Search Results for author: Udith Haputhanthri

Found 6 papers, 1 papers with code

Differentiable Microscopy Designs an All Optical Quantitative Phase Microscope

no code implementations28 Mar 2022 Kithmini Herath, Udith Haputhanthri, Ramith Hettiarachchi, Hasindu Kariyawasam, Raja N. Ahmad, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan Wadduwage

Differentiable microscopy first models a common physics-based optical system however with trainable optical elements at key locations on the optical path.

Differentiable Microscopy for Content and Task Aware Compressive Fluorescence Imaging

no code implementations28 Mar 2022 Udith Haputhanthri, Andrew Seeber, Dushan Wadduwage

The trade-off between throughput and image quality is an inherent challenge in microscopy.

Towards Accurate Cross-Domain In-Bed Human Pose Estimation

1 code implementation7 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.

Data Augmentation Knowledge Distillation +1

A Novel Transfer Learning-Based Approach for Screening Pre-existing Heart Diseases Using Synchronized ECG Signals and Heart Sounds

no code implementations2 Feb 2021 Ramith Hettiarachchi, Udith Haputhanthri, Kithmini Herath, Hasindu Kariyawasam, Shehan Munasinghe, Kithmin Wickramasinghe, Duminda Samarasinghe, Anjula De Silva, Chamira U. S. Edussooriya

Furthermore, our results show that individually collected ECG or PCG waveforms are able to provide transferable features which could effectively help to make use of a limited number of synchronized PCG and ECG waveforms and still achieve significant classification performance.

Transfer Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.