Publications and Technical Drafts

A collection of publications, presentations and prior projects.

Publications

Modelling Scene data for Render time Estimation

• Conference : Siggraph Asia 2019, Brisbane, Australia
• Category : Poster
• Description : A technique to estimate Render time of an Image of a typical 3D scene, based off previous renders.
• Tags : Machine Learning, Data modelling, Supervised learning
• Links : Posters Gallery

Network Intrusion Detection

• Conference : International Conference on Emerging Trends in Electrical, Communication and Information Technologies 2012, India
• Category : Technical Paper
• Description : A novel approach to detect and classify network intrusions from malicious access.
• Tags : Machine Learning, Supervised learning
• Links : Journal publication

Technical Drafts

2D-to-3D : Interactive construction of 3D Models from Images

• Description : Inspired by prior work in this domain, this was an attempt to see how close we could get at modelling 3D Shapes(primitives) from an image with user assistance.
• Demo : Vimeo Link
• Tags : Machine Learning, Neural nets, Image processing, OpenCV

Offline Handwriting Detection

• Description : An approach to detect and process handwriting from images. Learning the classic OCR technqiues.
• Tags : Machine Learning, Neural nets, Image processing, OpenCV

Spoken Language Identification

• Description : An attempt to detect a few regional languages of India, given an utterance
• Tags : Machine Learning, MFCC, Signal Procesing, Audio, Undergrad Project

Musical Instrument Recognition

• Description : A novel approach to detect an instrument given an audio clip/recording.
• Tags : Machine Learning, MFCC, Signal Procesing, Audio, Resarch Elective