Martin Kampel

Orcid: 0000-0002-5217-2854

Affiliations:
  • TU Wien, Vienna, Autria


According to our database1, Martin Kampel authored at least 155 papers between 1999 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Depth-based interactive assistive system for dementia care.
J. Ambient Intell. Humaniz. Comput., December, 2024

REST-HANDS: Rehabilitation with Egocentric Vision Using Smartglasses for Treatment of Hands after Surviving Stroke.
CoRR, 2024

SPiKE: 3D Human Pose from Point Cloud Sequences.
CoRR, 2024

SHARP: Segmentation of Hands and Arms by Range using Pseudo-Depth for Enhanced Egocentric 3D Hand Pose Estimation and Action Recognition.
CoRR, 2024

Through-Wall Imaging based on WiFi Channel State Information.
CoRR, 2024

Directional Antenna Systems for Long-Range Through-Wall Human Activity Recognition.
CoRR, 2024

Closing the Gap in Human Behavior Analysis: A Pipeline for Synthesizing Trimodal Data.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

Vision-Based Toilet Assistant for People with Dementia in Real-Life Situations.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

FISHing in Uncertainty: Synthetic Contrastive Learning for Genetic Aberration Detection.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2024

Data Augmentation Techniques for Cross-Domain WiFi CSI-Based Human Activity Recognition.
Proceedings of the Artificial Intelligence Applications and Innovations, 2024

GENUINE: Genomic and Nucleus Information Embedding for Single Cell Genetic Alteration Classification in Microscopic Images.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

WiFi CSI-based Long-Range Person Localization Using Directional Antennas.
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Action Recognition from 4D Point Clouds for Privacy-Sensitive Scenarios in Assistive Contexts.
Proceedings of the Computers Helping People with Special Needs, 2024

In My Perspective, in My Hands: Accurate Egocentric 2D Hand Pose and Action Recognition.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Ethical Impact Identification of a Dementia Behaviour Monitoring System.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

2023
Human Action Recognition in Egocentric Perspective Using 2D Object and Hands Pose.
CoRR, 2023

Fairly Private: Investigating The Fairness of Visual Privacy Preservation Algorithms.
CoRR, 2023

WiFi CSI-Based Long-Range Through-Wall Human Activity Recognition with the ESP32.
Proceedings of the Computer Vision Systems: 14th International Conference, 2023

Hands, Objects, Action! Egocentric 2D Hand-Based Action Recognition.
Proceedings of the Computer Vision Systems: 14th International Conference, 2023

Real-Time Supermarket Product Recognition on Mobile Devices Using Scalable Pipelines.
Proceedings of the IEEE International Conference on Image Processing, 2023

A Fast Unified System for 3D Object Detection and Tracking.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Trimodal Dataset: RGB, Thermal, and Depth for Human Segmentation and Temporal Action Detection.
Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

Domain-Adaptive Data Synthesis for Large-Scale Supermarket Product Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 2023

2022
State of the Art of Audio- and Video-Based Solutions for AAL.
CoRR, 2022

Graph-based Shot Type Classification in Large Historical Film Archives.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

On The Nature of Misidentification With Privacy Preserving Algorithms.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Beyond Privacy of Depth Sensors in Active and Assisted Living Devices.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Are Active and Assisted Living applications addressing the main acceptance concerns of their beneficiaries? Preliminary insights from a scoping review.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

HistShot: A Shot Type Dataset based on Historical Documentation during WWII.
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

A Compact Tri-Modal Camera Unit for RGBDT Vision.
Proceedings of the ICMVA 2022: The 5th International Conference on Machine Vision and Applications, Singapore, February 18, 2022

Depth and Thermal Images in Face Detection - A Detailed Comparison Between Image Modalities.
Proceedings of the ICMVA 2022: The 5th International Conference on Machine Vision and Applications, Singapore, February 18, 2022

Historian: A Large-Scale Historical Film Dataset with Cinematographic Annotation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Addressing Privacy Concerns in Depth Sensors.
Proceedings of the Computers Helping People with Special Needs, 2022

2021
Non-obtrusive 3d body tracking for automated mobility assessment in independently living older persons. Results of a pilot trial.
EAI Endorsed Trans. Pervasive Health Technol., 2021

Bias and Fairness in Computer Vision Applications of the Criminal Justice System.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

RITA: A Privacy-Aware Toileting Assistance Designed for People with Dementia.
Proceedings of the Pervasive Computing Technologies for Healthcare, 2021

Privacy preserving getup detection.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Smart toilet seat configuration for more autonomy using an AI-based 3D depth sensor.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Efficient Models for Real-Time Person Segmentation on Mobile Phones.
Proceedings of the 29th European Signal Processing Conference, 2021

A Foundation for 3D Human Behavior Detection in Privacy-Sensitive Domains.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Sensor-Based Toilet Instructions for People with Dementia.
Proceedings of the Advances in Human Factors and System Interactions, 2021

2020
Deep Body-pose Estimation via Synthetic Depth Data: A Case Study.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Overscan Detection in Digitized Analog Films by Precise Sprocket Hole Segmentation.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

Image-based Classification of Honeybees.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

Single-Modal Video Analysis of Personality Traits using Low-Level Visual Features.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

IPT: A Dataset for Identity Preserved Tracking in Closed Domains.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Sdt: A Synthetic Multi-Modal Dataset For Person Detection And Pose Classification.
Proceedings of the IEEE International Conference on Image Processing, 2020

Effective Deep-Learning-Based Depth Data Analysis on Low-Power Hardware for Supporting Elderly Care.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
An Empirical Evaluation of Ten Depth Cameras: Bias, Precision, Lateral Noise, Different Lighting Conditions and Materials, and Multiple Sensor Setups in Indoor Environments.
IEEE Robotics Autom. Mag., 2019

Video Shot Analysis for Digital Curation and Preservation of Historical Films.
Proceedings of the GCH 2019 - Eurographics Workshop on Graphics and Cultural Heritage, 2019

Shot Boundary Detection for Automatic Video Analysis of Historical Films.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

Behavior detection as a privacy-enhancing security technology in prison cells.
Proceedings of the 9th International Conference on Imaging for Crime Detection and Prevention, 2019

2018
An Ontology-Driven Elderly People Home Mobilization Approach.
Proceedings of the First International Workshop on Semantic Web Technologies for Health Data Management, 2018

Automated Timed Up & Go Test for functional decline assessment of older adults.
Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2018

Application of Machine Learning for Automatic MRD Assessment in Paediatric Acute Myeloid Leukaemia.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Multi-View Classification and 3D Bounding Box Regression Networks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

WGAN Latent Space Embeddings for Blast Identification in Childhood Acute Myeloid Leukaemia.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

A Preliminary Study of Image Analysis for Parasite Detection on Honey Bees.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Automated Determination of Gait Parameters Using Depth Based Person Tracking.
Proceedings of the 16th IEEE International Conference on Embedded and Ubiquitous Computing, 2018

2017
A Clinical Tool for Automated Flow Cytometry Based on Machine Learning Methods.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

Deep Objective Image Quality Assessment.
Proceedings of the Computer Analysis of Images and Patterns, 2017

2016
Facial Expression Recognition using Convolutional Neural Networks: State of the Art.
CoRR, 2016

The Role of Machine Learning in Medical Data Analysis. A Case Study: Flow Cytometry.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Person Profiling Using Image and Facial Attributes Analyses on Unconstrained Images Retrieved from Online Sources.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Fall Detection Based on Depth-Data in Practice.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Flow Cytometry based automatic MRD assessment in Acute Lymphoblastic Leukaemia: Longitudinal evaluation of time-specific cell population models.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015
Ancient Coin Classification Using Reverse Motif Recognition: Image-based classification of Roman Republican coins.
IEEE Signal Process. Mag., 2015

Efficient Scale- and Rotation-Invariant Encoding of Visual Words for Image Classification.
IEEE Signal Process. Lett., 2015

Coarse-grained ancient coin classification using image-based reverse side motif recognition.
Mach. Vis. Appl., 2015

PCB Recognition using Local Features for Recycling Purposes.
Proceedings of the VISAPP 2015, 2015

A dataset for computer-vision-based PCB analysis.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Local behavior modeling based on long-term tracking data.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Combining Technical and User Requirement Analysis to Support Wellbeing at the Workplace.
Proceedings of the Ambient Assisted Living. ICT-Based Solutions in Real Life Situations, 2015

Human Centered Scene Understanding Based on 3D Long-Term Tracking Data.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Simplifying Indoor Scenes for Real-Time Manipulation on Mobile Devices.
Proceedings of the Computer Analysis of Images and Patterns, 2015

Acceptance Criteria of Ambient Assistant Living Technologies.
Proceedings of the Assistive Technology, 2015

2014
Reading the legends of Roman Republican coins.
ACM Journal on Computing and Cultural Heritage, 2014

Multi-image morphing: Summarizing visual information from similar ancient coin image regions.
Proceedings of the 2014 International Conference on Virtual Systems & Multimedia, 2014

Detecting Unusual Inactivity by Introducing Activity Histogram Comparisons.
Proceedings of the VISAPP 2014, 2014

A Large-Scale Evaluation of Correspondence-Based Coin Classification on Roman Republican Coinage.
Proceedings of the 12th Eurographics Workshop on Graphics and Cultural Heritage, 2014

Ergonomic-Monitoring of Office Workplaces Using Kinect.
Proceedings of the Ambient Assisted Living and Daily Activities, 2014

Human Centered Scene Understanding Based on Depth Information - How to Deal with Noisy Skeleton Data?
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Classifying Ancient Coins by Local Feature Matching and Pairwise Geometric Consistency Evaluation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Combining Spatial and Temporal Information for Inactivity Modeling.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

A rotation-invariant bag of visual words model for symbols based ancient coin classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Encoding Spatial Arrangements of Visual Words for Rotation-Invariant Image Classification.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

2013
Introducing the use of depth data for fall detection.
Pers. Ubiquitous Comput., 2013

Reading Ancient Coin Legends: Object Recognition vs. OCR
CoRR, 2013

A Bag of Visual Words Approach for Symbols-Based Coarse-Grained Ancient Coin Classification
CoRR, 2013

Introducing a Inter-frame Relational Feature Model for Pedestrian Detection.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

A Local Image Descriptor Robust to Illumination Changes.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Detecting Changes in Elderly's Mobility Using Inactivity Profiles.
Proceedings of the Ambient Assisted Living and Active Aging, 2013

Improving Ancient Roman Coin Classification by Fusing Exemplar-Based Classification and Legend Recognition.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Evaluation of Low-Level Image Representations for Illumination-Insensitive Recognition of Textureless Objects.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

A spatio-temporal feature descriptor for action recognition using feature relations.
Proceedings of the 5th International Conference on Imaging for Crime Detection and Prevention, 2013

Supporting Ancient Coin Classification by Image-Based Reverse Side Symbol Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 2013

Model-Based Vehicle Pose Estimation and Tracking in Videos Using Random Forests.
Proceedings of the 2013 International Conference on 3D Vision, 2013

Sparse Point Cloud Densification by Combining Multiple Segmentation Methods.
Proceedings of the 2013 International Conference on 3D Vision, 2013

2012
Word detection applied to images of ancient Roman coins.
Proceedings of the 18th International Conference on Virtual Systems and Multimedia, 2012

Responsive Open Space: Sound and image in public spaces.
Proceedings of the 18th International Conference on Virtual Systems and Multimedia, 2012

Improved Relational Feature Model for People Detection Using Histogram Similarity Functions.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Coarse-to-Fine Correspondence Search for Classifying Ancient Coins.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

Robust Fall Detection by Combining 3D Data and Fuzzy Logic.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

Classification and Pose Estimation of Vehicles in Videos by 3D Modeling within Discrete-Continuous Optimization.
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012

2011
Identification of ancient coins based on fusion of shape and local features.
Mach. Vis. Appl., 2011

Automatic Coin Classification by Image Matching.
Proceedings of the 12th International Symposium on Virtual Reality, 2011

Emergency System for Elderly - A Computer Vision Based Approach.
Proceedings of the Ambient Assisted Living - Third International Workshop, 2011

Introducing Confidence Maps to Increase the Performance of Person Detectors.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Audiovisual Assistance for the Elderly - An Overview of the FEARLESS Project.
Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011

Exploiting spatial consistency for object classification and pose estimation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Camera auto-calibration using pedestrians and zebra-crossings.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Evaluation of Histogram-Based Similarity Functions for Different Color Spaces.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
Introducing a Statistical Behavior Model into Camera-Based Fall Detection.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Multiple Camera Self-calibration and 3D Reconstruction Using Pedestrians.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Unexpected Human Behavior Recognition in Image Sequences Using Multiple Features.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Interest Point Based Tracking.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A socio-technical approach for event detection in security critical infrastructure.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Improved Motion Segmentation Based on Shadow Detection.
Proceedings of the Progress in Computer Vision and Image Analysis, 2009

Image-Based Retrieval and Identification of Ancient Coins.
IEEE Intell. Syst., 2009

Robust Automatic Segmentation of Ancient Coins.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Color-based and context-aware skin detection for online video annotation.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

High Performance Implementation of License Plate Recognition in Image Sequences.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Robust Number Plate Recognition in Image Sequences.
Proceedings of the IMAGAPP 2009, 2009

Automated multi-camera surveillance for the prevention and investigation of bank robberies in Austria: A case study.
Proceedings of the 3rd International Conference on Imaging for Crime Detection and Prevention, 2009

2008
On the Use of Computer Vision for Numismatic Research.
Proceedings of the 9th International Symposium on Virtual Reality, 2008

An adaptive multiple model approach for fast content-based skin detection in on-line videos.
Proceedings of the 1st ACM Workshop on Analysis and Retrieval of Events/Actions and Workflows in Video Streams, 2008

Recognizing Ancient Coins Based on Local Features.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

2007
Rule based system for archaeological pottery classification.
Pattern Recognit. Lett., 2007

Robust Real-Time Tracking for Visual Surveillance.
EURASIP J. Adv. Signal Process., 2007

From Manual to Automated Optical Recognition of Ancient Coins.
Proceedings of the Virtual Systems and Multimedia, 13th International Conference, 2007

On Ancient Coin Classification.
Proceedings of the 8th International Symposium on Virtual Reality, 2007

Image Based Recognition of Ancient Coins.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006
3D Data Retrieval of Archaeological Pottery.
Proceedings of the Interactive Technologies and Sociotechnical Systems, 2006

3D Data Retrieval for Pottery Documentation.
Proceedings of the Multimedia Content Representation, 2006

Motion Detection Using an Improved Colour Model.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

Automated investigation of archaeological vessels.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Distributed Multi-camera Surveillance for Aircraft Servicing Operations.
Proceedings of the Advances in Visual Computing, First International Symposium, 2005

Investigation on traditional and modern ceramic documentation.
Proceedings of the 2005 International Conference on Image Processing, 2005

Automated Scene Understanding for Airport Aprons.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2004
On 3D Mosaicing of Rotationally Symmetric Ceramic Fragments.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
An automated pottery archival and reconstruction system.
Comput. Animat. Virtual Worlds, 2003

Virtual Vessel Reconstruction from a Fragment?s Profile.
Proceedings of the 4th International Symposium on Virtual Reality, 2003

Providing Multimedia Tools for Recording, Reconstruction, Visualisation and Database Storage/Access of Archaeological Excavations.
Proceedings of the 4th International Symposium on Virtual Reality, 2003

Profile-based Pottery Reconstruction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

Next View Planning for a Combination of Passive and Active Acquisition Techniques.
Proceedings of the 4th International Conference on 3D Digital Imaging and Modeling (3DIM 2003), 2003

Virtual Reconstruction of broken and unbroken Pottery.
Proceedings of the 4th International Conference on 3D Digital Imaging and Modeling (3DIM 2003), 2003

2002
Model-Based Registration of Front- and Backviews of Rotationally Symmetric Objects.
Comput. Vis. Image Underst., 2002

Combining Shape from Silhouette and Shape from Structured Light for Volume Estimation of Archaeological Vessels.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Automated Segmentation of Archaeological Profiles or Classification.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Octree-based Fusion of Shape from Silhouette and Shape from Structured Light.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001
Fitting of a closed planar curve representing a profile of an archaeological fragment.
Proceedings of the 2001 Conference on Virtual Reality, 2001


Automated 3D Recording of Archaeological Pottery.
Proceedings of the International Cultural Heritage Informatics Meeting: Proceedings from ICHIM 2001. Politechnico di Milano, Milan, Italy, September 3-7, 2001, 2001

2000
Color Classification of Archaeological Fragments.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
On Registering Front- and Backviews of Rotationally Symmetric Objects.
Proceedings of the Computer Analysis of Images and Patterns, 8th International Conference, 1999


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