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Vishwanath Sindagi

PhD student
Rutgers University
firstname.lastname@rutgers.edu

About Me

I am a second year PhD student in Dept. Of Electrical & Computer Engineering at Rutgers University. I am being advised by Prof. Vishal M Patel. Prior to joining Rutgers, I worked for Samsung R&D Institute-Bangalore. I graduated from IIIT-Bangalore with a Master's degree in Information Technology.
My research is on computer vision and machine learning with a specific focus on crowd analytics, face detection, applications of generative modeling, domain adaptation and low-level vision.

News


Conference

  • Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs (PDF)
    V. A. Sindagi and V. M. Patel
    IEEE International Conference on Computer Vision (ICCV), Venice, Italy, 2017.
  • CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting (PDF) (Code)
    V. A. Sindagi and V. M. Patel
    IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), Lecce, Italy, 2017.
  • OLED Panel Defect Detection Using Local Inlier-Outlier Ratios and Modified LBP (PDF)
    V. A. Sindagi and S. Srivastava
    IAPR International Conference on Machine Vision Applications (MVA), Tokyo, Japan, 2015

Journal

  • A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density Estimation (PDF)
    V. A. Sindagi and V. M. Patel
    Pattern Recognition Letters(PRL), accepted for publication, July 2017.
  • Domain Adaptation for Automatic OLED Panel Defect Detection Using Adaptive Support Vector Data Description (PDF)
    V. A. Sindagi and S. Srivastava
    International Journal of Computer Vision(IJCV), 2017

Pre-print

  • High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks (PDF)
    L. Wang, V. A. Sindagi and V. M. Patel
  • GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks (PDF)
    X. Di, V. A. Sindagi and V. M. Patel
  • Joint Transmission Map Estimation and Dehazing using Deep Networks (PDF)
    H. Zhang, V. A. Sindagi and V. M. Patel
  • Image De-raining Using a Conditional Generative Adversarial Network (PDF) (Project Page)
    H. Zhang, V. A. Sindagi and V. M. Patel