Research Projects

Photo Recall: Using the Internet to Label Your Photos

Searching through personal photos without any manual labeling

Leafsnap: An Electronic Field Guide

Summer 2009 - Fall 2012
Leafsnap: An Electronic Field Guide

Automatically identifying plant species using photos of leaves taken in the field by mobile devices

Multi-Attribute Spaces: Calibration for Attribute Fusion and Similarity Search

Calibrating the outputs of multiple attribute classifiers into normalized multi-attribute spaces for fusion and similarity search

Localizing Parts of Faces Using a Consensus of Exemplars

Robustly localizing face parts using local detectors and non-parametric, exemplar-based global models

Attribute and Simile Classifiers for Face Verification

Identifying faces using describable visual attributes of the face, automatically detected using attribute and simile classifiers

FaceTracer: A Search Engine for Large Collections of Images with Faces

Searching face images using automatically-trained classifiers of descriptions of face and image attributes

Face Swapping: Automatically Replacing Faces in Photographs

Using large collections of images to automatically replace faces in photos

What is a Good Nearest Neighbors Algorithm for Finding Similar Patches in Images?

Efficient methods for finding similar image patches and analysis of their performance

Alignment Registration of Multiple Range Scans

Fast alignment and visualization of multiple range scans

Older Projects

Audiomatch.net

March 2004 - 2007
Audiomatch.net

Music listening history and recommendation engine

Smileys Be Gone!

September 2006
Smileys Be Gone!

A game (created in a week) where you wreak mayhem in a city populated with smileys!

Compose-By-Chords Interactive Computer Music System

An interactive computer music system allowing for on-the-fly compositions using chords

ChromeSpeed 4455

Fall 2003
ChromeSpeed 4455

A networked, multiplayer vehicular deathmatch game

Clarinet Music Arrangements and Synchronized Video

Clarinet music arrangements and synchronized video for the Georgia Tech Marching Band's Surround Sound concerts