34 citations · 57 across the 6 of their papers we have counts for
6 papers
Examination of PCA Utilisation for Multilabel Classifier of Multispectral Images
Filip Karpowicz, Wiktor Kępiński, Bartosz Staszyński +1
This paper investigates the utility of Principal Component Analysis (PCA) for multi-label classification of multispectral images using ResNet50 and DINOv2, acknowledging the high d…
FastRIFE: Optimization of Real-Time Intermediate Flow Estimation for Video Frame Interpolation
Malwina Kubas, Grzegorz Sarwas
The problem of video inter-frame interpolation is an essential task in the field of image processing. Correctly increasing the number of frames in the recording while maintaining s…
FootAndBall: Integrated player and ball detector
Jacek Komorowski, Grzegorz Kurzejamski, Grzegorz Sarwas
The paper describes a deep neural network-based detector dedicated for ball and players detection in high resolution, long shot, video recordings of soccer matches. The detector, d…
DeepBall: Deep Neural-Network Ball Detector
Jacek Komorowski, Grzegorz Kurzejamski, Grzegorz Sarwas
The paper describes a deep network based object detector specialized for ball detection in long shot videos. Due to its fully convolutional design, the method operates on images of…
Robust Method of Vote Aggregation and Proposition Verification for Invariant Local Features
Grzegorz Kurzejamski, Jacek Zawistowski, Grzegorz Sarwas
This paper presents a method for analysis of the vote space created from the local features extraction process in a multi-detection system. The method is opposed to the classic clu…
A framework for robust object multi-detection with a vote aggregation and a cascade filtering
Grzegorz Kurzejamski, Jacek Zawistowski, Grzegorz Sarwas
This paper presents a framework designed for the multi-object detection purposes and adjusted for the application of product search on the market shelves. The framework uses a sing…