Rajeev Ranjan | DeepAI

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Featured Co-authors

Vishal M. Patel
152 publications
Jan Kautz
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Rama Chellappa
129 publications
Anil K. Jain
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Deepak Mishra
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Carlos Castillo
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Amit Kumar
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Carlos D. Castillo
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Shalini De Mello
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Jun-Cheng Chen
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Joshua J. Engelsma
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∙ 10/25/2022

Minutiae-Guided Fingerprint Embeddings via Vision Transformers

Minutiae matching has long dominated the field of fingerprint recognitio...

0 Steven A. Grosz, et al. ∙

∙ 12/28/2018

Deep Convolutional Neural Networks in the Face of Caricature: Identity and Image Revealed

Real-world face recognition requires an ability to perceive the unique f...

13 Matthew Q. Hill, et al. ∙

∙ 12/10/2018

An Automatic System for Unconstrained Video-Based Face Recognition

Although deep learning approaches have achieved performance surpassing h...

8 Jingxiao Zheng, et al. ∙

∙ 11/20/2018

A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos

Existing approaches for spatio-temporal action detection in videos are l...

20 Joshua Gleason, et al. ∙

∙ 09/20/2018

A Fast and Accurate System for Face Detection, Identification, and Verification

The availability of large annotated datasets and affordable computation ...

14 Rajeev Ranjan, et al. ∙

∙ 05/01/2018

Locate, Segment and Match: A Pipeline for Object Matching and Registration

Image registration requires simultaneous processing of multiple images t...

0 Deepak Mishra, et al. ∙

∙ 04/23/2018

Light-weight Head Pose Invariant Gaze Tracking

Unconstrained remote gaze tracking using off-the-shelf cameras is a chal...

0 Rajeev Ranjan, et al. ∙

∙ 04/03/2018

Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition

In recent years, the performance of face verification and recognition sy...

0 Rajeev Ranjan, et al. ∙

∙ 12/03/2017

Improving Network Robustness against Adversarial Attacks with Compact Convolution

Though Convolutional Neural Networks (CNNs) have surpassed human-level p...

0 Rajeev Ranjan, et al. ∙

∙ 05/21/2017

The Do's and Don'ts for CNN-based Face Verification

While the research community appears to have developed a consensus on th...

0 Ankan Bansal, et al. ∙

∙ 03/28/2017

L2-constrained Softmax Loss for Discriminative Face Verification

In recent years, the performance of face verification systems has signif...

0 Rajeev Ranjan, et al. ∙

∙ 11/04/2016

UMDFaces: An Annotated Face Dataset for Training Deep Networks

Recent progress in face detection (including keypoint detection), and re...

0 Ankan Bansal, et al. ∙

∙ 11/03/2016

An All-In-One Convolutional Neural Network for Face Analysis

We present a multi-purpose algorithm for simultaneous face detection, fa...

0 Rajeev Ranjan, et al. ∙

∙ 03/03/2016

HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

We present an algorithm for simultaneous face detection, landmarks local...

0 Rajeev Ranjan, et al. ∙

∙ 01/29/2016

Face Alignment by Local Deep Descriptor Regression

We present an algorithm for extracting key-point descriptors using deep ...

0 Amit Kumar, et al. ∙

∙ 01/28/2016

Towards the Design of an End-to-End Automated System for Image and Video-based Recognition

Over many decades, researchers working in object recognition have longed...

0 Rama Chellappa, et al. ∙

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