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ORCIDAmit Kumar 0013
Person information
- affiliation: Facebook, Menlo Park, CA, USA
- affiliation (PhD 2019): University of Maryland, Center for Automation Research , UMIACS, College Park, MD, USA
Other persons with the same name
- Amit Kumar — disambiguation page
- Amit Kumar 0001
![[0000-0002-3965-6627]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-3965-6627")
— Indian Institute of Technology Delhi, Department of Computer Science and Engineering, New Delhi, India (and 1 more) - Amit Kumar 0002 — Princeton University, Department of Electrical Engineering, Princeton, NJ, USA
- Amit Kumar 0003 — Thapar University, School of Mathematics and Computer Applications, Patiala, India
- Amit Kumar 0004 — University of Iowa, Iowa City, IA, USA
- Amit Kumar 0005 — University of Illinois at Urbana-Champaign
- Amit Kumar 0006 — Karolinska Institutet, Huddinge, Stockholm (and 2 more)
- Amit Kumar 0007 — University of Wisconsin-Madison, Madison, WI, USA
- Amit Kumar 0008 — Intel
- Amit Kumar 0009 — Institute of Cytology and Preventive Oncology (NICPR), Data Management Laboratory, Noida, India (and 1 more)
- Amit Kumar 0010 — Indian Institute of Technology Delhi, Department of Mechanical Engineering, India (and 1 more)
- Amit Kumar 0011 — Indian Institute of Space Science and Technology, Department of Avionics, Thiruvananthapuram, India
- Amit Kumar 0012 — Lovely Professional University, Department of Mathematics, Phagwara, India (and 1 more)
- Amit Kumar 0014 — Birla Institute of Technology and Science, Pilani Campus, Department of Mathematics, India
- Amit Kumar 0015 — Indian Institute of Technology Madras, Department of Computer Science and Engineering, Chennai, India
- Amit Kumar 0016 — Indian Institute of Technology Indore, Discipline of Biosciences and Biomedical Engineering, India (and 1 more)
- Amit Kumar 0017 — G. L. Bajaj Institute of Technology and Management, Department of ECE, Greater Noia, India (and 1 more)
- Amit Kumar 0018 — CSIR-Institute of Himalayan Bioresource Technology, RS-GIS Laboratory, Palampur, India
- Amit Kumar 0019 (aka: Amit Kumar Gautam) — CSIR-Indian Institute of Integrative Medicine, Discovery Informatics Division, Jammu, India
- Amit Kumar 0020 — Indraprastha Institute of Information Technology (IIIT), Delhi, India
- Amit Kumar 0021 — Duke University Medical Center, Durham, NC, USA
- Amit Kumar 0022 — Keio University, Department of Electrical and Electronics Engineering, Tokyo, Japan
- Amit Kumar 0023 — Jaypee University of Engineering and Technology, Department of Computer Science and Engineering, Guna, India
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Books and Theses
- 2019
[b1]Amit Kumar:
Robust Facial Landmarks localization with Applications in Facial Biometrics. University of Maryland, College Park, MD, USA, 2019
Journal Articles
- 2021
- [j4]Chun Pong Lau, Amit Kumar, Rama Chellappa:
Semi-Supervised Landmark-Guided Restoration of Atmospheric Turbulent Images. IEEE J. Sel. Top. Signal Process. 15(2): 204-215 (2021) - 2018
- [j3]Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa:
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks. Int. J. Comput. Vis. 126(2-4): 272-291 (2018) - [j2]Amit Kumar, Azadeh Alavi, Rama Chellappa:
KEPLER: Simultaneous estimation of keypoints and 3D pose of unconstrained faces in a unified framework by learning efficient H-CNN regressors. Image Vis. Comput. 79: 49-62 (2018) - 2016
- [j1]Kaustav Nandy, Rama Chellappa, Amit Kumar, Stephen J. Lockett:
Segmentation of Nuclei From 3D Microscopy Images of Tissue via Graphcut Optimization. IEEE J. Sel. Top. Signal Process. 10(1): 140-150 (2016)
Conference and Workshop Papers
- 2023
- [c14]Xiaoyu Xiang, Jon Morton, Fitsum A. Reda, Lucas D. Young, Federico Perazzi, Rakesh Ranjan, Amit Kumar, Andrea Colaco, Jan P. Allebach:
HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars. WACV 2023: 1694-1704 - 2022
- [c13]Prithviraj Dhar, Amit Kumar, Kirsten Kaplan, Khushi Gupta, Rakesh Ranjan, Rama Chellappa:
EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images. CVPR 2022: 20186-20195 - 2021
- [c12]Sachin Mehta, Amit Kumar, Fitsum A. Reda, Varun Nasery, Vikram Mulukutla, Rakesh Ranjan, Vikas Chandra:
EVRNet: Efficient Video Restoration on Edge Devices. ACM Multimedia 2021: 983-992 - 2020
- [c11]Sunandita Patra, James Mason, Amit Kumar, Malik Ghallab, Paolo Traverso, Dana S. Nau:
Integrating Acting, Planning, and Learning in Hierarchical Operational Models. ICAPS 2020: 478-487 - [c10]Amit Kumar, Rama Chellappa:
S2LD: Semi-Supervised Landmark Detection in Low Resolution Images and Impact on Face Verification. CVPR Workshops 2020: 3275-3283 - 2019
- [c9]Pirazh Khorramshahi, Neehar Peri, Amit Kumar, Anshul Shah, Rama Chellappa:
Attention Driven Vehicle Re-identification and Unsupervised Anomaly Detection for Traffic Understanding. CVPR Workshops 2019: 239-246 - [c8]Pirazh Khorramshahi, Amit Kumar, Neehar Peri, Sai Saketh Rambhatla, Jun-Cheng Chen, Rama Chellappa:
A Dual-Path Model With Adaptive Attention for Vehicle Re-Identification. ICCV 2019: 6131-6140 - 2018
- [c7]Amit Kumar, Pirazh Khorramshahi, Wei-An Lin, Prithviraj Dhar, Jun-Cheng Chen, Rama Chellappa:
A Semi-Automatic 2D Solution for Vehicle Speed Estimation From Monocular Videos. CVPR Workshops 2018: 137-144 - [c6]Amit Kumar, Rama Chellappa:
Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment. CVPR 2018: 430-439 - 2017
- [c5]Amit Kumar, Azadeh Alavi, Rama Chellappa:
KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors. FG 2017: 258-265 - 2016
- [c4]Jun-Cheng Chen, Amit Kumar, Rajeev Ranjan, Vishal M. Patel, Azadeh Alavi, Rama Chellappa:
A cascaded convolutional neural network for age estimation of unconstrained faces. BTAS 2016: 1-8 - [c3]Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo:
Towards the design of an end-to-end automated system for image and video-based recognition. ITA 2016: 1-7 - 2015
- [c2]Rajeev Ranjan, Sabrina Zhou, Jun-Cheng Chen, Amit Kumar, Azadeh Alavi, Vishal M. Patel, Rama Chellappa:
Unconstrained Age Estimation with Deep Convolutional Neural Networks. ICCV Workshops 2015: 351-359 - [c1]Jun-Cheng Chen, Rajeev Ranjan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Rama Chellappa:
An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks. ICCV Workshops 2015: 360-368
Informal and Other Publications
- 2022
- [i13]Xiaoyu Xiang, Jon Morton, Fitsum A. Reda, Lucas D. Young, Federico Perazzi, Rakesh Ranjan, Amit Kumar, Andrea Colaco, Jan P. Allebach:
HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars. CoRR abs/2203.14863 (2022) - 2021
- [i12]Prithviraj Dhar, Amit Kumar, Kirsten Kaplan, Khushi Gupta, Rakesh Ranjan, Rama Chellappa:
EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images. CoRR abs/2112.11610 (2021) - 2020
- [i11]Sunandita Patra, James Mason, Amit Kumar, Malik Ghallab, Paolo Traverso, Dana S. Nau:
Integrating Acting, Planning and Learning in Hierarchical Operational Models. CoRR abs/2003.03932 (2020) - [i10]Sachin Mehta, Amit Kumar, Fitsum A. Reda, Varun Nasery, Vikram Mulukutla, Rakesh Ranjan, Vikas Chandra:
EVRNet: Efficient Video Restoration on Edge Devices. CoRR abs/2012.02228 (2020) - 2019
- [i9]Pirazh Khorramshahi, Amit Kumar, Neehar Peri, Sai Saketh Rambhatla, Jun-Cheng Chen, Rama Chellappa:
A Dual Path ModelWith Adaptive Attention For Vehicle Re-Identification. CoRR abs/1905.03397 (2019) - [i8]Amit Kumar, Rama Chellappa:
Landmark Detection in Low Resolution Faces with Semi-Supervised Learning. CoRR abs/1907.13255 (2019) - 2018
- [i7]Amit Kumar, Rama Chellappa:
Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment. CoRR abs/1802.06713 (2018) - 2017
- [i6]Amit Kumar, Azadeh Alavi, Rama Chellappa:
KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors. CoRR abs/1702.05085 (2017) - [i5]Amit Kumar, Rama Chellappa:
A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection. CoRR abs/1704.01880 (2017) - 2016
- [i4]Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Vishal M. Patel, Carlos Domingo Castillo:
Towards the Design of an End-to-End Automated System for Image and Video-based Recognition. CoRR abs/1601.07883 (2016) - [i3]Amit Kumar, Rajeev Ranjan, Vishal M. Patel, Rama Chellappa:
Face Alignment by Local Deep Descriptor Regression. CoRR abs/1601.07950 (2016) - [i2]Amit Kumar, Rishabh Bindal, Soumya Indela, Michael Rotkowitz:
Head Pose Estimation of Occluded Faces using Regularized Regression. CoRR abs/1602.00997 (2016) - [i1]Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos Domingo Castillo, Rama Chellappa:
An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks. CoRR abs/1605.02686 (2016)
Coauthor Index
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