dr inż. Daniel Węsierski
Zatrudnienie
- Adiunkt w Katedra Systemów Multimedialnych
Obszary badawcze
Media społecznościowe
Kontakt
- danwesie@pg.edu.pl
Adiunkt
- Miejsce pracy
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Budynek A Elektroniki
pokój EA 640 otwiera się w nowej karcie - daniel.wesierski@pg.edu.pl
Wybrane publikacje
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Instrument detection and pose estimation with rigid part mixtures model in video-assisted surgeries
Localizing instrument parts in video-assisted surgeries is an attractive and open computer vision problem. A working algorithm would immediately find applications in computer-aided interventions in the operating theater. Knowing the location of tool parts could help virtually augment visual faculty of surgeons, assess skills of novice surgeons, and increase autonomy of surgical robots. A surgical tool varies in appearance due to...
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BP-EVD: Forward Block-Output Propagation for Efficient Video Denoising
Denoising videos in real-time is critical in many applications, including robotics and medicine, where varying light conditions, miniaturized sensors, and optics can substantially compromise image quality. This work proposes the first video denoising method based on a deep neural network that achieves state-of-the-art performance on dynamic scenes while running in real-time on VGA video resolution with no frame latency. The backbone...
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Concurrent Video Denoising and Deblurring for Dynamic Scenes
Dynamic scene video deblurring is a challenging task due to the spatially variant blur inflicted by independently moving objects and camera shakes. Recent deep learning works bypass the ill-posedness of explicitly deriving the blur kernel by learning pixel-to-pixel mappings, which is commonly enhanced by larger region awareness. This is a difficult yet simplified scenario because noise is neglected when it is omnipresent in a wide...
Uzyskane stopnie/tytuły naukowe
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2013-03-25
Nadanie stopnia naukowego
dr inż.Telecom SudParis
wyświetlono 2174 razy