Yalın Baştanlar

Izmir Institute of Technology — Turkey

Computer Science · Physical Sciences

14h-index1.2kcitations58works2.32yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(29), Robotics and Sensor-Based Localization(22), Advanced Vision and Imaging(19), Advanced Neural Network Applications(12), Video Surveillance and Tracking Methods(11)

Publications58 total

LoRA+ID: Enhancing Identity Preservation in Generative Models Through Face-Conditioned LoRA Training
2025
GGNN: group-guided nearest neighbors for efficient image matching
Pattern Analysis and Applications·2025Open Access
BrAIn: A comprehensive artificial intelligence-based morphology analysis system for brain organoids and neuroscience
2025· 2 citedOpen Access
OrganoLabeler: A Quick and Accurate Annotation Tool for Organoid Images
ACS Omega·2024· 7 citedOpen Access
OrganoLabeling: Quick and accurate annotation tool for organoid images
2024· 2 citedOpen Access
Development of chrono-spectral gold nanoparticle growth based plasmonic biosensor platform
Biosensors and Bioelectronics X·2024· 3 citedOpen Access
Lane Change Detection with an Ensemble of Image-based and Video-based Deep Learning Models
2023
Dementia Detection with Deep Networks Using Multi-Modal Image Data
2023· 1 cited
Cut-in maneuver detection with self-supervised contrastive video representation learning
Signal Image and Video Processing·2023· 4 cited
Monocular Vision-Based Prediction of Cut-In Manoeuvres with LSTM Networks
Communications in computer and information science·2023· 1 cited
Semantic Pose Verification for Outdoor Visual Localization with Self-supervised Contrastive Learning
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)·2022· 11 citedOpen Access
Self-Supervised Contrastive Representation Learning in Computer Vision
Artificial intelligence·2022· 11 citedOpen Access
Semantic Pose Verification for Outdoor Visual Localization with Self-supervised Contrastive Learning
arXiv (Cornell University)·2022Open Access
Monocular Vision-based Prediction of Cut-in Maneuvers with LSTM Networks
arXiv (Cornell University)·2022· 2 citedOpen Access
Dementia diagnosis by ensemble deep neural networks using FDG-PET scans
Signal Image and Video Processing·2022· 8 cited
Long-term image-based vehicle localization improved with learnt semantic descriptors
Engineering Science and Technology an International Journal·2022· 7 citedOpen Access
Training Semantic Descriptors for Image-Based Localization
arXiv (Cornell University)·2022· 2 citedOpen Access
Efficient Search in a Panoramic Image Database for Long-term Visual Localization
2021· 9 citedOpen Access
Semantic segmentation of outdoor panoramic images
Signal Image and Video Processing·2021· 58 cited
Container Damage Detection and Classification Using Container Images
2020· 3 citedOpen Access
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Frequent Co-authors

Yasemin Yardımcı(6), İbrahim Çınaroğlu(6), Semih Orhan(5), Hakkı Can Karaimer(5), Peter Sturm(4), Alptekin Temizel(4), Ipek Baris Schlicht(4), Yağız Nalçakan(4), Burak Kahveci(3), Elifsu Polatlı(3), Sinan Güven(3), Ľubor Ladický(2), Paul Sturgess(2), Chris Russell(2), Sunando Sengupta(2), William F. Clocksin(2), Luis Puig(2), J.J. Guerrero(2), João P. Barreto(2), Altuğ Yiğit(2)