2 citations · 3 across the 4 of their papers we have counts for
4 papers · 1 filter
PAS-MEF: Multi-exposure image fusion based on principal component analysis, adaptive well-exposedness and saliency map
Diclehan Karakaya, Oguzhan Ulucan, Mehmet Turkan
High dynamic range (HDR) imaging enables to immortalize natural scenes similar to the way that they are perceived by human observers. With regular low dynamic range (LDR) capture/d…
Convolutional Neural Networks: A Binocular Vision Perspective
Yigit Oktar, Diclehan Karakaya, Oguzhan Ulucan +1
It is arguable that whether the single camera captured (monocular) image datasets are sufficient enough to train and test convolutional neural networks (CNNs) for imitating the bio…
Autonomous Cars: Vision based Steering Wheel Angle Estimation
Kemal Alkin Gunbay, Mert Arikan, Mehmet Turkan
Machine learning models, which are frequently used in self-driving cars, are trained by matching the captured images of the road and the measured angle of the steering wheel. The a…
Boosting Dictionary Learning with Error Codes
Yigit Oktar, Mehmet Turkan
In conventional sparse representations based dictionary learning algorithms, initial dictionaries are generally assumed to be proper representatives of the system at hand. However,…