My Research

All the papers I've worked on for conferences or for classwork during high school, university, and my career.

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Real-time multi-sensor RGB-D image stitching and noise removal

Non-published report implementing a Kinect image stitching algorithm and suggested improvements.

Authors: Connor Monahan

Venue: CSE559A Final Project

Genetic Deep Learning for Lung Cancer Screening

Part of my work at Innovation Dx extending NEAT to deep neural networks as a hyperparameter and architecture optimizer.

Authors: Hunter Park, Connor Monahan

Venue: C-MIMI 2019

Predicting the Presence of Cancer in Medical Images using Convolutional Neural Networks

High school research on building classifiers on the PLCO dataset.

Authors: Connor Monahan

Venue: JSHS 2017

Depth Image Segmentation Using Statistical Methods

High school project segmenting pixels into classes where all are within one standard deviation (plus tolerance).

Authors: Connor Monahan

Venue: JSHS 2016

Local Positioning System with Multiple Cameras

High school project triangulating position from static targets in the environment.

Authors: Connor Monahan

Venue: JSHS 2015