Jakub Walczak

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Triangular Mesh

Negative Examples

Top Venues

Publications

Jakub Walczak, Marco Mancini, Shahbaz Alvi
Kit4DL: Towards fast prototyping and experimentation in machine learning and deep learning. SoftwareX 26 (2024)
Jakub Walczak, Patryk Najgebauer, Adam Wojciechowski, Rafal Scherer
Ultrasmall fully-convolution GVA-net for point cloud processing. Appl. Soft Comput. 132 (2023)
Patryk Najgebauer, Rafal Scherer, Rafal Grycuk, Jakub Walczak, Adam Wojciechowski, Ewa Lada-Tondyra
Fast Visual Imperfection Detection when Real Negative Examples are Unavailable. ICAISC (2) (2023)
Jakub Walczak, Adam Wojciechowski, Patryk Najgebauer, Rafal Scherer
Vicinity-Based Abstraction: VA-DGCNN Architecture for Noisy 3D Indoor Object Classification. ICCS (3) (2021)
Jakub Walczak, Patryk Najgebauer, Rafal Scherer, Adam Wojciechowski
CVA-GNN: Convolutional Vicinity Aggregation Graph Neural Network for Point Cloud Classification. IJCNN (2021)
Jakub Walczak, Grzegorz Andrzejczak, Rafal Scherer, Adam Wojciechowski
Normal Grouping Density Separation (NGDS): A Novel Object-Driven Indoor Point Cloud Partition Method. ICCS (6) (2020)
Jakub Walczak, Tadeusz Poreda, Adam Wojciechowski
Effective Planar Cluster Detection in Point Clouds Using Histogram-Driven Kd-Like Partition and Shifted Mahalanobis Distance Based Regression. Remote. Sens. 11 (21) (2019)
Jakub Walczak, Adam Wojciechowski
Clustering Quality Measures for Point Cloud Segmentation Tasks. ICCVG (2018)