84 citations · 86 across the 5 of their papers we have counts for
5 papers · 1 filter
A Hybrid 3D Eddy Detection Technique Based on Sea Surface Height and Velocity Field
Weiping Hua, Karen Bemis, Dujuan Kang +2
Eddy detection is a critical task for ocean scientists to understand and analyze ocean circulation. In this paper, we introduce a hybrid eddy detection approach that combines sea s…
Offloading Deep Learning Powered Vision Tasks from UAV to 5G Edge Server with Denoising
Sedat Ozer, Enes Ilhan, Mehmet Akif Ozkanoglu +1
Offloading computationally heavy tasks from an unmanned aerial vehicle (UAV) to a remote server helps improve the battery life and can help reduce resource requirements. Deep learn…
SyNet: An Ensemble Network for Object Detection in UAV Images
Berat Mert Albaba, Sedat Ozer
Recent advances in camera equipped drone applications and their widespread use increased the demand on vision based object detection algorithms for aerial images. Object detection…
Parametric Shape Modeling and Skeleton Extraction with Radial Basis Functions using Similarity Domains Network
Sedat Ozer
We demonstrate the use of similarity domains (SDs) for shape modeling and skeleton extraction. SDs are recently proposed and they can be utilized in a neural network framework to h…
Controlling Steering Angle for Cooperative Self-driving Vehicles utilizing CNN and LSTM-based Deep Networks
Rodolfo Valiente, Mahdi Zaman, Sedat Ozer +1
A fundamental challenge in autonomous vehicles is adjusting the steering angle at different road conditions. Recent state-of-the-art solutions addressing this challenge include dee…