Zobrazeno 1 - 10
of 20
pro vyhledávání: '"Majumdar, Puspita"'
The presence of bias in deep models leads to unfair outcomes for certain demographic subgroups. Research in bias focuses primarily on facial recognition and attribute prediction with scarce emphasis on face detection. Existing studies consider face d
Externí odkaz:
http://arxiv.org/abs/2211.03588
Existing facial analysis systems have been shown to yield biased results against certain demographic subgroups. Due to its impact on society, it has become imperative to ensure that these systems do not discriminate based on gender, identity, or skin
Externí odkaz:
http://arxiv.org/abs/2112.06522
Identifying and mitigating bias in deep learning algorithms has gained significant popularity in the past few years due to its impact on the society. Researchers argue that models trained on balanced datasets with good representation provide equal an
Externí odkaz:
http://arxiv.org/abs/2108.06581
Due to the COVID-19 pandemic, wearing face masks has become a mandate in public places worldwide. Face masks occlude a significant portion of the facial region. Additionally, people wear different types of masks, from simple ones to ones with graphic
Externí odkaz:
http://arxiv.org/abs/2106.09670
Projection algorithms learn a transformation function to project the data from input space to the feature space, with the objective of increasing the inter-class distance. However, increasing the inter-class distance can affect the intra-class distan
Externí odkaz:
http://arxiv.org/abs/2104.12287
Deaths and injuries are common in road accidents, violence, and natural disaster. In such cases, one of the main tasks of responders is to retrieve the identity of the victims to reunite families and ensure proper identification of deceased/ injured
Externí odkaz:
http://arxiv.org/abs/2008.01993
Autor:
Malhotra, Aakarsh, Mittal, Surbhi, Majumdar, Puspita, Chhabra, Saheb, Thakral, Kartik, Vatsa, Mayank, Singh, Richa, Chaudhury, Santanu, Pudrod, Ashwin, Agrawal, Anjali
With increasing number of COVID-19 cases globally, all the countries are ramping up the testing numbers. While the RT-PCR kits are available in sufficient quantity in several countries, others are facing challenges with limited availability of testin
Externí odkaz:
http://arxiv.org/abs/2008.03205
Publikováno v:
In Pattern Recognition December 2023 144
In real-world applications, commercial off-the-shelf systems are utilized for performing automated facial analysis including face recognition, emotion recognition, and attribute prediction. However, a majority of these commercial systems act as black
Externí odkaz:
http://arxiv.org/abs/1812.03944
Autor:
Malhotra, Aakarsh, Mittal, Surbhi, Majumdar, Puspita, Chhabra, Saheb, Thakral, Kartik, Vatsa, Mayank, Singh, Richa, Chaudhury, Santanu, Pudrod, Ashwin, Agrawal, Anjali
Publikováno v:
In Pattern Recognition February 2022 122