Amit Kumar

According to our database, Amit Kumar authored at least 25 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars.

Xiaoyu Xiang, Jon Morton, Fitsum A. Reda, Lucas D. Young, Federico Perazzi, Rakesh Ranjan, Amit Kumar, Andrea Colaco, Jan P. Allebach

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images.

Prithviraj Dhar, Amit Kumar, Kirsten Kaplan, Khushi Gupta, Rakesh Ranjan, Rama Chellappa

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Semi-Supervised Landmark-Guided Restoration of Atmospheric Turbulent Images.

Chun Pong Lau, Amit Kumar, Rama Chellappa

IEEE J. Sel. Top. Signal Process., 2021

EVRNet: Efficient Video Restoration on Edge Devices.

Sachin Mehta, Amit Kumar, Fitsum A. Reda, Varun Nasery, Vikram Mulukutla, Rakesh Ranjan, Vikas Chandra

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020

S²LD: Semi-Supervised Landmark Detection in Low Resolution Images and Impact on Face Verification.

Amit Kumar, Rama Chellappa

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Integrating Acting, Planning, and Learning in Hierarchical Operational Models.

Sunandita Patra, James Mason, Amit Kumar, Malik Ghallab, Paolo Traverso, Dana S. Nau

Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020

2019

Robust Facial Landmarks localization with Applications in Facial Biometrics.

Amit Kumar

PhD thesis, 2019

Landmark Detection in Low Resolution Faces with Semi-Supervised Learning.

Amit Kumar, Rama Chellappa

CoRR, 2019

A Dual Path ModelWith Adaptive Attention For Vehicle Re-Identification.

Pirazh Khorramshahi, Amit Kumar, Neehar Peri, Sai Saketh Rambhatla, Jun-Cheng Chen, Rama Chellappa

CoRR, 2019

A Dual-Path Model With Adaptive Attention for Vehicle Re-Identification.

Pirazh Khorramshahi, Amit Kumar, Neehar Peri, Sai Saketh Rambhatla, Jun-Cheng Chen, Rama Chellappa

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Attention Driven Vehicle Re-identification and Unsupervised Anomaly Detection for Traffic Understanding.

Pirazh Khorramshahi, Neehar Peri, Amit Kumar, Anshul Shah, Rama Chellappa

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

KEPLER: Simultaneous estimation of keypoints and 3D pose of unconstrained faces in a unified framework by learning efficient H-CNN regressors.

Amit Kumar, Azadeh Alavi, Rama Chellappa

Image Vis. Comput., 2018

Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks.

Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa

Int. J. Comput. Vis., 2018

A Semi-Automatic 2D Solution for Vehicle Speed Estimation From Monocular Videos.

Amit Kumar, Pirazh Khorramshahi, Wei-An Lin, Prithviraj Dhar, Jun-Cheng Chen, Rama Chellappa

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment.

Amit Kumar, Rama Chellappa

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection.

Amit Kumar, Rama Chellappa

CoRR, 2017

KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors.

Amit Kumar, Azadeh Alavi, Rama Chellappa

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016

Segmentation of Nuclei From 3D Microscopy Images of Tissue via Graphcut Optimization.

Kaustav Nandy, Rama Chellappa, Amit Kumar, Stephen J. Lockett

IEEE J. Sel. Top. Signal Process., 2016

Face Alignment by Local Deep Descriptor Regression.

Amit Kumar, Rajeev Ranjan, Vishal M. Patel, Rama Chellappa

CoRR, 2016

Head Pose Estimation of Occluded Faces using Regularized Regression.

Amit Kumar, Rishabh Bindal, Soumya Indela, Michael Rotkowitz

CoRR, 2016

An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks.

Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa

CoRR, 2016

Towards the design of an end-to-end automated system for image and video-based recognition.

Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo

Proceedings of the 2016 Information Theory and Applications Workshop, 2016

A cascaded convolutional neural network for age estimation of unconstrained faces.

Jun-Cheng Chen, Amit Kumar, Rajeev Ranjan, Vishal M. Patel, Azadeh Alavi, Rama Chellappa

Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

2015

Unconstrained Age Estimation with Deep Convolutional Neural Networks.

Rajeev Ranjan, Sabrina Zhou, Jun-Cheng Chen, Amit Kumar, Azadeh Alavi, Vishal M. Patel, Rama Chellappa

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks.

Jun-Cheng Chen, Rajeev Ranjan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Rama Chellappa

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015