Zoltan-Csaba Marton

Orcid: 0000-0002-3035-493X

Affiliations:
  • DLR, Germany


According to our database1, Zoltan-Csaba Marton authored at least 67 papers between 2007 and 2021.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2021
Unknown Object Segmentation from Stereo Images.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Searching for Objects in Human Living Environments based on Relevant Inferred and Mined Priors.
Proceedings of the 10th European Conference on Mobile Robots, 2021

2020
Augmented Autoencoders: Implicit 3D Orientation Learning for 6D Object Detection.
Int. J. Comput. Vis., 2020

Multi-Path Learning for Object Pose Estimation Across Domains.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Discriminative regularization of the latent manifold of variational auto-encoders.
J. Vis. Commun. Image Represent., 2019

Towards Autonomous Planetary Exploration - The Lightweight Rover Unit (LRU), its Success in the SpaceBotCamp Challenge, and Beyond.
J. Intell. Robotic Syst., 2019

RoboSherlock: Cognition-enabled Robot Perception for Everyday Manipulation Tasks.
CoRR, 2019

Multi-path Learning for Object Pose Estimation Across Domains.
CoRR, 2019

Introspective Robot Perception Using Smoothed Predictions from Bayesian Neural Networks.
Proceedings of the Robotics Research, 2019

Visual Repetition Sampling for Robot Manipulation Planning.
Proceedings of the International Conference on Robotics and Automation, 2019

2018
Improving object orientation estimates by considering multiple viewpoints - Orientation histograms of symmetries and measurement models for view selection.
Auton. Robots, 2018

Simultaneous Calibration and Mapping.
Proceedings of the 2018 International Symposium on Experimental Robotics, 2018

6DoF Pose Estimation for Industrial Manipulation Based on Synthetic Data.
Proceedings of the 2018 International Symposium on Experimental Robotics, 2018

Semantic Labeling of Indoor Environments from 3D RGB Maps.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Autonomous Bipedal Humanoid Grasping with Base Repositioning and Whole-Body Control.
Proceedings of the 18th IEEE-RAS International Conference on Humanoid Robots, 2018

Implicit 3D Orientation Learning for 6D Object Detection from RGB Images.
Proceedings of the Computer Vision - ECCV 2018, 2018

Applicability of Deep Learned vs Traditional Features for Depth Based Classification.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2018

Material Classification through Knocking and Grasping by Learning of Structure-Borne Sound under Changing Acoustic Conditions.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017
Selecting CNN features for online learning of 3D objects.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

A method for hand-eye and camera-to-camera calibration for limited fields of view.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Robot-to-Camera Calibration: A Generic Approach Using 6D Detections.
Proceedings of the First IEEE International Conference on Robotic Computing, 2017

Experience-based optimization of robotic perception.
Proceedings of the 18th International Conference on Advanced Robotics, 2017

Storing and retrieving perceptual episodic memories for long-term manipulation tasks.
Proceedings of the 18th International Conference on Advanced Robotics, 2017

How Robots Learn to Classify New Objects Trained from Small Data Sets.
Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

On the Use of the Tree Structure of Depth Levels for Comparing 3D Object Views.
Proceedings of the Computer Analysis of Images and Patterns, 2017

2016
Automatic scene parsing for generic object descriptions using shape primitives.
Robotics Auton. Syst., 2016

Improving object classification robustness in RGB-D using adaptive SVMs.
Multim. Tools Appl., 2016

Monte Carlo Registration and Its Application with Autonomous Robots.
J. Sensors, 2016

Active classifier selection for RGB-D object categorization using a Markov random field ensemble method.
Proceedings of the Ninth International Conference on Machine Vision, 2016

The LRU Rover for Autonomous Planetary Exploration and Its Success in the SpaceBotCamp Challenge.
Proceedings of the 2016 International Conference on Autonomous Robot Systems and Competitions, 2016

Evaluation and improvement of global pose estimation with multiple AprilTags for industrial manipulators.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

On-the-fly particle filter registration for laser data.
Proceedings of the IEEE International Conference on Automation, 2016

Multi-view orientation estimation using Bingham mixture models.
Proceedings of the IEEE International Conference on Automation, 2016

2015
Depth-based tracking with physical constraints for robot manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

RoboSherlock: Unstructured information processing for robot perception.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Binaural bearing only tracking of stationary sound sources in reverberant environment.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

2014
Multi-cue Perception for Robotic Object Manipulation : How Spatio-temporal Integration of Multi-modal Information Aids Task Execution.
PhD thesis, 2014

Part-Based Geometric Categorization and Object Reconstruction in Cluttered Table-Top Scenes - Paper Type: Categories (7) and (5).
J. Intell. Robotic Syst., 2014

Evaluation of feature selection and model training strategies for object category recognition.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

2013
Ensembles of strong learners for multi-cue classification.
Pattern Recognit. Lett., 2013

Feature based particle filter registration of 3D surface models and its application in robotics.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Sample consensus fitting of bivariate polynomials for initializing EM-based modeling of smooth 3D surfaces.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Combining object modeling and recognition for active scene exploration.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Tracking-based interactive segmentation of textureless objects.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012
Tutorial: Point Cloud Library: Three-Dimensional Object Recognition and 6 DOF Pose Estimation.
IEEE Robotics Autom. Mag., 2012

Object Categorization in Clutter Using Additive Features and Hashing of Part-Graph Descriptors.
Proceedings of the Spatial Cognition VIII - International Conference, 2012

Robustly Segmenting Cylindrical and Box-like Objects in Cluttered Scenes using Depth Cameras.
Proceedings of the ROBOTIK 2012, 2012

2011
Furniture Models Learned from the WWW.
IEEE Robotics Autom. Mag., 2011

Combined 2D-3D categorization and classification for multimodal perception systems.
Int. J. Robotics Res., 2011

Autonomous semantic mapping for robots performing everyday manipulation tasks in kitchen environments.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

2010
Automatic Layered 3D Reconstruction of Simplified Object Models for Grasping.
Proceedings of the ISR/ROBOTIK 2010, Proceedings for the joint conference of ISR 2010 (41st Internationel Symposium on Robotics) und ROBOTIK 2010 (6th German Conference on Robotics), 7-9 June 2010, Munich, Germany, 2010

General 3D modelling of novel objects from a single view.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Hierarchical object geometric categorization and appearance classification for mobile manipulation.
Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010

Perception and probabilistic anchoring for dynamic world state logging.
Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010

2009
Reconstruction and Verification of 3D Object Models for Grasping.
Proceedings of the Robotics Research - The 14th International Symposium, 2009

Model-based and learned semantic object labeling in 3D point cloud maps of kitchen environments.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Close-range scene segmentation and reconstruction of 3D point cloud maps for mobile manipulation in domestic environments.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Probabilistic categorization of kitchen objects in table settings with a composite sensor.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

On fast surface reconstruction methods for large and noisy point clouds.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Partial view modeling and validation in 3D laser scans for grasping.
Proceedings of the 9th IEEE-RAS International Conference on Humanoid Robots, 2009

2008
Towards 3D Point cloud based object maps for household environments.
Robotics Auton. Syst., 2008

Action recognition in intelligent environments using point cloud features extracted from silhouette sequences.
Proceedings of the 17th IEEE International Symposium on Robot and Human Interactive Communication, 2008

The Assistive Kitchen - A demonstration scenario for cognitive technical systems.
Proceedings of the 17th IEEE International Symposium on Robot and Human Interactive Communication, 2008

Functional object mapping of kitchen environments.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008

Aligning point cloud views using persistent feature histograms.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008

Learning informative point classes for the acquisition of object model maps.
Proceedings of the 10th International Conference on Control, 2008

2007
Towards 3D object maps for autonomous household robots.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007


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