types, feature types and fusion techniques for 3D face biometry. EUSIPCO (2006)
Ebru Arisoy, Helin Dutagaci, Levent M. Arslan
A unified language model for large vocabulary continuous speech recognition of Turkish. Signal Process. 86 (10) (2006)
Helin Dutagaci, Bülent Sankur, Yücel Yemez
Transform-Based Methods for Indexing and Retrieval of 3D Objects. 3DIM (2005)
Erdem Yörük, Helin Dutagaci, Bülent Sankur
Hand based biometry. Electronic Imaging: Image and Video Communications and Processing (2005)
Oytun Türk, Omer Sayli, Helin Dutagaci, Levent M. Arslan
A sound source classification system based on subband processing. INTERSPEECH (2002)
Helin Dutagaci, Levent M. Arslan
A comparison of four language models for large vocabulary turkish speech recognition. INTERSPEECH (2002)