dr inż. Adam Brzeski
Media społecznościowe
Kontakt
- adabrzes@pg.edu.pl
Adiunkt
- Miejsce pracy
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Budynek A Elektroniki
pokój EA 521 otwiera się w nowej karcie - Telefon
- (58) 348 61 62
- adam.brzeski@pg.edu.pl
Wybrane publikacje
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DEPTH IMAGES FILTERING IN DISTRIBUTED STREAMING
In this paper we discuss the comparison of point cloud filters focusing on their applicability for streaming optimization. For the filtering stage within a stream pipeline processing we evaluate three filters: Voxel Grid, Pass Through and Statistical Outlier Removal. For the filters we perform series of the tests aiming at evaluation of changes of point cloud size and transmitting frequency (various fps ratio). We propose a distributed...
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Depth Images Filtering In Distributed Streaming
In this paper, we propose a distributed system for point cloud processing and transferring them via computer network regarding to effectiveness-related requirements. We discuss the comparison of point cloud filters focusing on their usage for streaming optimization. For the filtering step of the stream pipeline processing we evaluate four filters: Voxel Grid, Radial Outliner Remover, Statistical Outlier Removal and Pass Through....
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Evaluating Performance and Accuracy Improvements for Attention-OCR
In this paper we evaluated a set of potential improvements to the successful Attention-OCR architecture, designed to predict multiline text from unconstrained scenes in real-world images. We investigated the impact of several optimizations on model’s accuracy, including employing dynamic RNNs (Recurrent Neural Networks), scheduled sampling, BiLSTM (Bidirectional Long Short-Term Memory) and a modified attention model. BiLSTM was...
Uzyskane stopnie/tytuły naukowe
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2023-10-24
Nadanie stopnia naukowego
dr inż. informatyka techniczna i telekomunikacja (Dziedzina nauk inżynieryjno-technicznych)
wyświetlono 3927 razy