Bogdan Kwolek

Orcid: 0000-0002-7715-1435

According to our database1, Bogdan Kwolek authored at least 120 papers between 2003 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
TOPSIS Aided Object Pose Tracking on RGB Images.
IEEE Access, 2023

Continuous Hand Gesture Recognition for Human-Robot Collaborative Assembly.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Dynamic Hand Gesture Recognition for Human-Robot Collaborative Assembly.
Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022
Pose Guided Feature Learning for 3D Object Tracking on RGB Videos.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Multiple-criteria-Based Object Pose Tracking in RGB Videos.
Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022

Enhancing Decision Combination in Classifier Committee via Positional Voting.
Proceedings of the Computational Science - ICCS 2022, 2022

Transformer-based Convolution-free Visual Place Recognition.
Proceedings of the 17th International Conference on Control, 2022

Shape Enhanced Keypoints Learning with Geometric Prior for 6D Object Pose Tracking.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
CNN-based and DTW features for human activity recognition on depth maps.
Neural Comput. Appl., 2021

Recognition of JSL fingerspelling using Deep Convolutional Neural Networks.
Neurocomputing, 2021

DiagSet: a dataset for prostate cancer histopathological image classification.
CoRR, 2021

Embedded Features for 1D CNN-based Action Recognition on Depth Maps.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Fiducial Points-supported Object Pose Tracking on RGB Images via Particle Filtering with Heuristic Optimization.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Human Action Recognition on Raw Depth Maps.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Quaternion-driven CNN for Object Pose Tracking.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Deep Embeddings-based Place Recognition Robust to Motion Blur.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Deep Quaternion Pose Proposals for 6D Object Pose Tracking.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Decision Combination in Classifier Committee Built on Deep Embedding Features.
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Place Inference via Graph-Based Decisions on Deep Embeddings and Blur Detections.
Proceedings of the Computational Science - ICCS 2021, 2021

Deep Embedding Features for Action Recognition on Raw Depth Maps.
Proceedings of the Computational Science - ICCS 2021, 2021

Enhancing Visual Place Inference via Image Ranking Using Fuzzy Similarity and Agreeability.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

2020
Reconstruction of 3D human motion in real-time using particle swarm optimization with GPU-accelerated fitness function.
J. Real Time Image Process., 2020

3D Model-based 6D Object Pose Tracking on RGB Images using Particle Filtering and Heuristic Optimization.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Classification of Histopathological Images using Scale-Invariant Feature Transform.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

6D Pose Estimation of Texture-Less Objects on RGB Images Using CNNs.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Ensemble of Multi-channel CNNs for Multi-class Time-Series Classification. Depth-Based Human Activity Recognition.
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

3D Model-Based 6D Object Pose Tracking on RGB Images.
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019
Calibrated and synchronized multi-view video and motion capture dataset for evaluation of gait recognition.
Multim. Tools Appl., 2019

Improving multimodal action representation with joint motion history context.
J. Vis. Commun. Image Represent., 2019

Multi-channels CNN temporal features for depth-based action recognition.
Proceedings of the Twelfth International Conference on Machine Vision, 2019

Measuring the Angle of Hallux Valgus Using Segmentation of Bones on X-Ray Images.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Breast Cancer Classification on Histopathological Images Affected by Data Imbalance Using Active Learning and Deep Convolutional Neural Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Ensemble of Classifiers Using CNN and Hand-Crafted Features for Depth-Based Action Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Deep CNN-Based Recognition of JSL Finger Spelling.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

Measuring Lower Limb Alignment and Joint Orientation Using Deep Learning Based Segmentation of Bones.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

2018
Recognition of action dynamics in fencing using multimodal cues.
Image Vis. Comput., 2018

Event-driven system for fall detection using body-worn accelerometer and depth sensor.
IET Comput. Vis., 2018

Gait recognition on the basis of markerless motion tracking and DTW transform.
IET Biom., 2018

Convolutional Neural Network-Based Classification of Histopathological Images Affected by Data Imbalance.
Proceedings of the Video Analytics. Face and Facial Expression Recognition, 2018

GAN-based data augmentation for visual finger spelling recognition.
Proceedings of the Eleventh International Conference on Machine Vision, 2018

Scene Recognition for Indoor Localization of Mobile Robots Using Deep CNN.
Proceedings of the Computer Vision and Graphics - International Conference, 2018

Convolutional Neural Network-Based Action Recognition on Depth Maps.
Proceedings of the Computer Vision and Graphics - International Conference, 2018

Plane Object-Based High-Level Map Representation for SLAM.
Proceedings of the Computer Vision and Graphics - International Conference, 2018

Plane-Based Humanoid Robot Navigation and Object Model Construction for Grasping.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Real-Time action detection and analysis in fencing footwork.
Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Recognition of JSL finger spelling using convolutional neural networks.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Marker-Less 3D Human Motion Capture in Real-Time Using Particle Swarm Optimization with GPU-Accelerated Fitness Function.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Person Re-Identification Using Multi-region Triplet Convolutional Network.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017

Hand Posture Recognition Using Convolutional Neural Network.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Learning Siamese Features for Finger Spelling Recognition.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
Fuzzy inference-based fall detection using kinect and body-worn accelerometer.
Appl. Soft Comput., 2016

Classification of basic footwork in fencing using accelerometer.
Proceedings of the Signal Processing: Algorithms, 2016

Fall Detection Using Body-Worn Accelerometer and Depth Maps Acquired by Active Camera.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

2015
Improving fall detection by the use of depth sensor and accelerometer.
Neurocomputing, 2015

Real-time multiview human pose tracking using graphics processing unit-accelerated particle swarm optimization.
Concurr. Comput. Pract. Exp., 2015

Embedded system for fall detection using body-worn accelerometer and depth sensor.
Proceedings of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2015

2014
Human fall detection on embedded platform using depth maps and wireless accelerometer.
Comput. Methods Programs Biomed., 2014

Fall Detection using Ceiling-mounted 3D Depth Camera.
Proceedings of the VISAPP 2014, 2014

Mixing Graphics and Compute for Real-Time Multiview Human Body Tracking.
Proceedings of the Computer Vision and Graphics - International Conference, 2014

DTW-Based Gait Recognition from Recovered 3-D Joint Angles and Inter-ankle Distance.
Proceedings of the Computer Vision and Graphics - International Conference, 2014

Person Detection and Head Tracking to Detect Falls in Depth Maps.
Proceedings of the Computer Vision and Graphics - International Conference, 2014

Detecting human falls with 3-axis accelerometer and depth sensor.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Using Kinect for Facial Expression Recognition under Varying Poses and Illumination.
Proceedings of the Active Media Technology - 10th International Conference, 2014

3D Gait Recognition Using Spatio-Temporal Motion Descriptors.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

2013
Towards using covariance matrix pyramids as salient point descriptors in 3D point clouds.
Neurocomputing, 2013

Real-Time Multiview Human Body Tracking Using GPU-Accelerated PSO.
Proceedings of the Parallel Processing and Applied Mathematics, 2013

Fall Detection Using Kinect Sensor and Fall Energy Image.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Human Fall Detection Using Kinect Sensor.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

Unobtrusive Fall Detection at Home Using Kinect Sensor.
Proceedings of the Computer Analysis of Images and Patterns, 2013

Gait recognition based on marker-less 3D motion capture.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

GPU-Accelerated Human Motion Tracking Using Particle Filter Combined with PSO.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

Multi-object Tracking Using Particle Swarm Optimization on Target Interactions.
Proceedings of the Advances in Heuristic Signal Processing and Applications, 2013

2012
View Independent Human Gait Recognition Using Markerless 3D Human Motion Capture.
Proceedings of the Computer Vision and Graphics - International Conference, 2012

Human Fall Detection by Mean Shift Combined with Depth Connected Components.
Proceedings of the Computer Vision and Graphics - International Conference, 2012

Fall Detection on Embedded Platform Using Kinect and Wireless Accelerometer.
Proceedings of the Computers Helping People with Special Needs, 2012

Full Body Motion Tracking in Monocular Images Using Particle Swarm Optimization.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

Real-Time Tracking of Full-Body Motion Using Parallel Particle Swarm Optimization with a Pool of Best Particles.
Proceedings of the Swarm and Evolutionary Computation, 2012

Fuzzy Inference-Based Reliable Fall Detection Using Kinect and Accelerometer.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

Real-Time Multi-view Human Motion Tracking Using Particle Swarm Optimization with Resampling.
Proceedings of the Articulated Motion and Deformable Objects, 2012

Particle Swarm Optimization with Soft Search Space Partitioning for Video-Based Markerless Pose Tracking.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
Model-Based 3D Human Motion Capture Using Global-Local Particle Swarm Optimizations.
Proceedings of the Computer Recognition Systems 4, 2011

Real-Time Multi-view Human Motion Tracking Using 3D Model and Latency Tolerant Parallel Particle Swarm Optimization.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2011

Face Tracking with Guaranteed Framerates on Mobile Phones.
Proceedings of the Image Processing and Communications Challenges 3, 2011

An Approach for Model-Based 3D Human Pose Tracking, Animation and Evaluation.
Proceedings of the Image Processing and Communications Challenges 3, 2011

Parallel Appearance-Adaptive Models for Real-Time Object Tracking Using Particle Swarm Optimization.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Face Tracking Using Adaptive Appearance Models and Convolutional Neural Network.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Multiple views based human motion tracking in surveillance videos.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

Swarm Intelligence Based Searching Schemes for Articulated 3D Body Motion Tracking.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010
GPU-Accelerated Object Tracking Using Particle Filtering and Appearance-Adaptive Models.
Proceedings of the Image Processing and Communications Challenges 2, 2010

Registration of 3D facial surfaces using covariance matrix pyramids.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

GPU-Supported Object Tracking Using Adaptive Appearance Models and Particle Swarm Optimization.
Proceedings of the Computer Vision and Graphics - International Conference, 2010

GPU-Accelerated Tracking of the Motion of 3D Articulated Figure.
Proceedings of the Computer Vision and Graphics - International Conference, 2010

Articulated Body Motion Tracking by Combined Particle Swarm Optimization and Particle Filtering.
Proceedings of the Computer Vision and Graphics - International Conference, 2010

Region Covariance Matrix-Based Object Tracking with Occlusions Handling.
Proceedings of the Computer Vision and Graphics - International Conference, 2010

Multi Camera-Based Person Tracking Using Region Covariance and Homography Constraint.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009
Particle Swarm Optimization Based Object Tracking.
Fundam. Informaticae, 2009

Object segmentation in video via graph cut built on superpixels.
Fundam. Informaticae, 2009

Object Tracking via Multi-region Covariance and Particle Swarm Optimization.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
Foreground Segmentation via Segments Tracking.
Proceedings of the Computer Vision and Graphics, International Conference, 2008

Object Tracking Using Grayscale Appearance Models and Swarm Based Particle Filter.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

2007
3D Model-Based Tracking of the Human Body in Monocular Gray-Level Images.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007

Visual Odometry Based on Gabor Filters and Sparse Bundle Adjustment.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

Detail-Preserving Regularization Based Removal of Impulse Noise from Highly Corrupted Images.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Learning-Based Object Tracking Using Boosted Features and Appearance-Adaptive Models.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006
Active Shape Model Based Segmentation and Tracking of Facial Regions in Color Images.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Model Based Facial Pose Tracking Using a Particle Filter.
Proceedings of the 2006 International Conference on Geometric Modeling and Imaging, 2006

Kernel Particle Filter for Real-Time 3D Body Tracking in Monocular Color Images.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Object Tracking Using Discriminative Feature Selection.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005
Action Recognition in Meeting Videos Using Head Trajectories and Fuzzy Color Histogram.
Informatica (Slovenia), 2005

Face tracking for H.264 encoded video sequences.
Proceedings of the 2005 International Conference on Image Processing, 2005

Face Detection Using Convolutional Neural Networks and Gabor Filters.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

A Real-Time Head Tracker Supporting Human Computer Interaction.
Proceedings of the Computer Recognition Systems, 2005

CamShift-Based Tracking in Joint Color-Spatial Spaces.
Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

2004
Real-Time Head Tracker Using Color, Stereovision and Ellipse Fitting in a Particle Filter.
Informatica, 2004

Person following and mobile camera localization using particle filters.
Proceedings of the Fourth International Workshop on Robot Motion and Control, 2004

Face Tracking using Color, elliptical Shape Features and a Detection Cascade of Boosted Classifiers in Particle filter.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

Finding Location Using a Particle Filter and Histogram Matching.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

Stereovision-Based Head Tracking Using Color and Ellipse Fitting in a Particle Filter.
Proceedings of the Computer Vision, 2004

2003
Visual System for Tracking and Interpreting Selected Human Actions.
Proceedings of the 11-th International Conference in Central Europe on Computer Graphics, 2003

Face Tracking System Based on Color, Stereovision and Elliptical Shape Features.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003


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