Search Results for author:
Found 9 papers, 1 papers with code
Where in the World is this Image? Transformer-based Geo-localization in the Wild
Predicting the geographic location (geo-localization) from a single ground-level RGB image taken anywhere in the world is a very challenging problem.
Ranked #3 on
Photo geolocation estimation
on Im2GPS3k
A Fast and Accurate System for Face Detection, Identification, and Verification
We provide evaluation results of the proposed face detector on challenging unconstrained face detection datasets.
A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos
In this paper, we present a modular system for spatio-temporal action detection in untrimmed security videos.
How are attributes expressed in face DCNNs?
In the final fully connected layer of the networks, we found the order of expressivity for facial attributes to be Age > Sex > Yaw.
Towards Gender-Neutral Face Descriptors for Mitigating Bias in Face Recognition
Therefore, we present a novel `Adversarial Gender De-biasing algorithm (AGENDA)' to reduce the gender information present in face descriptors obtained from previously trained face recognition networks.
PASS: Protected Attribute Suppression System for Mitigating Bias in Face Recognition
We show the efficacy of PASS to reduce gender and skintone information in descriptors from SOTA face recognition networks like Arcface.
A Synthesis-Based Approach for Thermal-to-Visible Face Verification
Lastly, we show that our end-to-end thermal-to-visible face verification system provides strong performance on the MILAB-VTF(B) dataset.
Distill and De-bias: Mitigating Bias in Face Verification using Knowledge Distillation
In D&D, we train a teacher network on images from one category of an attribute; e. g. light skintone.
A Brief Survey on Person Recognition at a Distance
Person recognition at a distance entails recognizing the identity of an individual appearing in images or videos collected by long-range imaging systems such as drones or surveillance cameras.
