Metrikler
Yayın
39
Açık Erişim
3
BM Sürdürülebilir Kalkınma Amaçları
Eğitim Bilgileri
2010 - 2014
2010 - 2014Doktora
Boğaziçi Üniversitesi, Fen Bilimleri Enstitüsü, Elektrik-Elektronik Mühendisliği (Yl) (Tezli), Türkiye
1994 - 1999
1994 - 1999Yüksek Lisans
Boğaziçi Üniversitesi, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü, Türkiye
1994 - 1999
1994 - 1999Lisans
Boğaziçi Üniversitesi, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü, Türkiye
Yaptığı Tezler
2009
2009Doktora
Object recognition in subspaces: Applications in biometry and 3D model retrieval
Boğaziçi Üniversitesi, Fen Bilimleri Enstitüsü, Elektrik-Elektronik Mühendisliği (Yl) (Tezli)
2002
2002Yüksek Lisans
Statistical language models for large vocabulary Turkish speech recognition
Boğaziçi Üniversitesi, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü
Araştırma Alanları
Bilgisayar Bilimleri
Bilgisayarla Görme
3B Gösterimler
Bilgisayarla Görme
Yapay Zeka, Bilgisayarda Öğrenme ve Örüntü Tanıma
Örüntü Tanıma ve Görüntü İşleme
Sinirsel Ağlar
Elektrik-Elektronik Mühendisliği
Mühendislik ve Teknoloji
Akademik Ünvanlar / Görevler
2011 - Devam Ediyor
2011 - Devam EdiyorYrd. Doç. Dr.
Eskişehir Osmangazi Üniversitesi, MÜHENDİSLİK-MİMARLIK FAKÜLTESİ, ELEKTRİK-ELEKTRONİK MÜHENDİSLİĞİ BÖLÜMÜ
Makaleler
Tümü (19)
SCI-E, SSCI, AHCI (17)
SCI-E, SSCI, AHCI, ESCI (17)
Scopus (19)
TRDizin (1)
2025
20251. Individual Segmentation of Intertwined Apple Trees in a Row via Prompt Engineering †
Metuarea H., Laurens F., Guerra W., Lozano L., Patocchi A., Van Hoye S., et al.
Sensors
, cilt.25, sa.15, 2025 (SCI-Expanded, Scopus)
2024
20242. Local region-learning modules for point cloud classification
TURGUT K., DUTAĞACI H.
MACHINE VISION AND APPLICATIONS
, cilt.35, sa.1, 2024 (SCI-Expanded, Scopus)
2023
20233. Ordinalysis: Interpretability of multidimensional ordinal data
Zine-El-Abidine M., DUTAĞACI H., Rousseau D.
SoftwareX
, cilt.22, 2023 (SCI-Expanded, Scopus)
2023
20234. Transfer learning from indoor to outdoor in cultivar testing: application to russeting detection
El Abidine M. Z., DUTAĞACI H., Rousseau D.
Acta Horticulturae
, cilt.1360, ss.245-251, 2023 (Scopus)
2023
20235. Automatic apple detection in orchards with computer vision and machine learning
El Abidine M. Z., Ahmad A., DUTAĞACI H., Rousseau D.
Acta Horticulturae
, cilt.1360, ss.45-51, 2023 (Scopus)
2023
20236. Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants
DUTAĞACI H.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
, cilt.31, sa.5, ss.792-813, 2023 (SCI-Expanded, Scopus, TRDizin)
2022
20227. Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods
TURGUT K., DUTAĞACI H., Galopin G., Rousseau D.
Plant Methods
, cilt.18, sa.1, 2022 (SCI-Expanded, Scopus)
2022
20228. Surface profile-guided scan method for autonomous 3D reconstruction of unknown objects using an industrial robot
Özkan M., Seçil S., Turgut K., Dutağacı H., Uyanik C., Parlaktuna O.
Visual Computer
, cilt.38, sa.11, ss.3953-3977, 2022 (SCI-Expanded, Scopus)
2022
20229. RoseSegNet: An attention-based deep learning architecture for organ segmentation of plants
TURGUT K., DUTAĞACI H., Rousseau D.
BIOSYSTEMS ENGINEERING
, cilt.221, ss.138-153, 2022 (SCI-Expanded, Scopus)
2022
202210. 2DLaserNet: A deep learning architecture on 2D laser scans for semantic classification of mobile robot locations
KALECİ B., TURGUT K., DUTAĞACI H.
Engineering Science and Technology, an International Journal
, cilt.28, 2022 (SCI-Expanded, Scopus)
2021
202111. Assigning apples to individual trees in dense orchards using 3D colour point clouds
Zine-El-Abidine M., Dutağacı H., Galopin G., Rousseau D.
Biosystems Engineering
, cilt.209, ss.30-52, 2021 (SCI-Expanded, Scopus)
2020
202012. ROSE-X: an annotated data set for evaluation of 3D plant organ segmentation methods
Dutagaci H., Rasti P., Galopin G., Rousseau D.
PLANT METHODS
, cilt.16, sa.1, 2020 (SCI-Expanded, Scopus)
2020
202013. Semantic classification of mobile robot locations through 2D laser scans
Kaleci B., Senler C. M., Dutağacı H., Parlaktuna O.
INTELLIGENT SERVICE ROBOTICS
, cilt.13, ss.63-85, 2020 (SCI-Expanded, Scopus)
2012
201214. Evaluation of 3D interest point detection techniques via human-generated ground truth
Dutağacı H., Cheung C. P., Godil A.
VISUAL COMPUTER
, cilt.28, ss.901-917, 2012 (SCI-Expanded, Scopus)
2010
201015. Subspace methods for retrieval of general 3D models
Dutagaci H., Sankur B., Yemez Y.
COMPUTER VISION AND IMAGE UNDERSTANDING
, cilt.114, ss.865-886, 2010 (SCI-Expanded, Scopus)
2008
200816. Representation plurality and fusion for 3-D face recognition
Goekberk B., Dutagaci H., Ulas A., Akarun L., Sankur B.
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
, cilt.38, ss.155-173, 2008 (SCI-Expanded, Scopus)
2008
200817. Comparative analysis of global hand appearance-based person recognition
Dutagaci H., Sankur B., Yoruk E.
JOURNAL OF ELECTRONIC IMAGING
, cilt.17, 2008 (SCI-Expanded, Scopus)
2006
200618. A unified language model for large vocabulary continuous speech recognition of Turkish
Arisoy E., Dutagaci H., Arslan L. M.
SIGNAL PROCESSING
, cilt.86, ss.2844-2862, 2006 (SCI-Expanded, Scopus)
2006
200619. Hand biometrics
Yoeruek E., Dutagaci H., Sankur B.
IMAGE AND VISION COMPUTING
, cilt.24, ss.483-497, 2006 (SCI-Expanded, Scopus)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2025
20251. 2D segmentation of 3D plant point clouds 3B bitki nokta bulutlarinin 2B’de bölütlenmesi
Ekundayo M. A., DUTAĞACI H., Rousseau D.
33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Türkiye, 25 - 28 Haziran 2025, (Tam Metin Bildiri)
2024
20242. Toward Objective Variety Testing Score Based on Computer Vision and Unsupervised Machine Learning: Application to Apple Shape
Zine-El-Abidine M., DUTAĞACI H., Rasti P., Aranzana M. J., Dujak C., Rousseau D.
4th International Conference on Image Processing and Vision Engineering, IMPROVE 2024, Angers, Fransa, 2 - 04 Mayıs 2024, ss.15-22, (Tam Metin Bildiri)
2023
20233. Robustness of 3D point-based deep learning for plant organ segmentation against point density variation and noise
TURGUT K., DUTAĞACI H., Rousseau D.
North American Plant Phenotyping Network Annual Conference, St. Louis, Missouri, Amerika Birleşik Devletleri, 13 Şubat 2023, (Tam Metin Bildiri)
2023
20234. SEGMENTATION OF PLANT POINT CLOUDS FOR PHENOTYPING
Yavuz A., Arda B., DUTAĞACI H., Sankur B.
31st IEEE Conference on Signal Processing and Communications Applications (SIU), İstanbul, Türkiye, 5 - 08 Temmuz 2023, (Tam Metin Bildiri)
2023
20235. PLANesT-3D: A new annotated data set of 3D color point clouds of plants
Mertoglu K., Salk Y., Sarikaya S. K., TURGUT K., EVRENOSOĞLU Y., ÇEVİKALP H., et al.
31st IEEE Conference on Signal Processing and Communications Applications (SIU), İstanbul, Türkiye, 5 - 08 Temmuz 2023, (Tam Metin Bildiri)
2023
20236. Measuring Electromagnetic Field Strength in Base Stations Using Unmanned Aerial Vehicles
Isilak C., Durmaz O., Salk Y., Cevilkalp H., DUTAĞACI H., Girgin T.
31st IEEE Conference on Signal Processing and Communications Applications (SIU), İstanbul, Türkiye, 5 - 08 Temmuz 2023, (Tam Metin Bildiri)
2018
20187. Quality Sorting of Green Peppers based on Flexure
Coksoyler C., DUTAĞACI H.
26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018, (Tam Metin Bildiri)
2018
20188. SPGS: A new method for autonomous 3D reconstruction of unknown objects by an industrial robot
UYANIK C., SEÇİL S., ÖZKAN M., DUTAĞACI H., TURGUT K., PARLAKTUNA O.
19th Annual Conference on Towards Autonomous Robotic Systems, TAROS 2018, Bristol, İngiltere, 25 - 27 Temmuz 2018, cilt.10965 LNAI, ss.15-27, (Tam Metin Bildiri)
2017
20179. A Method for Determining Loccal Coordinate Frames Attached to Objects by a Laser Profile Sensor in Industrial Robot Workspaces
TURGUT K., DUTAĞACI H., Söyleyici C., SEÇİL S., ÖZKAN M., PARLAKTUNA O., et al.
2017 IEEE International Conference on Autonomous Robot Systems and Competitions, Coimbra, Portekiz, 26 Nisan - 28 Aralık 2017, ss.260-265, (Tam Metin Bildiri)
2017
201710. A Robotic System for Autonomous 3-D Surface Reconstruction of Objects. Design and Implementation
SEÇİL S., TURGUT K., Söyleyici C., ÖZKAN M., PARLAKTUNA O., DUTAĞACI H., et al.
2017 The 3rd International Conference on Control and Automation and Robotics (ICCAR 2017), Nagoya, Japonya, 22 - 24 Nisan 2017, ss.188-191, (Tam Metin Bildiri)
2017
201711. A Method for Determining Local Coordinate Frames Attached to Objects by a Laser Profile Sensor in Industrial Robot Workspaces
TURGUT K., DUTAĞACI H., Soyleyici C., SEÇİL S., ÖZKAN M., PARLAKTUNA O., et al.
17th IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), Coimbra, Portekiz, 26 - 28 Nisan 2017, ss.260-265, (Tam Metin Bildiri)
2017
201712. A Robotic System for Autonomous 3-D Surface Reconstruction of Objects
SEÇİL S., TURGUT K., Soyleyici C., ÖZKAN M., PARLAKTUNA O., DUTAĞACI H., et al.
3rd IEEE International Conference on Control, Automation and Robotics (ICCAR), Nagoya, Japonya, 22 - 24 Nisan 2017, ss.188-191, (Tam Metin Bildiri)
2016
201613. Human detection from still depth images
Can G. N., DUTAĞACI H.
Electronic Imaging, 3D Image Processing, Measurement (3DIPM), and Applications 2016, 14 - 18 Şubat 2016, (Tam Metin Bildiri)
2016
201614. Design of an Application Programming Interface (API) for Commercial Industrial Robots
SEÇİL S., Soyleyici C., ÖZKAN M., PARLAKTUNA O., DUTAĞACI H., TURGUT K., et al.
14th IEEE International Conference on Industrial Informatics (INDIN), Poitiers, Fransa, 19 - 21 Temmuz 2016, ss.225-230, (Tam Metin Bildiri)
2016
201615. Detection of humans from depth images
Can G. N., Cakir B., Namh A. T., DUTAĞACI H.
24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.1477-1480, (Tam Metin Bildiri)
2015
201516. Bina˙Içi Ortamlarda Lazer Mesafe Verisi Kullanarak KuralTabanlı Kapı Bulma
KALECİ B., Şenler Ç. M., DUTAĞACI H., PARLAKTUNA O.
2. Türkiye Robotbilim Konferansı (ToRK), Türkiye, 26 - 27 Ekim 2015, (Tam Metin Bildiri)
2015
201517. A Probabilistic Approach for Semantic Classification Using Laser Range Data in Indoor Environments
Kaleci B., Senler C. M., Dutağacı H., Parlaktuna O.
International Conference on Advanced Robotics (ICAR), İstanbul, Türkiye, 27 - 31 Temmuz 2015, ss.375-381, (Tam Metin Bildiri)
2015
201518. Rule-Based Door Detection Using Laser Range Data in Indoor Environments
KALECİ B., Senler C. M., DUTAĞACI H., PARLAKTUNA O.
27th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Vietri sul Mare, İtalya, 9 - 11 Kasım 2015, ss.510-517, (Tam Metin Bildiri)
2005
200519. Transform-based methods for indexing and retrieval of 3D objects
Dutagaci H., Sankur B., Yemez Y.
5th International Conference on 3-D Digital Imaging and Modeling (3DIM 2005), Ottawa, Kanada, 13 - 16 Haziran 2005, ss.188-195, (Tam Metin Bildiri)
2005
200520. Hand based biometry
Yoruk E., Dutagaci H., Sankur B.
Conference on Image and Video Communications and Processing 2005, San-Jose, Kostarika, 18 - 20 Ocak 2005, cilt.5685, ss.1106-1115, (Tam Metin Bildiri)