Krystian Radlak

According to our database, Krystian Radlak authored at least 23 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Detecting Out-of-Distribution Objects Using Neuron Activation Patterns.

Bartlomiej Olber, Krystian Radlak, Krystian Chachula, Jakub Lyskawa, Piotr Fratczak

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns.

Bartlomiej Olber, Krystian Radlak, Adam Popowicz, Michal Szczepankiewicz, Krystian Chachula

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Combating noisy labels in object detection datasets.

Krystian Chachula, Adam Popowicz, Jakub Lyskawa, Bartlomiej Olber, Piotr Fratczak, Krystian Radlak

CoRR, 2022

Testing and Verification of the Deep Neural Networks Against Sparse Pixel Defects.

Michal Szczepankiewicz, Krystian Radlak, Karolina Szczepankiewicz, Adam Popowicz, Pawel Zawistowski

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops, 2022

A Statistical View on Automated Driving System Safety Architectures.

Rainer Faller, Krystian Radlak

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops, 2022

Implementation and analysis of sparse random search adversarial attack.

Piotr Satala, Krystian Radlak

Proceedings of the 26th International Conference on Methods and Models in Automation and Robotics, 2022

Improving the detection of noisy labels in image datasets using modified Confidence Learning.

Adam Popowicz, Krystian Radlak, Slawomir Lasota, Karolina Szczepankiewicz, Michal Szczepankiewicz

Proceedings of the 26th International Conference on Methods and Models in Automation and Robotics, 2022

2020

Deep Learning Based Switching Filter for Impulsive Noise Removal in Color Images.

Krystian Radlak, Lukasz Malinski, Bogdan Smolka

Sensors, 2020

Organization of machine learning based product development as per ISO 26262 and ISO/PAS 21448.

Krystian Radlak, Michal Szczepankiewicz, Tim Jones, Piotr Serwa

Proceedings of the 25th IEEE Pacific Rim International Symposium on Dependable Computing, 2020

2019

Organization of ML-based product development as per ISO 26262.

Krystian Radlak, Piotr Serwa, Michal Szczepankiewicz, Tim Jones

CoRR, 2019

2017

Static Posed Versus Genuine Smile Recognition.

Krystian Radlak, Natalia Radlak, Bogdan Smolka

Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

2016

Automated recognition of facial expressions authenticity.

Krystian Radlak, Bogdan Smolka

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

2015

Silesian Deception Database: Presentation and Analysis.

Krystian Radlak, Maciej Bozek, Bogdan Smolka

Proceedings of the 2015 ACM Workshop on Multimodal Deception Detection, 2015

Escaping Path Approach with Extended Neighborhood for Speckle Noise Reduction.

Marek Szczepanski, Krystian Radlak, Adam Popowicz

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Adaptive Vision Studio - Educational tool for image processing learning.

Krystian Radlak, Mariusz Frackiewicz, Marek Szczepanski, Michal Kawulok, Michal Czardybon

Proceedings of the 2015 IEEE Frontiers in Education Conference, 2015

Integration of robotic arm manipulator with computer vision in a project-based learning environment.

Krystian Radlak, Marcin Fojcik

Proceedings of the 2015 IEEE Frontiers in Education Conference, 2015

2014

Gaze direction estimation from static images.

Krystian Radlak, Michal Kawulok, Bogdan Smolka, Natalia Radlak

Proceedings of the IEEE 16th International Workshop on Multimedia Signal Processing, 2014

Comparison of Hand Feature Points Detection Methods.

Tomasz Grzejszczak, Adam Galuszka, Michal Niezabitowski, Krystian Radlak

Proceedings of the Technological Innovation for Collective Awareness Systems, 2014

Escaping path approach for speckle noise reduction.

Marek Szczepanski, Krystian Radlak

Proceedings of the Seventh International Conference on Machine Vision, 2014

Visualization enhancement of segmented images using genetic algorithm.

Krystian Radlak, Bogdan Smolka

Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

Adaptive Non-local Means Filtering for Speckle Noise Reduction.

Krystian Radlak, Bogdan Smolka

Proceedings of the Computer Vision and Graphics - International Conference, 2014

2013

Trimmed Non-local Means Technique for Mixed Noise Removal in Color Images.

Krystian Radlak, Bogdan Smolka

Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

Blink Detection Based on the Weighted Gradient Descriptor.

Krystian Radlak, Bogdan Smolka

Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013