Amit Kumar

32 papers A* 5A 1B 1Misc 1Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2023 A conf
HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars.
WACV
Xiaoyu Xiang, Jon Morton, Fitsum A. Reda, Lucas D. Young, Federico Perazzi, Rakesh Ranjan, Amit Kumar, Andrea Colaco, Jan P. Allebach
2022 A* conf
EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images.
CVPR
Prithviraj Dhar, Amit Kumar, Kirsten Kaplan, Khushi Gupta, Rakesh Ranjan, Rama Chellappa
2022 J jnl
HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars.
CoRR
Xiaoyu Xiang, Jon Morton, Fitsum A. Reda, Lucas D. Young, Federico Perazzi, Rakesh Ranjan, Amit Kumar, Andrea Colaco, Jan P. Allebach
2021 A* conf
EVRNet: Efficient Video Restoration on Edge Devices.
ACM Multimedia
Sachin Mehta, Amit Kumar, Fitsum A. Reda, Varun Nasery, Vikram Mulukutla, Rakesh Ranjan, Vikas Chandra
2021 J jnl
EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images.
CoRR
Prithviraj Dhar, Amit Kumar, Kirsten Kaplan, Khushi Gupta, Rakesh Ranjan, Rama Chellappa
2021 J jnl
Semi-Supervised Landmark-Guided Restoration of Atmospheric Turbulent Images.
IEEE J. Sel. Top. Signal Process.
Chun Pong Lau, Amit Kumar, Rama Chellappa
2020 J jnl
EVRNet: Efficient Video Restoration on Edge Devices.
CoRR
Sachin Mehta, Amit Kumar, Fitsum A. Reda, Varun Nasery, Vikram Mulukutla, Rakesh Ranjan, Vikas Chandra
2020 J jnl
Integrating Acting, Planning and Learning in Hierarchical Operational Models.
CoRR
Sunandita Patra, James Mason, Amit Kumar, Malik Ghallab, Paolo Traverso, Dana S. Nau
2020 A* conf
Integrating Acting, Planning, and Learning in Hierarchical Operational Models.
ICAPS
Sunandita Patra, James Mason, Amit Kumar, Malik Ghallab, Paolo Traverso, Dana S. Nau
2020 — conf
S
CVPR Workshops
Amit Kumar, Rama Chellappa
2019 J jnl
A Dual Path ModelWith Adaptive Attention For Vehicle Re-Identification.
CoRR
Pirazh Khorramshahi, Amit Kumar, Neehar Peri, Sai Saketh Rambhatla, Jun-Cheng Chen, Rama Chellappa
2019 A* conf
A Dual-Path Model With Adaptive Attention for Vehicle Re-Identification.
ICCV
Pirazh Khorramshahi, Amit Kumar, Neehar Peri, Sai Saketh Rambhatla, Jun-Cheng Chen, Rama Chellappa
2019 — conf
Attention Driven Vehicle Re-identification and Unsupervised Anomaly Detection for Traffic Understanding.
CVPR Workshops
Pirazh Khorramshahi, Neehar Peri, Amit Kumar, Anshul Shah, Rama Chellappa
2019 J jnl
Landmark Detection in Low Resolution Faces with Semi-Supervised Learning.
CoRR
Amit Kumar, Rama Chellappa
2019 — —
Robust Facial Landmarks localization with Applications in Facial Biometrics.
Amit Kumar
2018 — conf
A Semi-Automatic 2D Solution for Vehicle Speed Estimation From Monocular Videos.
CVPR Workshops
Amit Kumar, Pirazh Khorramshahi, Wei-An Lin, Prithviraj Dhar, Jun-Cheng Chen, Rama Chellappa
2018 J jnl
Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment.
CoRR
Amit Kumar, Rama Chellappa
2018 A* conf
Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment.
CVPR
Amit Kumar, Rama Chellappa
2018 J jnl
KEPLER: Simultaneous estimation of keypoints and 3D pose of unconstrained faces in a unified framework by learning efficient H-CNN regressors.
Image Vis. Comput.
Amit Kumar, Azadeh Alavi, Rama Chellappa
2018 J jnl
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks.
Int. J. Comput. Vis.
Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa
2017 J jnl
A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection.
CoRR
Amit Kumar, Rama Chellappa
2017 B conf
KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors.
FG
Amit Kumar, Azadeh Alavi, Rama Chellappa
2017 J jnl
KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors.
CoRR
Amit Kumar, Azadeh Alavi, Rama Chellappa
2016 — conf
A cascaded convolutional neural network for age estimation of unconstrained faces.
BTAS
Jun-Cheng Chen, Amit Kumar, Rajeev Ranjan, Vishal M. Patel, Azadeh Alavi, Rama Chellappa
2016 J jnl
An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks.
CoRR
Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa
2016 J jnl
Face Alignment by Local Deep Descriptor Regression.
CoRR
Amit Kumar, Rajeev Ranjan, Vishal M. Patel, Rama Chellappa
2016 J jnl
Head Pose Estimation of Occluded Faces using Regularized Regression.
CoRR
Amit Kumar, Rishabh Bindal, Soumya Indela, Michael Rotkowitz
2016 J jnl
Segmentation of Nuclei From 3D Microscopy Images of Tissue via Graphcut Optimization.
IEEE J. Sel. Top. Signal Process.
Kaustav Nandy, Rama Chellappa, Amit Kumar, Stephen J. Lockett
2016 J jnl
Towards the Design of an End-to-End Automated System for Image and Video-based Recognition.
CoRR
Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo
2016 Misc conf
Towards the design of an end-to-end automated system for image and video-based recognition.
ITA
Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo
2015 — conf
An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks.
ICCV Workshops
Jun-Cheng Chen, Rajeev Ranjan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Rama Chellappa
2015 — conf
Unconstrained Age Estimation with Deep Convolutional Neural Networks.
ICCV Workshops
Rajeev Ranjan, Sabrina Zhou, Jun-Cheng Chen, Amit Kumar, Azadeh Alavi, Vishal M. Patel, Rama Chellappa