Amit Kumar

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 24

Top Topics

Landmark Detection

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

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 (2021)
Chun Pong Lau, Amit Kumar, Rama Chellappa
Semi-Supervised Landmark-Guided Restoration of Atmospheric Turbulent Images. IEEE J. Sel. Top. Signal Process. 15 (2) (2021)
Sunandita Patra, James Mason, Amit Kumar, Malik Ghallab, Paolo Traverso, Dana S. Nau
Integrating Acting, Planning and Learning in Hierarchical Operational Models. CoRR (2020)
Sunandita Patra, James Mason, Amit Kumar, Malik Ghallab, Paolo Traverso, Dana S. Nau
Integrating Acting, Planning, and Learning in Hierarchical Operational Models. ICAPS (2020)
Amit Kumar, Rama Chellappa
LD: Semi-Supervised Landmark Detection in Low Resolution Images and Impact on Face Verification. CVPR Workshops (2020)
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 (2019)
Amit Kumar, Rama Chellappa
Landmark Detection in Low Resolution Faces with Semi-Supervised Learning. CoRR (2019)
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)
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)
Amit Kumar, Rama Chellappa
Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment. CVPR (2018)
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) (2018)
Amit Kumar, Rama Chellappa
Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment. CoRR (2018)
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)
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 (2018)
Amit Kumar, Azadeh Alavi, Rama Chellappa
KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors. FG (2017)
Amit Kumar, Azadeh Alavi, Rama Chellappa
KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors. CoRR (2017)
Amit Kumar, Rama Chellappa
A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection. CoRR (2017)
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)
Amit Kumar, Rajeev Ranjan, Vishal M. Patel, Rama Chellappa
Face Alignment by Local Deep Descriptor Regression. CoRR (2016)
Amit Kumar, Rishabh Bindal, Soumya Indela, Michael Rotkowitz
Head Pose Estimation of Occluded Faces using Regularized Regression. CoRR (2016)
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)
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 (2016)
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) (2016)
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 (2016)
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)
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)