Search Results - "Heng, Lionel"
-
1
3D visual perception for self-driving cars using a multi-camera system: Calibration, mapping, localization, and obstacle detection
Published in Image and vision computing (01-12-2017)“…Cameras are a crucial exteroceptive sensor for self-driving cars as they are low-cost and small, provide appearance information about the environment, and work…”
Get full text
Journal Article -
2
Vision-Controlled Micro Flying Robots: From System Design to Autonomous Navigation and Mapping in GPS-Denied Environments
Published in IEEE robotics & automation magazine (01-09-2014)“…Autonomous microhelicopters will soon play a major role in tasks like search and rescue, environment monitoring, security surveillance, and inspection. If they…”
Get full text
Journal Article -
3
Real-Time Direct Dense Matching on Fisheye Images Using Plane-Sweeping Stereo
Published in 2014 2nd International Conference on 3D Vision (01-12-2014)“…In this paper, we propose an adaptation of camera projection models for fisheye cameras into the plane-sweeping stereo matching algorithm. This adaptation…”
Get full text
Conference Proceeding -
4
Automatic Targetless Extrinsic Calibration of Multiple 3D LiDARs and Radars
Published in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (24-10-2020)“…Many self-driving vehicles use a multi-sensor system comprising multiple 3D LiDAR and radar sensors for robust all-round perception. Precise calibration of…”
Get full text
Conference Proceeding -
5
Self-calibration and visual SLAM with a multi-camera system on a micro aerial vehicle
Published in Autonomous robots (01-10-2015)“…The use of a multi-camera system enables a robot to obtain a surround view, and thus, maximize its perceptual awareness of its environment. If vision-based…”
Get full text
Journal Article -
6
PIXHAWK: A micro aerial vehicle design for autonomous flight using onboard computer vision
Published in Autonomous robots (01-08-2012)“…We describe a novel quadrotor Micro Air Vehicle (MAV) system that is designed to use computer vision algorithms within the flight control loop. The main…”
Get full text
Journal Article -
7
Leveraging Image-based Localization for Infrastructure-based Calibration of a Multi-camera Rig
Published in Journal of field robotics (01-08-2015)“…Most existing calibration methods for multi‐camera rigs are computationally expensive, use installations of known fiducial markers, and require expert…”
Get full text
Journal Article -
8
Semi-direct visual odometry for a fisheye-stereo camera
Published in 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01-10-2016)“…We present a semi-direct visual odometry algorithm for a fisheye-stereo camera. In a tracking thread, we simultaneously track oriented patches and estimate the…”
Get full text
Conference Proceeding -
9
Continuous-time Radar-inertial Odometry for Automotive Radars
Published in 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (27-09-2021)“…We present an approach for radar-inertial odometry which uses a continuous-time framework to fuse measurements from multiple automotive radars and an inertial…”
Get full text
Conference Proceeding -
10
Autonomous Visual Mapping and Exploration With a Micro Aerial Vehicle
Published in Journal of field robotics (01-07-2014)“…Cameras are a natural fit for micro aerial vehicles (MAVs) due to their low weight, low power consumption, and two‐dimensional field of view. However,…”
Get full text
Journal Article -
11
CamOdoCal: Automatic intrinsic and extrinsic calibration of a rig with multiple generic cameras and odometry
Published in 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems (01-11-2013)“…Multiple cameras are increasingly prevalent on robotic and human-driven vehicles. These cameras come in a variety of wide-angle, fish-eye, and catadioptric…”
Get full text
Conference Proceeding -
12
A multiple-camera system calibration toolbox using a feature descriptor-based calibration pattern
Published in 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems (01-11-2013)“…This paper presents a novel feature descriptor-based calibration pattern and a Matlab toolbox which uses the specially designed pattern to easily calibrate…”
Get full text
Conference Proceeding -
13
Vision-based autonomous mapping and exploration using a quadrotor MAV
Published in 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (01-10-2012)“…In this paper, we describe our autonomous vision-based quadrotor MAV system which maps and explores unknown environments. All algorithms necessary for…”
Get full text
Conference Proceeding -
14
Towards Robust Visual Odometry with a Multi-Camera System
Published in 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01-10-2018)“…We present a visual odometry (VO) algorithm for a multi-camera system and robust operation in challenging environments. Our algorithm consists of a pose…”
Get full text
Conference Proceeding -
15
Direct visual odometry for a fisheye-stereo camera
Published in 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01-09-2017)“…We present a direct visual odometry algorithm for a fisheye-stereo camera. Our algorithm performs simultaneous camera motion estimation and semi-dense…”
Get full text
Conference Proceeding -
16
Real-time 3D navigation for autonomous vision-guided MAVs
Published in 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01-09-2015)“…Autonomous navigation of micro aerial vehicles (MAVs) in a-priori unknown environments is one of the most challenging problems in robotics. First, a MAV has to…”
Get full text
Conference Proceeding -
17
Toward automated driving in cities using close-to-market sensors: An overview of the V-Charge Project
Published in 2013 IEEE Intelligent Vehicles Symposium (IV) (01-06-2013)“…Future requirements for drastic reduction of CO 2 production and energy consumption will lead to significant changes in the way we see mobility in the years to…”
Get full text
Conference Proceeding -
18
Efficient visual exploration and coverage with a micro aerial vehicle in unknown environments
Published in 2015 IEEE International Conference on Robotics and Automation (ICRA) (01-05-2015)“…In this paper, we propose a novel and computationally efficient algorithm for simultaneous exploration and coverage with a vision-guided micro aerial vehicle…”
Get full text
Conference Proceeding -
19
A 4-point algorithm for relative pose estimation of a calibrated camera with a known relative rotation angle
Published in 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems (01-11-2013)“…We propose an algorithm to estimate the relative camera pose using four feature correspondences and one relative rotation angle measurement. The algorithm can…”
Get full text
Conference Proceeding -
20
Real-time photo-realistic 3D mapping for micro aerial vehicles
Published in 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems (01-09-2011)“…We present a real-time photo-realistic 3D mapping framework for micro aerial vehicles (MAVs). RGBD images are generated from either stereo or structured light…”
Get full text
Conference Proceeding