Publications (72)
Soft-NMS -- Improving Object Detection With One Line of Code
Navaneeth Bodla, Bharat Singh, Rama Chellappa +1
Landmark Detection in Low Resolution Faces with Semi-Supervised Learning
Amit Kumar, Rama Chellappa
The paper proposes a semi‑supervised method that learns facial landmark detection for low‑resolution images by transferring knowledge from labeled high‑resolution faces, showing th…
DCNNs on a Diet: Sampling Strategies for Reducing the Training Set Size
Maya Kabkab, Azadeh Alavi, Rama Chellappa
DuDoNet: Dual Domain Network for CT Metal Artifact Reduction
Wei-An Lin, Haofu Liao, Cheng Peng +5
Sparse Dictionary-based Attributes for Action Recognition and Summarization
Qiang Qiu, Zhuolin Jiang, Rama Chellappa
Unconstrained Face Verification using Deep CNN Features
Jun-Cheng Chen, Vishal M. Patel, Rama Chellappa
Synthesis-based Robust Low Resolution Face Recognition
Sumit Shekhar, Vishal M. Patel, Rama Chellappa
Designing Deep Convolutional Neural Networks for Continuous Object Orientation Estimation
Kota Hara, Raviteja Vemulapalli, Rama Chellappa
An Automatic System for Unconstrained Video-Based Face Recognition
Jingxiao Zheng, Rajeev Ranjan, Ching-Hui Chen +3
Face-MagNet: Magnifying Feature Maps to Detect Small Faces
Pouya Samangouei, Mahyar Najibi, Larry Davis +1
Growing Regression Forests by Classification: Applications to Object Pose Estimation
Kota Hara, Rama Chellappa
Partial Face Detection for Continuous Authentication
Upal Mahbub, Vishal M. Patel, Deepak Chandra +2
Recognizing Disguised Faces in the Wild
Maneet Singh, Richa Singh, Mayank Vatsa +2
Face Alignment by Local Deep Descriptor Regression
Amit Kumar, Rajeev Ranjan, Vishal Patel +1
Unsupervised Domain-Specific Deblurring via Disentangled Representations
Boyu Lu, Jun-Cheng Chen, Rama Chellappa
The paper proposes an unsupervised method for domain‑specific single‑image deblurring that separates content and blur features using disentangled encoders and leverages cycle‑consi…
An All-In-One Convolutional Neural Network for Face Analysis
Rajeev Ranjan, Swami Sankaranarayanan, Carlos D. Castillo +1
The Do's and Don'ts for CNN-based Face Verification
Ankan Bansal, Carlos Castillo, Rajeev Ranjan +1
SSH: Single Stage Headless Face Detector
Mahyar Najibi, Pouya Samangouei, Rama Chellappa +1
MKL-RT: Multiple Kernel Learning for Ratio-trace Problems via Convex Optimization
Raviteja Vemulapalli, Vinay Praneeth Boda, Rama Chellappa
From BoW to CNN: Two Decades of Texture Representation for Texture Classification
Li Liu, Jie Chen, Paul Fieguth +3
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
Swami Sankaranarayanan, Yogesh Balaji, Arpit Jain +2
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks
Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan +5
A Fast and Accurate System for Face Detection, Identification, and Verification
Rajeev Ranjan, Ankan Bansal, Jingxiao Zheng +7
Compressive Acquisition of Dynamic Scenes
Aswin C Sankaranarayanan, Pavan K Turaga, Rama Chellappa +1
L2-constrained Softmax Loss for Discriminative Face Verification
Rajeev Ranjan, Carlos D. Castillo, Rama Chellappa
Improving Network Robustness against Adversarial Attacks with Compact Convolution
Rajeev Ranjan, Swami Sankaranarayanan, Carlos D. Castillo +1
Convolutional Neural Networks for Attribute-based Active Authentication on Mobile Devices
Pouya Samangouei, Rama Chellappa
A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos
Joshua Gleason, Rajeev Ranjan, Steven Schwarcz +3
Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment
Amit Kumar, Rama Chellappa
Zero-Shot Object Detection
Ankan Bansal, Karan Sikka, Gaurav Sharma +2
Semi-supervised FusedGAN for Conditional Image Generation
Navaneeth Bodla, Gang Hua, Rama Chellappa
An Experimental Evaluation of Covariates Effects on Unconstrained Face Verification
Boyu Lu, Jun-Cheng Chen, Carlos D. Castillo +1
A Deep Cascade Network for Unaligned Face Attribute Classification
Hui Ding, Hao Zhou, Shaohua Kevin Zhou +1
Triplet Probabilistic Embedding for Face Verification and Clustering
Swami Sankaranarayanan, Azadeh Alavi, Carlos Castillo +1
A Deep Pyramid Deformable Part Model for Face Detection
Rajeev Ranjan, Vishal M. Patel, Rama Chellappa
Task-Aware Compressed Sensing with Generative Adversarial Networks
Maya Kabkab, Pouya Samangouei, Rama Chellappa
A Proximity-Aware Hierarchical Clustering of Faces
Wei-An Lin, Jun-Cheng Chen, Rama Chellappa
On measuring the iconicity of a face
Prithviraj Dhar, Carlos D. Castillo, Rama Chellappa
PATH: Person Authentication using Trace Histories
Upal Mahbub, Rama Chellappa
Compositional Dictionaries for Domain Adaptive Face Recognition
Qiang Qiu, Rama Chellappa
UPSET and ANGRI : Breaking High Performance Image Classifiers
Sayantan Sarkar, Ankan Bansal, Upal Mahbub +1
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition
Rajeev Ranjan, Vishal M. Patel, Rama Chellappa
Deep Multi-task Learning for Railway Track Inspection
Xavier Gibert, Vishal M. Patel, Rama Chellappa
Learning from Ambiguously Labeled Face Images
Ching-Hui Chen, Vishal M. Patel, Rama Chellappa
A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection
Amit Kumar, Rama Chellappa
Segment-based Methods for Facial Attribute Detection from Partial Faces
Upal Mahbub, Sayantan Sarkar, Rama Chellappa
Partial Face Detection in the Mobile Domain
Upal Mahbub, Sayantan Sarkar, Rama Chellappa
Generate To Adapt: Aligning Domains using Generative Adversarial Networks
Swami Sankaranarayanan, Yogesh Balaji, Carlos D. Castillo +1
Deep Feature-based Face Detection on Mobile Devices
Sayantan Sarkar, Vishal M. Patel, Rama Chellappa
ExprGAN: Facial Expression Editing with Controllable Expression Intensity
Hui Ding, Kumar Sricharan, Rama Chellappa
Soft Sampling for Robust Object Detection
Zhe Wu, Navaneeth Bodla, Bharat Singh +3
Sequential Score Adaptation with Extreme Value Theory for Robust Railway Track Inspection
Xavier Gibert, Vishal M. Patel, Rama Chellappa
Attributes for Improved Attributes: A Multi-Task Network for Attribute Classification
Emily M. Hand, Rama Chellappa
Cross-Domain Visual Recognition via Domain Adaptive Dictionary Learning
Hongyu Xu, Jingjing Zheng, Azadeh Alavi +1
Regularizing deep networks using efficient layerwise adversarial training
Swami Sankaranarayanan, Arpit Jain, Rama Chellappa +1
Learning without Memorizing
Prithviraj Dhar, Rajat Vikram Singh, Kuan-Chuan Peng +2
KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors
Amit Kumar, Azadeh Alavi, Rama Chellappa
Optimized Kernel-based Projection Space of Riemannian Manifolds
Azadeh Alavi, Vishal M Patel, Rama Chellappa
UMDFaces: An Annotated Face Dataset for Training Deep Networks
Ankan Bansal, Anirudh Nanduri, Carlos Castillo +2
Pooling Facial Segments to Face: The Shallow and Deep Ends
Upal Mahbub, Sayantan Sarkar, Rama Chellappa
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models
Pouya Samangouei, Maya Kabkab, Rama Chellappa
Active User Authentication for Smartphones: A Challenge Data Set and Benchmark Results
Upal Mahbub, Sayantan Sarkar, Vishal M. Patel +1
Deep Heterogeneous Feature Fusion for Template-Based Face Recognition
Navaneeth Bodla, Jingxiao Zheng, Hongyu Xu +3
Deep Regionlets for Object Detection
Hongyu Xu, Xutao Lv, Xiaoyu Wang +3
Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs
Yogesh Balaji, Hamed Hassani, Rama Chellappa +1
Triplet Similarity Embedding for Face Verification
Swami Sankaranarayanan, Azadeh Alavi, Rama Chellappa
FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition
Hui Ding, Shaohua Kevin Zhou, Rama Chellappa
A Unified Approach for Modeling and Recognition of Individual Actions and Group Activities
Qiang Qiu, Rama Chellappa
Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition
Rajeev Ranjan, Ankan Bansal, Hongyu Xu +4
Towards the Design of an End-to-End Automated System for Image and Video-based Recognition
Rama Chellappa, Jun-Cheng Chen, Rajeev Ranjan +4
Information-theoretic Dictionary Learning for Image Classification
Qiang Qiu, Vishal M. Patel, Rama Chellappa
Continuous Authentication of Smartphones Based on Application Usage
Upal Mahbub, Jukka Komulainen, Denzil Ferreira +1