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Amit Kumar
Amit Kumar
Research Scientist at Meta
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Année
A Dual Path Model With Adaptive Attention For Vehicle Re-Identification
P Khorramshahi, A Kumar, N Peri, SS Rambhatla, JC Chen, R Chellappa
The IEEE International Conference on Computer Vision (ICCV), 2019, 6132-6141, 2019
1612019
Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment
A Kumar, R Chellappa
CVPR'18, 2018
1382018
KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors
A Kumar, A Alavi, R Chellappa
12th IEEE International Conference on Automatic Face & Gesture Recognition …, 2017
1292017
An end-to-end system for unconstrained face verification with deep convolutional neural networks
JC Chen, R Ranjan, A Kumar, CH Chen, VM Patel, R Chellappa
Proceedings of the IEEE International Conference on Computer Vision …, 2016
1122016
A Cascaded Convolutional Neural Network for Age Estimation of Unconstrained Faces
JC Chen, A Kumar, R Ranjan, V Patel, A Alavi, R Chellappa
Biometrics Theory, Applications and Systems (BTAS), 2016 IEEE 8th …, 2016
822016
Unconstrained age estimation with deep convolutional neural networks
R Ranjan, S Zhou, J Cheng Chen, A Kumar, A Alavi, VM Patel, ...
Proceedings of the IEEE International Conference on Computer Vision …, 2015
602015
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks
JC Chen, R Ranjan, S Sankaranarayanan, A Kumar, CH Chen, VM Patel, ...
International Journal of Computer Vision, 1-20, 2017
562017
A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection
A Kumar, R Chellappa
arXiv preprint arXiv:1704.01880, 2017
422017
Face alignment by local deep descriptor regression
A Kumar, R Ranjan, V Patel, R Chellappa
arXiv preprint arXiv:1601.07950, 2016
412016
Attention Driven Vehicle Re-identification and Unsupervised Anomaly Detection for Traffic Understanding
P Khorramshahi, N Peri, K Amit, A Shah, R Chellappa
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
332019
A semi-automatic 2D solution for vehicle speed estimation from monocular videos
A Kumar, P Khorramshahi, WA Lin, P Dhar, JC Chen, R Chellappa
CVPR Workshop (CVPRW) on the AI City Challenge, 2018
332018
Integrating Acting, Planning and Learning in Hierarchical Operational Models
S Patra, J Mason, A Kumar, M Ghallab, P Traverso, D Nau
International Conference on Automated Planning and Scheduling, 2020
292020
Towards the design of an end-to-end automated system for image and video-based recognition
R Chellappa, JC Chen, R Ranjan, S Sankaranarayanan, A Kumar, ...
2016 Information Theory and Applications Workshop (ITA), 1-7, 2016
172016
KEPLER: Simultaneous Estimation of Keypoints and 3D Pose of Unconstrained Faces in a Unified Framework by Learning Efficient H-CNN Regressors
A Kumar, A Alavi, R Chellappa
Image and Vision Computing, 2018
122018
S2LD: Semi-Supervised Landmark Detection in Low-Resolution Images and Impact on Face Verification
A Kumar, R Chellappa
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
92020
Face Alignment
A Kumar, R Chellappa
Computer Vision: A Reference Guide, 978-3-030-03243-2, 2020
6*2020
EVRNet: Efficient Video Restoration on Edge Devices
S Mehta, A Kumar, F Reda, V Nasery, V Mulukutla, R Ranjan, V Chandra
ACM Multimedia 2021, https://dl.acm.org/doi/10.1145/3474085.3, 2020
42020
Landmark Detection in Low Resolution Faces with Semi-Supervised Learning
A Kumar, R Chellappa
http://arxiv.org/abs/1907.13255, 2019
32019
Semi-Supervised Landmark-Guided Restoration of Atmospheric Turbulent Images
CP Lau, A Kumar, R Chellappa
IEEE Journal of Selected Topics in Signal Processing, 2021
22021
HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars
X Xiang, J Morton, FA Reda, LD Young, F Perazzi, R Ranjan, A Kumar, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
2023
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