Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Vinoj Jayasundara"'
Raw point cloud processing using capsule networks is widely adopted in classification, reconstruction, and segmentation due to its ability to preserve spatial agreement of the input data. However, most of the existing capsule based network approaches
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::de8b4fc74568de9452ed8f202ad2d8d1
http://arxiv.org/abs/2112.11258
http://arxiv.org/abs/2112.11258
Autor:
Jathushan Rajasegaran, Sameera Ramasinghe, Vinoj Jayasundara, Ranga Rodrigo, Kanchana Ranasinghe, Ajith Pasqual
Publikováno v:
IEEE Transactions on Circuits and Systems for Video Technology. 29:2693-2707
Activity recognition in videos in a deep-learning setting—or otherwise—uses both static and pre-computed motion components. The method of combining the two components, while keeping the burden on the deep network less, still remains uninvestigate
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::08c5fc3c34108ff2260e69c535f64b0a
https://doi.org/10.1109/tcsvt.2017.2760858
https://doi.org/10.1109/tcsvt.2017.2760858
Publikováno v:
WACV
Capsule networks (CapsNets) have recently shown promise to excel in most computer vision tasks, especially pertaining to scene understanding. In this paper, we explore CapsNet's capabilities in optical flow estimation, a task at which convolutional n
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::43edde9e447f1fe71785d1685b805798
Publikováno v:
ICSME
Ethereum has become a widely used platform to enable secure, Blockchain-based financial and business transactions. However, a major concern in Ethereum is the security of its smart contracts. Many identified bugs and vulnerabilities in smart contract
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1923ace16e2c7a1a062d764468aaee7c
http://arxiv.org/abs/1908.08615
http://arxiv.org/abs/1908.08615
Autor:
Sandaru Jayasekara, Ranga Rodrigo, Hirunima Jayasekara, Vinoj Jayasundara, Jathushan Rajasegaran, Suranga Seneviratne
Publikováno v:
WACV
Many localized languages struggle to reap the benefits of recent advancements in character recognition systems due to the lack of substantial amount of labeled training data. This is due to the difficulty in generating large amounts of labeled data f
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::03c81f58299ee0faf50416ea60a7088a
http://arxiv.org/abs/1904.08095
http://arxiv.org/abs/1904.08095
Autor:
Rashmike Nawaratne, Vinoj Jayasundara, Daswin De Silva, Weranja Ranasinghe, Prabod Rathnayaka, Damminda Alahakoon
Publikováno v:
Submissions to the 2019 Kidney Tumor Segmentation Challenge: KiTS19.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8da8b2e2c46e57404fb5e4d38a861e05
https://doi.org/10.24926/548719.079
https://doi.org/10.24926/548719.079
Privacy issues related to video camera feeds have led to a growing need for suitable alternatives that provide functionalities such as user authentication, activity classification and tracking in a noninvasive manner. Existing infrastructure makes Wi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9f857146011a363e83c428498289ebfd
Autor:
Jathushan Rajasegaran, Vinoj Jayasundara, Kanchana Ranasinghe, Sameera Ramasinghe, Ranga Rodrigo, Ajith Pasqual
Publikováno v:
DICTA
A complex activity is a temporal composition of sub-events, and a sub-event typically consists of several low level micro-actions, such as body movement of different actors. Extracting these micro actions explicitly is beneficial for complex activity
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6863e3deb767d4220125031d153bc29f
https://doi.org/10.1109/dicta.2017.8227463
https://doi.org/10.1109/dicta.2017.8227463