b'Mayank Vatsa'

research

∙ 12/13/2021

Anatomizing Bias in Facial Analysis

Existing facial analysis systems have been shown to yield biased results...

3 Richa Singh, et al. ∙

research

∙ 10/06/2021

MTCD: Cataract Detection via Near Infrared Eye Images

Globally, cataract is a common eye disease and one of the leading causes...

5 Pavani Tripathi, et al. ∙

research

∙ 09/15/2021

MD-CSDNetwork: Multi-Domain Cross Stitched Network for Deepfake Detection

The rapid progress in the ease of creating and spreading ultra-realistic...

5 Aayushi Agarwal, et al. ∙

research

∙ 08/14/2021

Unravelling the Effect of Image Distortions for Biased Prediction of Pre-trained Face Recognition Models

Identifying and mitigating bias in deep learning algorithms has gained s...

9 Puspita Majumdar, et al. ∙

research

∙ 06/17/2021

Indian Masked Faces in the Wild Dataset

Due to the COVID-19 pandemic, wearing face masks has become a mandate in...

3 Shiksha Mishra, et al. ∙

research

∙ 05/01/2021

Enhancing Fine-Grained Classification for Low Resolution Images

Low resolution fine-grained classification has widespread applicability ...

5 Maneet Singh, et al. ∙

research

∙ 04/25/2021

Class Equilibrium using Coulomb's Law

Projection algorithms learn a transformation function to project the dat...

10 Saheb Chhabra, et al. ∙

research

∙ 11/11/2020

Age Gap Reducer-GAN for Recognizing Age-Separated Faces

In this paper, we propose a novel algorithm for matching faces with temp...

7 Daksha Yadav, et al. ∙

research

∙ 10/29/2020

WaveTransform: Crafting Adversarial Examples via Input Decomposition

Frequency spectrum has played a significant role in learning unique and ...

6 Divyam Anshumaan, et al. ∙

research

∙ 10/25/2020

Attack Agnostic Adversarial Defense via Visual Imperceptible Bound

The high susceptibility of deep learning algorithms against structured a...

16 Saheb Chhabra, et al. ∙

research

∙ 10/25/2020

MixNet for Generalized Face Presentation Attack Detection

The non-intrusive nature and high accuracy of face recognition algorithm...

0 Nilay Sanghvi, et al. ∙

research

∙ 10/25/2020

Generalized Iris Presentation Attack Detection Algorithm under Cross-Database Settings

Presentation attacks are posing major challenges to most of the biometri...

1 Mehak Gupta, et al. ∙

research

∙ 08/08/2020

Unravelling Small Sample Size Problems in the Deep Learning World

The growth and success of deep learning approaches can be attributed to ...

0 Rohit Keshari, et al. ∙

research

∙ 08/05/2020

Subclass Contrastive Loss for Injured Face Recognition

Deaths and injuries are common in road accidents, violence, and natural ...

0 Puspita Majumdar, et al. ∙

research

∙ 08/03/2020

Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images

With increasing number of COVID-19 cases globally, all the countries are...

15 Aakarsh Malhotra, et al. ∙

research

∙ 07/31/2020

Securing CNN Model and Biometric Template using Blockchain

Blockchain has emerged as a leading technology that ensures security in ...

0 Akhil Goel, et al. ∙

research

∙ 04/01/2020

Generalized Zero-Shot Learning Via Over-Complete Distribution

A well trained and generalized deep neural network (DNN) should be robus...

0 Rohit Keshari, et al. ∙

research

∙ 02/07/2020

On the Robustness of Face Recognition Algorithms Against Attacks and Bias

Face recognition algorithms have demonstrated very high recognition perf...

12 Richa Singh, et al. ∙

research

∙ 01/21/2020

Detecting Face2Face Facial Reenactment in Videos

Visual content has become the primary source of information, as evident ...

17 Prabhat Kumar, et al. ∙

research

∙ 11/26/2019

AuthorGAN: Improving GAN Reproducibility using a Modular GAN Framework

Generative models are becoming increasingly popular in the literature, w...

0 Raunak Sinha, et al. ∙

research

∙ 08/27/2019

Dual Directed Capsule Network for Very Low Resolution Image Recognition

Very low resolution (VLR) image recognition corresponds to classifying i...

18 Maneet Singh, et al. ∙

research

∙ 04/08/2019

On Learning Density Aware Embeddings

Deep metric learning algorithms have been utilized to learn discriminati...

0 Soumyadeep Ghosh, et al. ∙

research

∙ 04/02/2019

Deep Learning for Face Recognition: Pride or Prejudiced?

Do very high accuracies of deep networks suggest pride of effective AI o...

0 Shruti Nagpal, et al. ∙

research

∙ 01/26/2019

On Detecting GANs and Retouching based Synthetic Alterations

Digitally retouching images has become a popular trend, with people post...

0 Anubhav Jain, et al. ∙

research

∙ 12/10/2018

Guided Dropout

Dropout is often used in deep neural networks to prevent over-fitting. C...

26 Rohit Keshari, et al. ∙

research

∙ 12/10/2018

Data Fine-tuning

In real-world applications, commercial off-the-shelf systems are utilize...

0 Saheb Chhabra, et al. ∙

research

∙ 11/21/2018

Recognizing Disguised Faces in the Wild

Research in face recognition has seen tremendous growth over the past co...

16 Maneet Singh, et al. ∙

research

∙ 11/18/2018

On Matching Faces with Alterations due to Plastic Surgery and Disguise

Plastic surgery and disguise variations are two of the most challenging ...

0 Saksham Suri, et al. ∙

research

∙ 11/02/2018

Heterogeneity Aware Deep Embedding for Mobile Periocular Recognition

Mobile biometric approaches provide the convenience of secure authentica...

0 Rishabh Garg, et al. ∙

research

∙ 10/15/2018

Supervised COSMOS Autoencoder: Learning Beyond the Euclidean Loss!

Autoencoders are unsupervised deep learning models used for learning rep...

0 Maneet Singh, et al. ∙

research

∙ 08/14/2018

Learning A Shared Transform Model for Skull to Digital Face Image Matching

Human skull identification is an arduous task, traditionally requiring t...

0 Maneet Singh, et al. ∙

research

∙ 05/30/2018

Supervised Mixed Norm Autoencoder for Kinship Verification in Unconstrained Videos

Identifying kinship relations has garnered interest due to several appli...

0 Naman Kohli, et al. ∙

research

∙ 05/27/2018

Hierarchical Representation Learning for Kinship Verification

Kinship verification has a number of applications such as organizing lar...

0 Naman Kohli, et al. ∙

research

∙ 05/23/2018

Anonymizing k-Facial Attributes via Adversarial Perturbations

A face image not only provides details about the identity of a subject b...

0 Saheb Chhabra, et al. ∙

research

∙ 05/21/2018

Class Representative Autoencoder for Low Resolution Multi-Spectral Gender Classification

Gender is one of the most common attributes used to describe an individu...

0 Maneet Singh, et al. ∙

research

∙ 03/30/2018

Learning Structure and Strength of CNN Filters for Small Sample Size Training

Convolutional Neural Networks have provided state-of-the-art results in ...

0 Rohit Keshari, et al. ∙

research

∙ 03/20/2018

Residual Codean Autoencoder for Facial Attribute Analysis

Facial attributes can provide rich ancillary information which can be ut...

0 Akshay Sethi, et al. ∙

research

∙ 03/20/2018

Are you eligible? Predicting adulthood from face images via class specific mean autoencoder

Predicting if a person is an adult or a minor has several applications s...

0 Maneet Singh, et al. ∙

research

∙ 02/22/2018

MagnifyMe: Aiding Cross Resolution Face Recognition via Identity Aware Synthesis

Enhancing low resolution images via super-resolution or image synthesis ...

0 Maneet Singh, et al. ∙

research

∙ 02/22/2018

Unravelling Robustness of Deep Learning based Face Recognition Against Adversarial Attacks

Deep neural network (DNN) architecture based models have high expressive...

0 Gaurav Goswami, et al. ∙

research

∙ 01/30/2018

SegDenseNet: Iris Segmentation for Pre and Post Cataract Surgery

Cataract is caused due to various factors such as age, trauma, genetics,...

0 Aditya Lakra, et al. ∙

research

∙ 10/29/2017

Synthetic Iris Presentation Attack using iDCGAN

Reliability and accuracy of iris biometric modality has prompted its lar...

0 Naman Kohli, et al. ∙

research

∙ 10/09/2017

Face Sketch Matching via Coupled Deep Transform Learning

Face sketch to digital image matching is an important challenge of face ...

0 Shruti Nagpal, et al. ∙

research

∙ 10/08/2017

On Matching Skulls to Digital Face Images: A Preliminary Approach

Forensic application of automatically matching skull with face images is...

0 Shruti Nagpal, et al. ∙

research

∙ 10/08/2017

Gender and Ethnicity Classification of Iris Images using Deep Class-Encoder

Soft biometric modalities have shown their utility in different applicat...

0 Maneet Singh, et al. ∙

research

∙ 09/22/2017

Demography-based Facial Retouching Detection using Subclass Supervised Sparse Autoencoder

Digital retouching of face images is becoming more widespread due to the...

0 Aparna Bharati, et al. ∙

research

∙ 01/31/2016

Greedy Deep Dictionary Learning

In this work we propose a new deep learning tool called deep dictionary ...

0 Snigdha Tariyal, et al. ∙

Mayank Vatsa

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