Martin Jägersand

Affiliations:
  • University of Alberta, Edmonton, Canada


According to our database1, Martin Jägersand authored at least 156 papers between 1995 and 2024.

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

Timeline

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Bibliography

2024
Investigating the Benefits of Nonlinear Action Maps in Data-Driven Teleoperation.
CoRR, 2024

Robot Manipulation in Salient Vision through Referring Image Segmentation and Geometric Constraints.
CoRR, 2024

Revisiting Sparse Rewards for Goal-Reaching Reinforcement Learning.
RLJ, 2024

CLIPUNetr: Assisting Human-robot Interface for Uncalibrated Visual Servoing Control with CLIP-driven Referring Expression Segmentation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
Bridging Low-level Geometry to High-level Concepts in Visual Servoing of Robot Manipulation Task Using Event Knowledge Graphs and Vision-Language Models.
CoRR, 2023

Deep Probabilistic Movement Primitives with a Bayesian Aggregator.
IROS, 2023

Dynamic Decision Frequency with Continuous Options.
IROS, 2023

Learning State Conditioned Linear Mappings for Low-Dimensional Control of Robotic Manipulators.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022
Variable-Decision Frequency Option Critic.
CoRR, 2022

A Simple Decentralized Cross-Entropy Method.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Quantitative Analysis of Activities of Daily Living: Insights into Improving Functional Independence with Assistive Robotics.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Generalizable task representation learning from human demonstration videos: a geometric approach.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Offline Learning of Counterfactual Predictions for Real-World Robotic Reinforcement Learning.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021
Deep snippet selective network for weakly supervised temporal action localization.
Pattern Recognit., 2021

Video Class Agnostic Segmentation with Contrastive Learning for Autonomous Driving.
CoRR, 2021

Boundary-Aware Segmentation Network for Mobile and Web Applications.
CoRR, 2021

Assistive arm and hand manipulation: How does current research intersect with actual healthcare needs?
CoRR, 2021

TUN-Det: A Novel Network for Thyroid Ultrasound Nodule Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

A Generative Model-Based Predictive Display for Robotic Teleoperation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Analyzing Neural Jacobian Methods in Applications of Visual Servoing and Kinematic Control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Video Class Agnostic Segmentation Benchmark for Autonomous Driving.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
U<sup>2</sup>-Net: Going deeper with nested U-structure for salient object detection.
Pattern Recognit., 2020

Offline Learning of Counterfactual Perception as Prediction for Real-World Robotic Reinforcement Learning.
CoRR, 2020

Understanding Contexts Inside Robot and Human Manipulation Tasks through a Vision-Language Model and Ontology System in a Video Stream.
CoRR, 2020

Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Inputs.
CoRR, 2020

A Geometric Perspective on Visual Imitation Learning.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Understanding Contexts Inside Robot and Human Manipulation Tasks through Vision-Language Model and Ontology System in Video Streams.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Visual Geometric Skill Inference by Watching Human Demonstration.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Mapless Navigation among Dynamics with Social-safety-awareness: a reinforcement learning approach from 2D laser scans.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Bridging Visual Perception with Contextual Semantics for Understanding Robot Manipulation Tasks.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019
One-Shot Weakly Supervised Video Object Segmentation.
CoRR, 2019

Constructing Dynamic Knowledge Graph for Visual Semantic Understanding and Applications in Autonomous Robotics.
CoRR, 2019

Long range teleoperation for fine manipulation tasks under time-delay network conditions.
CoRR, 2019

Evaluation of state representation methods in robot hand-eye coordination learning from demonstration.
CoRR, 2019

Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting.
Proceedings of the International Conference on Robotics and Automation, 2019

Robot eye-hand coordination learning by watching human demonstrations: a task function approximation approach.
Proceedings of the International Conference on Robotics and Automation, 2019

Online Object and Task Learning via Human Robot Interaction.
Proceedings of the International Conference on Robotics and Automation, 2019

AMP: Adaptive Masked Proxies for Few-Shot Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

BASNet: Boundary-Aware Salient Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Accurate Outline Extraction of Individual Building From Very High-Resolution Optical Images.
IEEE Geosci. Remote. Sens. Lett., 2018

Video Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting.
CoRR, 2018

Online Tool and Task learning via Human Robot Interaction.
CoRR, 2018

ByLabel: A Boundary Based Semi-Automatic Image Annotation Tool.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

MODNet: Motion and Appearance based Moving Object Detection Network for Autonomous Driving.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

End-to-end detection-segmentation network with ROI convolution.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Segmentation-by-detection: A cascade network for volumetric medical image segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Real-Time Segmentation with Appearance, Motion and Geometry.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Real-Time Edge Template Tracking via Homography Estimation.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Incremental 3D Line Segment Extraction from Semi-dense SLAM.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

RTSeg: Real-Time Semantic Segmentation Comparative Study.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Comparative Study of Real-Time Semantic Segmentation for Autonomous Driving.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Dynamic Visual Servoing for a Quadrotor Using a Virtual Camera.
Unmanned Syst., 2017

MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving.
CoRR, 2017

3D Line Segments Extraction from Semi-dense SLAM.
CoRR, 2017

4-DoF Tracking for Robot Fine Manipulation Tasks.
CoRR, 2017

Recurrent Fully Convolutional Networks for Video Segmentation.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Unifying Registration Based Tracking: A Case Study with Structural Similarity.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

A Deep Level Set Method for Image Segmentation.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

Convolutional gated recurrent networks for video semantic segmentation in automated driving.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Deep semantic segmentation for automated driving: Taxonomy, roadmap and challenges.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Incremental learning for robot perception through HRI.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Modular tracking framework: A fast library for high precision tracking.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Real-time salient closed boundary tracking via line segments perceptual grouping.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Flexible virtual fixture interface for path specification in tele-manipulation.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Convolutional gated recurrent networks for video segmentation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

4-DoF Tracking for Robot Fine Manipulation Tasks.
Proceedings of the 14th Conference on Computer and Robot Vision, 2017

A comparison of smartphone interfaces for teleoperation of robot arms.
Proceedings of the 2017 XLIII Latin American Computer Conference, 2017

Real-Time Salient Closed Boundary Tracking using Perceptual Grouping and Shape Priors.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Body Composition Assessment in Axial CT Images Using FEM-Based Automatic Segmentation of Skeletal Muscle.
IEEE Trans. Medical Imaging, 2016

Adaptive visual servoing of UAVs using a virtual camera.
IEEE Trans. Aerosp. Electron. Syst., 2016

Dynamic IBVS of a rotary wing UAV using line features.
Robotica, 2016

Registration based Tracking with Structural Similarity : A Unifying Formulation.
CoRR, 2016

Modular Tracking Framework: A Unified Approach to Registration based Tracking.
CoRR, 2016

Parking-stall vacancy indicator system, based on deep convolutional neural networks.
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

ViTa: Visual task specification interface for manipulation with uncalibrated visual servoing.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Building facade recognition from aerial images using Delaunay Triangulation induced feature perceptual grouping.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Modular Decomposition and Analysis of Registration Based Trackers.
Proceedings of the 13th Conference on Computer and Robot Vision, 2016

Practical Considerations of Uncalibrated Visual Servoing.
Proceedings of the 13th Conference on Computer and Robot Vision, 2016

2015
Active appearance model search using partial least squares regression.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

Visual pointing gestures for bi-directional human robot interaction in a pick-and-place task.
Proceedings of the 24th IEEE International Symposium on Robot and Human Interactive Communication, 2015

Tracking benchmark and evaluation for manipulation tasks.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

VIBI: Assistive vision-based interface for robot manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

On-line reconstruction based predictive display in unknown environment.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

RKLT: 8 DOF Real-Time Robust Video Tracking Combing Coarse Ransac Features and Accurate Fast Template Registration.
Proceedings of the 12th Conference on Computer and Robot Vision, 2015

On Visual Servoing to Improve Performance of Robotic Grasping.
Proceedings of the 12th Conference on Computer and Robot Vision, 2015

2014
Stacked Multiscale Feature Learning for Domain Independent Medical Image Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Interactive Teleoperation Interface for Semi-autonomous Control of Robot Arms.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2014

IBVS of a rotary wing UAV using line features.
Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014

2013
Realtime Registration-Based Tracking via Approximate Nearest Neighbour Search.
Proceedings of the Robotics: Science and Systems IX, Technische Universität Berlin, Berlin, Germany, June 24, 2013

A Variational Formulation for Discrete Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

FEM-based automatic segmentation of muscle and fat tissues from thoracic CT images.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

A FEM deformable mesh for active region segmentation.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

SEPO: Selecting by pointing as an intuitive human-robot command interface.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Towards Practical Visual Servoing in Robotics.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

2012
Tumor invasion margin on the Riemannian space of brain fibers.
Medical Image Anal., 2012

3D variational brain tumor segmentation using Dirichlet priors on a clustered feature set.
Int. J. Comput. Assist. Radiol. Surg., 2012

Robust sampling-based planning for uncalibrated visual servoing.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Unimodal asymmetric interface for teleoperation of mobile manipulators: A user study.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

2011
Basis constrained 3D scene flow on a dynamic proxy.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
Three-view uncalibrated visual servoing.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Predictive display for mobile manipulators in unknown environments using online vision-based monocular modeling and localization.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Robust Jacobian estimation for uncalibrated visual servoing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Performance evaluation of monocular predictive display.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Stability effects of finite difference methods on a mathematical tumor growth model.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Fast FEM-Based Non-Rigid Registration.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

View Dependent Texturing Using a Linear Basis.
Proceedings of the Image and Geometry Processing for 3-D Cinematography, 2010

Wavelet-Based Inverse Light and Reflectance from Images of a Known Object.
Proceedings of the Image and Geometry Processing for 3-D Cinematography, 2010

2009
3D SSD tracking with estimated 3D planes.
Image Vis. Comput., 2009

An interactive graph cut method for brain tumor segmentation.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

3D variational brain tumor segmentation on a clustered feature set.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Model-based and model-free reinforcement learning for visual servoing.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Tracking human joint motion for turntable-based static model reconstruction.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Towards Learning Robotic Reaching and Pointing: An Uncalibrated Visual Servoing Approach.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009

2008
Realtime Visualization of Monocular Data for 3D Reconstruction.
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

2007
Global visual-motor estimation for uncalibrated visual servoing.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

On with the Visuomotor Function: A 6DOF Adaptive Approach for Modeling Image-Based Variations and Visual Servoing.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

3D Variational Brain Tumor Segmentation using a High Dimensional Feature Set.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Wavelet-based Light Reconstruction from a Single Image.
Proceedings of the Fourth Canadian Conference on Computer and Robot Vision (CRV 2007), 2007

2006
Adaptive Control for Estimating Translations from Image-based Variations.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Variational Shape and Reflectance Estimation Under Changing Light and Viewpoints.
Proceedings of the Computer Vision, 2006

Robust SSD tracking with incremental 3D structure estimation.
Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

Object Centered Stereo: Displacement Map Estimation Using Texture and Shading.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
A Panoramic Model for Remote Robot Environment Mapping and Predictive Display.
Int. J. Robotics Autom., 2005

Uncalibrated visual servoing using a biased Newton method for on-line singularity detection and avoidance.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

Incremental Learning for Mapping Image Variations to Actions.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Tracking and Predictive Display for a Remote Operated Robot using Uncalibrated Video.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Singularity Avoidance in Uncalibrated Visual Servoing.
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005

2004
Displacement mapping with ray-casting in hardware.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2004

3D SSD Tracking from Uncalibrated Video.
Proceedings of the Spatial Coherence for Visual Motion Analysis, 2004

Learning based visual servoing.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

A Quick and Automatic Image Based Modeling and Rendering System.
Proceedings of the 25th Annual Conference of the European Association for Computer Graphics, 2004

Modulating View-dependent Textures.
Proceedings of the 25th Annual Conference of the European Association for Computer Graphics, 2004

Approximating the Visuomotor Function for Visual Servoing.
Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004

Evaluation of Model Independent Image-Based Visual Servoing.
Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004

Visual Tracking Using Active Appearance Models.
Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004

2003
Editing Real World Scenes: Augmented Reality with Image-based Rendering.
Proceedings of the IEEE Virtual Reality Conference 2003 (VR 2003), 2003

Recent Methods for Image-Based Modeling and Rendering.
Proceedings of the IEEE Virtual Reality Conference 2003 (VR 2003), 2003

Tracking the Pose of Objects through Subspace.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

A Comparison of Viewing Geometries for Augmented Reality.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Predictive display system for tele-manipulation using image-based modeling and rendering.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

Predictive display models for tele-manipulation from uncalibrated camera-capture of scene geometry and appearance.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

Image-based localization with depth-enhanced image map.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

2002
Dynamic Textures for Image-based Rendering of Fine-Scale 3D Structure and Animation of Non-rigid Motion.
Comput. Graph. Forum, 2002

A Comparative Analysis of Geometric and Image-Based Volumetric and Intensity Data Registration Algorithms.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

Tracking and Rendering Using Dynamic Textures on Geometric Structure from Motion.
Proceedings of the Computer Vision, 2002

2001
Image-based predictive display for high d.o.f. uncalibrated tele-manipulation using affine and intensity subspace models.
Adv. Robotics, 2001

2000
Uncalibrated hybrid force-vision manipulation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2000

Image based Animation from Learned Visual-Motor Models.
Proceedings of the Computer Animation 2000, 2000

1999
Hierarchical uncalibrated predictive display for a 16 DOF Utah/MIT hand.
Proceedings of the Proceedings 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human and Environment Friendly Robots with High Intelligence and Emotional Quotients, 1999

A Hierarchical Vision Architecture for Robotic Manipulation Tasks.
Proceedings of the Computer Vision Systems, First International Conference, 1999

Image Based Predictive Display for Tele-Manipulation.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999

1997
Experimental evaluation of uncalibrated visual servoing for precision manipulation.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

Image Based View Synthesis of Articulated Agents.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Acquiring Visual-Motor Models for Precision Manipulation with Robot Hands.
Proceedings of the Computer Vision, 1996

1995
Saliency Maps and Attention Selection in Scale and Spatial Coordinates: An Information Theoretic Approach.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995


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