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Tolga Özaslan

5 accepted papers

2019

MAVNet: An Effective Semantic Segmentation Micro-Network for MAV-Based Tasks

RA-L 2019

Real-time semantic image segmentation on platforms subject to size, weight, and power constraints is a key area of interest for air surveillance and inspection. In this letter, we propose MAVNet: a small, light-weight, deep neural network for real-time semantic segmentation on micro aerial vehicles

Cited by 38SourcecodeScholar
2018

Spatio-Temporally Smooth Local Mapping and State Estimation Inside Generalized Cylinders With Micro Aerial Vehicles

RA-L 2018

In this letter, we consider state estimation and local mapping with a micro aerial vehicle inside a tunnel that can be modeled as a generalized cylinder, using a three-dimensional lidar and an inertial measurement unit. This axisymmetric environment poses unique challenges in terms of localization a

Cited by 17SourceScholar
2018

The Multivehicle Stereo Event Camera Dataset: An Event Camera Dataset for 3D Perception

RA-L 2018

Event-based cameras are a new passive sensing modality with a number of benefits over traditional cameras, including extremely low latency, asynchronous data acquisition, high dynamic range, and very low power consumption. There has been a lot of recent interest and development in applying algorithm

Cited by 583SourceScholar
2017

Autonomous Navigation and Mapping for Inspection of Penstocks and Tunnels With MAVs

RA-L 2017

In this paper, we address the estimation, control, navigation and mapping problems to achieve autonomous inspection of penstocks and tunnels using aerial vehicles with on-board sensing and computation. Penstocks and tunnels have the shape of a generalized cylinder. They are generally dark and featur

Cited by 135SourceScholar
2016

Towards fully autonomous visual inspection of dark featureless dam penstocks using MAVs

IROS 2016poster

In the last decade, multi-rotor Micro Aerial Vehicles (MAVs) have attracted great attention from robotics researchers. Offering affordable agility and maneuverability, multi-rotor aircrafts have become the most commonly used platforms for robotics applications. Amongst the most promising application…

Cited by 47SourceScholar