Krystian Radlak

32 papers A* 1A 1B 1C 6Misc 5Journal 10Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Combating Noisy Labels in Object Detection Datasets. Mach. Learn. Krystian Chachula, Bartlomiej Olber, Jakub Lyskawa, Adam Popowicz, Krystian Radlak
2025	J	`jnl`	ROS-related Robotic Systems Development with V-model-based Application of MeROS Metamodel. CoRR Tomasz Winiarski, Jan Kaniuka, Daniel Gieldowski, Jakub Ostrysz, Krystian Radlak, Dmytro Kushnir
2025	—	`conf`	Risk Analysis of One-Pixel Image Defects in Safety-Critical Deep Neural Networks. SAFECOMP (Workshops) Krystian Radlak, Adam Popowicz, Michal Szczepankiewicz, Pawel Zawistowski
2025	J	`jnl`	Semi-Automated Data Annotation in Multisensor Datasets for Autonomous Vehicle Testing. CoRR Andrii Gamalii, Daniel Górniak, Robert M. Nowak, Bartlomiej Olber, Krystian Radlak, Jakub Winter
2025	J	`jnl`	Semi-Supervised Diversity-Aware Domain Adaptation for 3D Object detection. CoRR Bartlomiej Olber, Jakub Winter, Pawel Wawrzynski, Andrii Gamalii, Daniel Górniak, Marcin Lojek, Robert M. Nowak, Krystian Radlak
2025	Misc	`conf`	Tune the Darkness - Evaluation of Low-Light Object Detection Techniques. MMAR Wojciech Zarzecki, Krystian Radlak
2023	A	`conf`	Detecting Out-of-Distribution Objects Using Neuron Activation Patterns. ECAI Bartlomiej Olber, Krystian Radlak, Krystian Chachula, Jakub Lyskawa, Piotr Fratczak
2023	J	`jnl`	Detecting Out-of-distribution Objects Using Neuron Activation Patterns. CoRR Bartlomiej Olber, Krystian Radlak, Krystian Chachula, Jakub Lyskawa, Piotr Fratczak
2023	A*	`conf`	Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns. CVPR Bartlomiej Olber, Krystian Radlak, Adam Popowicz, Michal Szczepankiewicz, Krystian Chachula
2022	—	`conf`	A Statistical View on Automated Driving System Safety Architectures. SAFECOMP Workshops Rainer Faller, Krystian Radlak
2022	J	`jnl`	Combating noisy labels in object detection datasets. CoRR Krystian Chachula, Adam Popowicz, Jakub Lyskawa, Bartlomiej Olber, Piotr Fratczak, Krystian Radlak
2022	J	`jnl`	Detection of out-of-distribution samples using binary neuron activation patterns. CoRR Bartlomiej Olber, Krystian Radlak, Adam Popowicz, Michal Szczepankiewicz, Krystian Chachula
2022	Misc	`conf`	Implementation and analysis of sparse random search adversarial attack. MMAR Piotr Satala, Krystian Radlak
2022	Misc	`conf`	Improving the detection of noisy labels in image datasets using modified Confidence Learning. MMAR Adam Popowicz, Krystian Radlak, Slawomir Lasota, Karolina Szczepankiewicz, Michal Szczepankiewicz
2022	—	`conf`	Testing and Verification of the Deep Neural Networks Against Sparse Pixel Defects. SAFECOMP Workshops Michal Szczepankiewicz, Krystian Radlak, Karolina Szczepankiewicz, Adam Popowicz, Pawel Zawistowski
2020	J	`jnl`	Deep Learning Based Switching Filter for Impulsive Noise Removal in Color Images. Sensors Krystian Radlak, Lukasz Malinski, Bogdan Smolka
2020	C	`conf`	Organization of machine learning based product development as per ISO 26262 and ISO/PAS 21448. PRDC Krystian Radlak, Michal Szczepankiewicz, Tim Jones, Piotr Serwa
2019	J	`jnl`	Deep Learning based Switching Filter for Impulsive Noise Removal in Color Images. CoRR Krystian Radlak, Lukasz Malinski, Bogdan Smolka
2019	J	`jnl`	Organization of ML-based product development as per ISO 26262. CoRR Krystian Radlak, Piotr Serwa, Michal Szczepankiewicz, Tim Jones
2017	—	`conf`	Static Posed Versus Genuine Smile Recognition. CORES Krystian Radlak, Natalia Radlak, Bogdan Smolka
2016	B	`conf`	Automated recognition of facial expressions authenticity. ICMI Krystian Radlak, Bogdan Smolka
2015	C	`conf`	Adaptive Vision Studio - Educational tool for image processing learning. FIE Krystian Radlak, Mariusz Frackiewicz, Marek Szczepanski, Michal Kawulok, Michal Czardybon
2015	Misc	`conf`	Escaping Path Approach with Extended Neighborhood for Speckle Noise Reduction. IbPRIA Marek Szczepanski, Krystian Radlak, Adam Popowicz
2015	C	`conf`	Integration of robotic arm manipulator with computer vision in a project-based learning environment. FIE Krystian Radlak, Marcin Fojcik
2015	—	`conf`	Silesian Deception Database: Presentation and Analysis. WMDD@ICMI Krystian Radlak, Maciej Bozek, Bogdan Smolka
2014	Misc	`conf`	Adaptive Non-local Means Filtering for Speckle Noise Reduction. ICCVG Krystian Radlak, Bogdan Smolka
2014	—	`conf`	Comparison of Hand Feature Points Detection Methods. DoCEIS Tomasz Grzejszczak, Adam Galuszka, Michal Niezabitowski, Krystian Radlak
2014	C	`conf`	Escaping path approach for speckle noise reduction. ICMV Marek Szczepanski, Krystian Radlak
2014	C	`conf`	Gaze direction estimation from static images. MMSP Krystian Radlak, Michal Kawulok, Bogdan Smolka, Natalia Radlak
2014	—	`conf`	Visualization enhancement of segmented images using genetic algorithm. ICMCS Krystian Radlak, Bogdan Smolka
2013	—	`conf`	Blink Detection Based on the Weighted Gradient Descriptor. CORES Krystian Radlak, Bogdan Smolka
2013	C	`conf`	Trimmed Non-local Means Technique for Mixed Noise Removal in Color Images. ISM Krystian Radlak, Bogdan Smolka