Steven Lake Waslander

Orcid: 0000-0003-4217-4415

Affiliations:
  • University of Toronto, Institute for Aerospace Studies, ON, Canada
  • University of Waterloo, Department of Mechanical and Mechatronics Engineering, Canada (former)


According to our database1, Steven Lake Waslander authored at least 139 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Bayesian Embeddings for Few-Shot Open World Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction.
CoRR, 2024

SWTrack: Multiple Hypothesis Sliding Window 3D Multi-Object Tracking.
CoRR, 2024

UncertaintyTrack: Exploiting Detection and Localization Uncertainty in Multi-Object Tracking.
CoRR, 2024

Feature Density Estimation for Out-of-Distribution Detection via Normalizing Flows.
CoRR, 2024

2023
LMDrive: Closed-Loop End-to-End Driving with Large Language Models.
CoRR, 2023

Multiple View Geometry Transformers for 3D Human Pose Estimation.
CoRR, 2023

Uncertainty-aware 3D Object-Level Mapping with Deep Shape Priors.
CoRR, 2023

Active Pose Refinement for Textureless Shiny Objects using the Structured Light Camera.
CoRR, 2023

Multi-view 3D Object Reconstruction and Uncertainty Modelling with Neural Shape Prior.
CoRR, 2023

A Target-Based Extrinsic Calibration Framework for Non-Overlapping Camera-Lidar Systems Using a Motion Capture System.
CoRR, 2023

Assessing Distribution Shift in Probabilistic Object Detection Under Adverse Weather.
IEEE Access, 2023

Dense Voxel Fusion for 3D Object Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Efficient Reinforcement Learning for Autonomous Driving with Parameterized Skills and Priors.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

POV-SLAM: Probabilistic Object-Aware Variational SLAM in Semi-Static Environments.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

6D Pose Estimation for Textureless Objects on RGB Frames using Multi-View Optimization.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

ReasonNet: End-to-End Driving with Temporal and Global Reasoning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Next-Best-View Selection for Robot Eye-in-Hand Calibration.
Proceedings of the 20th Conference on Robots and Vision, 2023

HyperMODEST: Self-Supervised 3D Object Detection with Confidence Score Filtering.
Proceedings of the 20th Conference on Robots and Vision, 2023

InterTrack: Interaction Transformer for 3D Multi-Object Tracking.
Proceedings of the 20th Conference on Robots and Vision, 2023

Gradient-Based Maximally Interfered Retrieval for Domain Incremental 3D Object Detection.
Proceedings of the 20th Conference on Robots and Vision, 2023

Towards Open World NeRF-Based SLAM.
Proceedings of the 20th Conference on Robots and Vision, 2023

Class Instance Balanced Learning for Long-Tailed Classification.
Proceedings of the 20th Conference on Robots and Vision, 2023

ProPanDL: A Modular Architecture for Uncertainty-Aware Panoptic Segmentation.
Proceedings of the 20th Conference on Robots and Vision, 2023

Estimating Regression Predictive Distributions with Sample Networks.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving.
IEEE Trans. Intell. Transp. Syst., 2022

Accurate Prediction and Uncertainty Estimation using Decoupled Prediction Interval Networks.
CoRR, 2022

POCD: Probabilistic Object-Level Change Detection and Volumetric Mapping in Semi-Static Scenes.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

LiDAR-MIMO: Efficient Uncertainty Estimation for LiDAR-based 3D Object Detection.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Next-Best-View Prediction for Active Stereo Cameras and Highly Reflective Objects.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Point Density-Aware Voxels for LiDAR 3D Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Temporal Convolutions for Multi-Step Quadrotor Motion Prediction.
Proceedings of the 19th Conference on Robots and Vision, 2022

2021
Controller Class for Rigid Body Tracking on $\mathsf {SO}(3)$.
IEEE Trans. Autom. Control., 2021

Probabilistic Multi-View Fusion of Active Stereo Depth Maps for Robotic Bin-Picking.
IEEE Robotics Autom. Lett., 2021

Learned Camera Gain and Exposure Control for Improved Visual Feature Detection and Matching.
IEEE Robotics Autom. Lett., 2021

Uncertainty-Constrained Differential Dynamic Programming in Belief Space for Vision Based Robots.
IEEE Robotics Autom. Lett., 2021

Canadian Adverse Driving Conditions dataset.
Int. J. Robotics Res., 2021

Pattern-Aware Data Augmentation for LiDAR 3D Object Detection.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

UrbanNet: Leveraging Urban Maps for Long Range 3D Object Detection.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

ROBI: A Multi-View Dataset for Reflective Objects in Robotic Bin-Picking.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors.
Proceedings of the 9th International Conference on Learning Representations, 2021

DC-VINS: Dynamic Camera Visual Inertial Navigation System with Online Calibration.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Categorical Depth Distribution Network for Monocular 3D Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Sequential Fusion via Bounding Box and Motion PointPainting for 3D Objection Detection.
Proceedings of the 18th Conference on Robots and Vision, 2021

2020
Making Sense of the Robotized Pandemic Response: A Comparison of Global and Canadian Robot Deployments and Success Factors.
CoRR, 2020

Vehicle Scheduling Problem.
CoRR, 2020

Path Following for a Class of Underactuated Systems Using Global Parameterization.
IEEE Access, 2020

TruPercept: Trust Modelling for Autonomous Vehicle Cooperative Perception from Synthetic Data.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Controller-Aware Path optimization for Enhancing Path Tracking Performance.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Confidence Guided Stereo 3D Object Detection with Split Depth Estimation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

AC/DCC : Accurate Calibration of Dynamic Camera Clusters for Visual SLAM.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Object-Centric Stereo Matching for 3D Object Detection.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

BayesOD: A Bayesian Approach for Uncertainty Estimation in Deep Object Detectors.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Towards End-to-end Learning of Visual Inertial Odometry with an EKF.
Proceedings of the 17th Conference on Computer and Robot Vision, 2020

Leveraging Temporal Data for Automatic Labelling of Static Vehicles.
Proceedings of the 17th Conference on Computer and Robot Vision, 2020

Feedback Linearizing Controllers on SO(3) using a Global Parametrization.
Proceedings of the 2020 American Control Conference, 2020

2019
Multistep Prediction of Dynamic Systems With Recurrent Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2019

3D traffic flow model for UAVs.
CoRR, 2019

Visual Measurement Integrity Monitoring for UAV Localization.
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2019

Precise Synthetic Image and LiDAR (PreSIL) Dataset for Autonomous Vehicle Perception.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Improving 3D Object Detection for Pedestrians with Virtual Multi-View Synthesis Orientation Estimation.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Monocular 3D Object Detection Leveraging Accurate Proposals and Shape Reconstruction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Network Uncertainty Informed Semantic Feature Selection for Visual SLAM.
Proceedings of the 16th Conference on Computer and Robot Vision, 2019

aUToTrack: A Lightweight Object Detection and Tracking System for the SAE AutoDrive Challenge.
Proceedings of the 16th Conference on Computer and Robot Vision, 2019

2018
Toward a More Complete, Flexible, and Safer Speed Planning for Autonomous Driving via Convex Optimization.
Sensors, 2018

Visual SLAM with Network Uncertainty Informed Feature Selection.
CoRR, 2018

Aerial Imagery for Roof Segmentation: A Large-Scale Dataset towards Automatic Mapping of Buildings.
CoRR, 2018

Multi-Step Prediction of Dynamic Systems with Recurrent Neural Networks.
CoRR, 2018

Hybrid Trajectory Planning for Autonomous Driving in Highly Constrained Environments.
IEEE Access, 2018

A Flexible Simulation and Design Environment for IMU/GNSS Sensors Integration.
Proceedings of the IEEE 61st International Midwest Symposium on Circuits and Systems, 2018

Speed Planning for Autonomous Driving via Convex Optimization.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Leveraging Pre-Trained 3D Object Detection Models for Fast Ground Truth Generation.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Unlimited Road-scene Synthetic Annotation (URSA) Dataset.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Joint 3D Proposal Generation and Object Detection from View Aggregation.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Deep Learning a Quadrotor Dynamic Model for Multi-Step Prediction.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Encoderless Gimbal Calibration of Dynamic Multi-Camera Clusters.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

A Hierarchical Deep Architecture and Mini-batch Selection Method for Joint Traffic Sign and Light Detection.
Proceedings of the 15th Conference on Computer and Robot Vision, 2018

In Defense of Classical Image Processing: Fast Depth Completion on the CPU.
Proceedings of the 15th Conference on Computer and Robot Vision, 2018

Manifold Geometry with Fast Automatic Derivatives and Coordinate Frame Semantics Checking in C++.
Proceedings of the 15th Conference on Computer and Robot Vision, 2018

De-noising of Lidar Point Clouds Corrupted by Snowfall.
Proceedings of the 15th Conference on Computer and Robot Vision, 2018

2017
Multi-Channel Generalized-ICP: A robust framework for multi-channel scan registration.
Robotics Auton. Syst., 2017

Trajectory prediction of traffic agents at urban intersections through learned interactions.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Aggressive vehicle control using polynomial spiral curves.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Autonomous active calibration of a dynamic camera cluster using next-best-view.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

State initialization for recurrent neural network modeling of time-series data.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Condition and Viewpoint Invariant Omni-Directional Place Recognition Using CNN.
Proceedings of the 14th Conference on Computer and Robot Vision, 2017

2016
Three-dimensional Scan Registration using Curvelet Features in Planetary Environments.
J. Field Robotics, 2016

Degenerate motions in multicamera cluster SLAM with non-overlapping fields of view.
Image Vis. Comput., 2016

Internet of Drones.
IEEE Access, 2016

Calibration of a dynamic camera cluster for multi-camera visual SLAM.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

The constriction decomposition method for coverage path planning.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

2015
Multirobot Rendezvous Planning for Recharging in Persistent Tasks.
IEEE Trans. Robotics, 2015

Path Following Using Dynamic Transverse Feedback Linearization for Car-Like Robots.
IEEE Trans. Robotics, 2015

Planning Paths for Package Delivery in Heterogeneous Multirobot Teams.
IEEE Trans Autom. Sci. Eng., 2015

Multi-camera parallel tracking and mapping with non-overlapping fields of view.
Int. J. Robotics Res., 2015

3D Scan Registration using Curvelet Features in Planetary Environments.
CoRR, 2015

Coordinated landing of a quadrotor on a skid-steered ground vehicle in the presence of time delays.
Auton. Robots, 2015

Modelling a Quadrotor Vehicle Using a Modular Deep Recurrent Neural Network.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Autonomous Vehicle Control Near the Limit of Friction.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Stereo Augmented Detection of Lane Marking Boundaries.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Entropy based keyframe selection for Multi-Camera Visual SLAM.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Taming the North: Multi-camera Parallel Tracking and Mapping in Snow-Laden Environments.
Proceedings of the Field and Service Robotics, 2015

2014
Mapping, Planning, and Sample Detection Strategies for Autonomous Exploration.
J. Field Robotics, 2014

Scan registration using segmented region growing NDT.
Int. J. Robotics Res., 2014

Scale recovery in multicamera cluster SLAM with non-overlapping fields of view.
Comput. Vis. Image Underst., 2014

Optimal Path Planning in Cooperative Heterogeneous Multi-robot Delivery Systems.
Proceedings of the Algorithmic Foundations of Robotics XI, 2014

Modular deep Recurrent Neural Network: Application to quadrotors.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Pneumatic trail based slip angle observer with Dugoff tire model.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

MPC based collaborative adaptive cruise control with rear end collision avoidance.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Model-aided state estimation for quadrotor micro air vehicles amidst wind disturbances.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Multi channel generalized-ICP.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Outlier rejection for visual odometry using parity space methods.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Autonomous Maritime Landings for Low-Cost VTOL Aerial Vehicles.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2014

3D Scan Registration Using Curvelet Features.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2014

2013
Underwater stereo SLAM with refraction correction.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

A graph-based approach to multi-robot rendezvous for recharging in persistent tasks.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

3D scan registration using the Normal Distributions Transform with ground segmentation and point cloud clustering.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Hexacopters for everyone: online access to advanced robotics platforms for your research.
Proceedings of the ACM/IEEE 4th International Conference on Cyber-Physical Systems (with CPS Week 2013), 2013

Existence Detection of Objects in Images for Robot Vision Using Saliency Histogram Features.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

Fault tolerant path following for a quadrotor.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012
A Control Systems Concept Inventory Test Design and Assessment.
IEEE Trans. Educ., 2012

Scan registration with multi-scale k-means normal distributions transform.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

A nonlinear path following controller for an underactuated unmanned surface vessel.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Way-point navigation for a skid-steer vehicle in unknown environments.
Proceedings of the Intelligent Robots and Computer Vision XXIX: Algorithms and Techniques, 2012

Path following for a quadrotor using dynamic extension and transverse feedback linearization.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011
Nonlinear aircraft modeling and controller design for target tracking.
Proceedings of the American Control Conference, 2011

Argo Vehicle Simulation of Motion Driven 3D LIDAR Detection and Environment Awareness.
Proceedings of the Autonomous and Intelligent Systems - Second International Conference, 2011

2010
Spiral Bacterial Foraging Optimization method.
Proceedings of the American Control Conference, 2010

Position control of a 6×6 ATV using a MIMO fuzzy controller.
Proceedings of the American Control Conference, 2010

2009
Stanford Testbed of Autonomous Rotorcraft for Multi-Agent Control.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Aerodynamics and control of autonomous quadrotor helicopters in aggressive maneuvering.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

2008
Lump-Sum Markets for Air Traffic Flow Control With Competitive Airlines.
Proc. IEEE, 2008

Locally optimal decomposition for autonomous obstacle avoidance with the Tunnel-MILP algorithm.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2007
Convergence of Lump-Sum Markets with Price-Anticipating Agents.
Proceedings of the American Control Conference, 2007

2006
Efficient Market-Based Air Traffic Flow Control with Competing Airlines.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Mutual Information Methods with Particle Filters for Mobile Sensor Network Control.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

Toward efficient and equitable distributed air traffic flow control.
Proceedings of the American Control Conference, 2006

2005
Multi-agent quadrotor testbed control design: integral sliding mode vs. reinforcement learning.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005


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