12 citations · 26 across the 11 of their papers we have counts for
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cs.CV2023
Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology
Jakub Caputa, Maciej Wielgosz, Daria Łukasik +11
The primary objective of this research was to enhance the quality of semantic segmentation in cytology images by incorporating super-resolution (SR) architectures. An additional co…
cs.CV2016★ 12 cited
Using Spatial Pooler of Hierarchical Temporal Memory to classify noisy videos with predefined complexity
Maciej Wielgosz, Marcin Pietroń
This paper examines the performance of a Spatial Pooler (SP) of a Hierarchical Temporal Memory (HTM) in the task of noisy object recognition. To address this challenge, a dedicated…
cs.CV2016★ 1 cited
OpenCL-accelerated object classification in video streams using Spatial Pooler of Hierarchical Temporal Memory
Maciej Wielgosz, Marcin Pietroń
We present a method to classify objects in video streams using a brain-inspired Hierarchical Temporal Memory (HTM) algorithm. Object classification is a challenging task where huma…