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Transfer learning techniques for medical image analysis: A review
Medical imaging is a useful tool for disease detection and diagnostic imaging technology
has enabled early diagnosis of medical conditions. Manual image analysis methods are …
has enabled early diagnosis of medical conditions. Manual image analysis methods are …
Soft biometrics: A survey: Benchmark analysis, open challenges and recommendations
The field of biometrics research encompasses the need to associate an identity to an
individual based on the persons physiological or behaviour traits. While the use of intrusive …
individual based on the persons physiological or behaviour traits. While the use of intrusive …
Casm: A deep-learning approach for identifying collective action events with text and image data from social media
Protest event analysis is an important method for the study of collective action and social
movements and typically draws on traditional media reports as the data source. We …
movements and typically draws on traditional media reports as the data source. We …
A survey of deep learning on mobile devices: Applications, optimizations, challenges, and research opportunities
Deep learning (DL) has demonstrated great performance in various applications on
powerful computers and servers. Recently, with the advancement of more powerful mobile …
powerful computers and servers. Recently, with the advancement of more powerful mobile …
Biometric presentation attack detection: Beyond the visible spectrum
The increased need for unattended authentication in multiple scenarios has motivated a
wide deployment of biometric systems in the last few years. This has in turn led to the …
wide deployment of biometric systems in the last few years. This has in turn led to the …
Deep learning for prediction of AMD progression: a pilot study
DB Russakoff, A Lamin, JD Oakley… - … & visual science, 2019 - iovs.arvojournals.org
Purpose: To develop and assess a method for predicting the likelihood of converting from
early/intermediate to advanced wet age-related macular degeneration (AMD) using optical …
early/intermediate to advanced wet age-related macular degeneration (AMD) using optical …
How will it drape like? capturing fabric mechanics from depth images
We propose a method to estimate the mechanical parameters of fabrics using a casual
capture setup with a depth camera. Our approach enables to create mechanically‐correct …
capture setup with a depth camera. Our approach enables to create mechanically‐correct …
Periocular biometrics and its relevance to partially masked faces: A survey
Periocular is one of the promising biometric traits for human recognition. It encompasses a
surrounding area of eyes that includes eyebrows, eyelids, eyelashes, eye-folds, eyebrows …
surrounding area of eyes that includes eyebrows, eyelids, eyelashes, eye-folds, eyebrows …
On matching finger-selfies using deep scattering networks
With the advancements in technology, smartphones' capabilities have increased immensely.
For instance, the smartphone cameras are being used for face and ocular biometric-based …
For instance, the smartphone cameras are being used for face and ocular biometric-based …
Neuro-symbolic learning: Principles and applications in ophthalmology
Neural networks have been rapidly expanding in recent years, with novel strategies and
applications. However, challenges such as interpretability, explainability, robustness, safety …
applications. However, challenges such as interpretability, explainability, robustness, safety …