no code implementations • 24 Aug 2022 • Kalana Abeywardena, Shechem Sumanthiran, Sanoojan Baliah, Nadarasar Bahavan, Nalith Udugampola, Ajith Pasqual, Chamira Edussooriya, Ranga Rodrigo
Many of the existing Person Re-identification (Re-ID) approaches depend on feature maps which are either partitioned to localize parts of a person or reduced to create a global representation.
1 code implementation • 7 Oct 2021 • Mohamed Afham, Udith Haputhanthri, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ashwin De Silva, Chamira Edussooriya
Majority of the contactless human pose estimation algorithms are based on RGB modality, causing ineffectiveness in in-bed pose estimation due to occlusions by blankets and varying illumination conditions.
no code implementations • 9 Feb 2021 • Sutharsan Mahendren, Chamira Edussooriya, Ranga Rodrigo
Image generation from a single image using generative adversarial networks is quite interesting due to the realism of generated images.
no code implementations • 25 Oct 2020 • Sahan Hemachandra, Ranga Rodrigo, Chamira Edussooriya
Light field saliency detection -- important due to utility in many vision tasks -- still lacks speed and can improve in accuracy.
no code implementations • 25 Jun 2020 • Nadarasar Bahavan, Navaratnarajah Suman, Sulhi Cader, Ruwinda Ranganayake, Damitha Seneviratne, Vinu Maddumage, Gershom Seneviratne, Yasinha Supun, Isuru Wijesiri, Suchitha Dehigaspitiya, Dumindu Tissera, Chamira Edussooriya
In the competition dataset of camera frames consisting of both normal and anomalous cases, we achieve a test accuracy of 94% and an F1-score of 0. 95.