Pradeep Kumar Jayaraman

Postdoctoral Researcher

Nanyang Technological University

Bio

I am a postdoctoral research fellow at the Multimedia and Interactive Computing Lab, Nanyang Technological University. My broad research interests lie at the intersection of computer graphics, computer vision, and numerical optimization. Specifically, I am interested in problems revolving around geometry processing (shape analysis, deformation), sketch understanding, 2.5D modeling, and deep learning (for graphics and 3D vision).

Interests

Computer Graphics & Vision
Numerical Optimization
Machine Learning

Education

PhD Computer Science, 2017

Nanyang Technological University
BTech Information Technology, 2009

Anna University

Publications

Pradeep Kumar Jayaraman, Jianhan Mei, Jianfei Cai, Jianmin Zheng. Quadtree Convolutional Neural Networks. European Conference on Computer Vision (ECCV), 2018.

PDF SpringerLink

Ryosuke Kikuchi, Sora Yoshikawa, Pradeep Kumar Jayaraman, Jianmin Zheng, Takashi Maekawa. Embedding QR Codes onto B-spline Surfaces for 3D Printing. Computer-Aided Design (Special Issue on SPM 2018), 2018.

PDF ScienceDirect

Taro Kawasaki, Pradeep Kumar Jayaraman, Kentaro Shida, Jianmin Zheng, Takashi Maekawa. An Image Processing Approach To Feature-preserving B-spline Surface Fairing. Computer-Aided Design, 2018.

PDF ScienceDirect

Pradeep Kumar Jayaraman, Chi-Wing Fu, Jianmin Zheng, Xueting Liu, Tien-Tsin Wong. Globally Consistent Wrinkle-Aware Shading of Line Drawings. IEEE Transactions on Visualization and Computer Graphics, 2017.

PDF IEEE Xplore

Chih-Kuo Yeh, Shi-Yang Huang, Pradeep Kumar Jayaraman, Chi-Wing Fu, Tong-Yee Lee. Interactive High-Relief Reconstruction for Organic and Double-sided Objects from a Photo. IEEE Transactions on Visualization and Computer Graphics, 2016.

PDF IEEE Xplore

Chi-Wing Fu, Peng Song, Xiaoqi Yan, Lee Wei Yang, Pradeep Kumar Jayaraman, Daniel Cohen-Or. Computational Interlocking Furniture Assembly. ACM Transactions on Graphics (Proc. SIGGRAPH 2015), 2015.

ACM Digital Library Project Page

Chih-Kuo Yeh, Pradeep Kumar Jayaraman, Xiaopei Liu, Chi-Wing Fu, Tong-Yee Lee. 2.5D Cartoon Hair Modeling and Manipulation. IEEE Transactions on Visualization and Computer Graphics, 2015.

PDF IEEE Xplore

Pradeep Kumar Jayaraman, Chi-Wing Fu. Interactive Line Drawing Recognition and Vectorization with Commodity Camera. Proceedings of ACM Multimedia, 2014.

ACM Digital Library

Software

tinynurbs

Lightweight C++14 header-only library for NURBS curves and surfaces

Go wrapper for triangle

Golang wrapper for the popular Delaunay triangulation & Voronoi tessellation library originally written in C by Jonathan Shewchuk.

Professional Activities

I serve as a technical paper reviewer for the following journals and conferences.

The Visual Computer (2017 – Present)
Computers & Graphics (2017 – Present)
Eurographics 2018
SIGGRAPH 2018