Browsing Library by Author "Farahanipad, Farnaz"
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GAN-Based Domain Translation for Hand Pose Estimation and Face Reconstruction
Farahanipad, Farnaz (2022-08-05)Deep learning solutions for hand pose estimation are now very reliant on comprehensive datasets covering diverse camera perspectives, lighting conditions, shapes, and pose variations. Since, acquiring such datasets is a ... -
GAN-based Face Reconstruction for Masked-Face
Farahanipad, Farnaz; Rezaei, Mohammad; Nasr, Mohammadsadegh; Kamangar, Farhad; Athitsos, Vassilis (ACM, 2022-07-11)Facial recognition and identification which play an important role in human-computer interaction, secure authentication and criminal face recognition, are impeded by the advent of face masks due to COVID-19 pandemic. This ... -
A Pipeline for Hand 2-D Keypoint Localization Using Unpaired Image to Image Translation
Farahanipad, Farnaz; Rezaei, Mohammad; Dilhoff, Alex; Kamangar, Farhad; Athitos, Vassilis (ACM, 2021-07-02)Hand pose estimation is getting a lot of attention in many areas such as Human-Computer Interaction and Sign Language Recognition. A fundamental step to accurately estimate the hand pose involves detecting and localizing ... -
PORTABLE WIRELESS ANTENNA SENSOR FOR SIMULTANEOUS SHEAR AND PRESSURE MONITORING
Farahanipad, Farnaz (2017-12-07)Microstrip antenna-sensor has received considerable interests in recent years due to its simple configuration, compact size, and multi-modality sensitivity. Having a simple and conformal planar configuration, antenna-sensor ... -
Weakly-supervised hand part segmentation from depth images
Rezaei, Mohammad; Farahanipad, Farnaz; Dilhoff, Alex; Athitos, Vassilis; Elmasri, Ramez (ACM, 2021-07-02)Existing learning-based methods require a large number of labeled data to produce accurate part segmentation labels. However, acquiring ground truth labels is costly, giving rise to a need for methods that either require ...