Signal Processing University

ADITYA KUMAR

• *** West *th Street, Unit-***, Tempe, Arizona • kumaradiusc@ gmail.com • 858-***-****

EDUCATION:

University of Southern California, Los Angeles, CA August 2011 – May 2013

Masters of Science, E lectrical E ngineering GPA: 3.88

Jaypee University of Information and Technology, India July 2007 – June 2011

Bachelors of Technology, E lectronics and Communication CGPA: 8.1

RELATED COURSEWORK:

Digital Image Processing, Immersive Audio, Computer Vision, Coding and Data Compression, Multimedia Systems Design, Computer Graphics, Digital

Signal Processing, Speech Recognition.

TECHNICAL SKILLS:

Programming Languages: C, C++, MATLAB, JAVA, Android

Operating Systems: Windows, Mac, Linux., Android

OpenGL, OpenCV.

Open Source Libraries:

Work Experience:

Edge3 Technologies September (2013) – Present

• Developing algorithms and writing codes for stereo matching to estimate a depth map from Microlens Array cameras.

• Created an Android application to implement the stereo matching algorithm for MicroLens Array cameras to estimate the

depth map.

• Worked on creating an Android application to design a UI interface and to integrate assets for Automobile.

• Implemented a Traffic light detection using Hough Circle transform.

Academic Projects:

Computer Vision (C++ and OpenCV) University of Southern California

• Implem ented 360-degree panoramic images using SIFT, RANSAC Homography, camera pose estim ation, and Image warping.

• Created a 3D Face recognition system from 3D point cloud using Iterative Closest Point and face templates.

• Augmented Reality implem ented on a video by posing a virtual object on a planar surface.

Image Processing (C++) University of Southern California

Studied and performed various image denoising algorithms including Non Local Means filtering.

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• Performed Texture Classification and Segmentation using supervised Laws Filter.

• Implem ented Optical Character Recognition using Morphological Image Processing and Geometric Transformations.

• Studied and implemented the Image Quilting algorithm of generating novel visual appearance by producing high quality output

images using tiles of sample images and rendering texture of one object to another.

M ultimedia Data Compression (JAVA) University of Southern Califo rnia

• Created a re-sizable image and video jigsaw puzzle game.

• Studied and Implemented a DCT based coder-decoder for compressing an image and simulating decoding using the

baseline as well as progressive modes of data delivery.

• Designed a G UI and interface it to play videos with efficiently indexing and searching for contextually similar videos

and video segments in other videos on the basis of intelligent heuristics such as presence o f high motion, high audio

coherence and sharp color changes.

Palm Recognition for Biometric Identification and Security (MATLAB)

• Developed a MATLAB software which verifies the palm pattern with registered users using the biometric identification to

ensure the security

Immersive Audio Signal Processing (MATLAB) University of Southern California

Simulation of 3D environment by projecting the sound sources in any direction in 3D space using two loud speakers and

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KEMAR library of head related transfer functions.

Speech Recognition and Processing for Multimedia (MATLAB) University of Southern Califo rnia

• Implemented a Voice Activity Detection system that automatically segment the voice activity region from the telephonic

speech recorded in various distortion and noise conditions using ZCR and STE .

Computer Graphics (C++ and OpenGL) University of Southern California

• Studied Geometric Transform ations, Texture mapping, Lighting and Shading on 3-D Objects.

• Implem ented OpenGL lighting and texture mapping to simulate a Roller Coaster using Catmull-Rom Splines.

• Implem ented a Ray Tracer to render 3-D scenes with shadows and reflections.

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