4 papers · 1 filter
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…