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.CV2021
DFM: A Performance Baseline for Deep Feature Matching
Ufuk Efe, Kutalmis Gokalp Ince, A. Aydin Alatan
A novel image matching method is proposed that utilizes learned features extracted by an off-the-shelf deep neural network to obtain a promising performance. The proposed method us…
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…