Search Results for author: Akila Pemasiri

Found 5 papers, 0 papers with code

Privacy-Preserving In-Bed Pose Monitoring: A Fusion and Reconstruction Study

no code implementations22 Feb 2022 Thisun Dayarathna, Thamidu Muthukumarana, Yasiru Rathnayaka, Simon Denman, Chathura de Silva, Akila Pemasiri, David Ahmedt-Aristizabal

In this paper we explore the effective use of images from multiple non-visual and privacy-preserving modalities such as depth, long-wave infrared (LWIR) and pressure maps for the task of in-bed pose estimation in two settings.

Pose Estimation

Semantic Correspondence: A Hierarchical Approach

no code implementations10 Jun 2018 Akila Pemasiri, Kien Nguyen, Sridha Sridhara, and Clinton Fookes

Localizing the search space by semantically matching object-level correspondence, our method robustly handles large deformations of objects.

Semantic correspondence

Sparse Over-complete Patch Matching

no code implementations9 Jun 2018 Akila Pemasiri, Kien Nguyen, Sridha Sridharan, Clinton Fookes

State -of-the-art patch matching techniques take image patches as input to a convolutional neural network to extract the patch features and evaluate their similarity.

Patch Matching

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