Publications

Conferences:

  • S2LD: Semi-Supervised Landmark Detection in Low Resolution Images and Impact on Face Verification; IEEE Conference on Computer Vision and Pattern Recognition DeepVision Workshop, 2020 . Link for ARLF dataset (ARLF)
  • Integrating Acting, Planning and Learning in Hierarchical Operational Models ; International Conference on Automated Planning and Scheduling 2020 (Best Student Paper Award, Honorable Mention) (pdf)
  • A Dual Path Model With Adaptive Attention For Vehicle Re-Identification ; IEEE Conference on Computer Vision 2019 (pdf)
  • Attention Driven Vehicle Re-identification and Unsupervised Anomaly Detection for Traffic Understanding ; IEEE Conference on Computer Vision and Pattern Recognition Workshop, 2019
  • Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment ; IEEE Conference on Computer Vision and Pattern Recognition, 2018 (pdf)
  • A Semi-Automatic 2D Solution for Vehicle Speed Estimation From Monocular Videos ; IEEE Conference on Computer Vision and Pattern Recognition Workshop, 2018 (pdf)
  • A Cascaded Convolutional Neural Network for Age Estimation of Unconstrained Faces; IEEE Conference on Biometrics: Theory, Applications, and Systems July 15, 2016 (Oral) ( pdf )
  • KEPLER: Keypoint Localization and Pose prediction by learning efficient H-CNN regressors; IEEE International Conference on Automatic Face and Gesture Recognition FG’17 (Oral) ( pdf )
  • An End-to-End System for Unconstrained Face Verification with Deep Convolutional Neural Networks; IEEE International Conference of Computer Vision 2015 December 11, 2015 (Workshop) ( pdf )
  • Unconstrained Age Estimation with Deep Convolutional Neural Networks; IEEE International Conference of Computer Vision 2015 December 11, 2015 (Workshop) ( pdf )

Journal:

  • KEPLER: Simultaneous estimation of keypoints and 3D pose of unconstrained faces in a unified framework by learning efficient H-CNN regressors ; Image and Vision Computing November 2018 (html)
  • Towards the Design of an End-to-End Automated System for Image and Video-based Recognition; Information Theory and Application (ITA) 2016 ( pdf )
  • Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks; International Journal of Computer Vision, 2017 (html)

ArXiv:

  • Face Alignment by Local Deep Descriptor Regression; arXiv preprint January , 2016 ( pdf )
  • Head Pose Estimation of Occluded Faces using Regularized Regression; arXiv preprint February , 2016 ( pdf )
  • A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection ; arXiv preprint April, 2017 ( pdf )