2 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…