3 papers
cs.CV2021
Effect of Parameter Optimization on Classical and Learning-based Image Matching Methods
Ufuk Efe, Kutalmis Gokalp Ince, A. Aydin Alatan
Deep learning-based image matching methods are improved significantly during the recent years. Although these methods are reported to outperform the classical techniques, the perfo…
cs.CV2020
Effect of Annotation Errors on Drone Detection with YOLOv3
Aybora Koksal, Kutalmis Gokalp Ince, A. Aydin Alatan
Following the recent advances in deep networks, object detection and tracking algorithms with deep learning backbones have been improved significantly; however, this rapid developm…
cs.CV2019
Quadruplet Selection Methods for Deep Embedding Learning
Kaan Karaman, Erhan Gundogdu, Aykut Koc +1
Recognition of objects with subtle differences has been used in many practical applications, such as car model recognition and maritime vessel identification. For discrimination of…