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Projects

Active Projects

This is the thumbnail image for the project StreetReaderAI

StreetReaderAI

2024 – Present

This is the thumbnail image for the project AccessParkCV

AccessParkCV

2023 – Present

This is the thumbnail image for the project GeoQA^3

GeoQA^3

2024 – Present

This is the thumbnail image for the project RampNet

RampNet

2025 – Present

SonoCraftAR teaser figuer showing a DHH user describing their desired sound-reactive AR interface; LLM agents generating UI and animation code, and then redering a personalized AR interface that reacts to sound

SonoCraftAR

2025 – Present

This is the thumbnail image for the project Accessibility Scout

Accessibility Scout

2024 – Present

A teaser image for FlyMeThrough

FlyMeThrough

2024 – Present

This is the thumbnail image for the project Project Sidewalk

Project Sidewalk

2012 – Present

This is the thumbnail image for the project Personalizing Sound Recognition

Personalizing Sound Recognition

2019 – Present

This is the thumbnail image for the project DepthScape

DepthScape

2024 – Present

This is the thumbnail image for the project NightLight

NightLight

2024 – Present

This is the thumbnail image for the project Accessibility for Whom?

Accessibility for Whom?

2024 – Present

This is the thumbnail image for the project ArtInsight

ArtInsight

2023 – Present

This is the thumbnail image for the project Deep Learning for Sidewalk Assessment

Deep Learning for Sidewalk Assessment

2016 – Present

This is the thumbnail image for the project RAIS: Robotic Accessibility Indoor Scanner

RAIS: Robotic Accessibility Indoor Scanner

2023 – Present

This is the thumbnail image for the project SonifyAR: Context-Aware Sound Generation in Augmented Reality

SonifyAR: Context-Aware Sound Generation in Augmented Reality

2023 – Present

An example CookAR assistive vision overlay showing the graspable handle of the knife, the hazardous blade, and the intersection area with the target object

CookAR

2023 – Present

This is the thumbnail image for the project MobiPrint

MobiPrint

2022 – Present

This is the thumbnail image for the project AltGeoViz

AltGeoViz

2024 – Present

DIAM system overview. (A) The DJI Avata drone used to scan indoor spaces. (B) Indoor accessibility mapping result, green part shows detected doors. (C) DIAM use a few-shot fine-tuned instance segmentation model to detect accessibility related facilities. (D) DIAM also estimates camera position and fly trajectory to help locate detected facilities

DIAM: Drone-based Indoor Accessibility Mapping

2024 – Present

This is the thumbnail image for the project EARLL: Embodied AR Language Learning

EARLL: Embodied AR Language Learning

2023 – Present

The Oradell Girl Scouts presenting to the town council

Project Sidewalk + Community Science

2021 – Present

This is the thumbnail image for the project Sidewalk Equity

Sidewalk Equity

2022 – Present

An image of Manaswi Saha conducting an in-person study session with a wheelchair user

Multi-Stakeholder Interviews to Examine Urban Accessibility

2015 – Present

Tennis ball is covered by a red dot and surrounded by four green arrows forming a crosshair.

ARTennis

2023 – Present

A screenshot of BusStop CV showing automatic detections

BusStopCV

2023 – Present

This is the thumbnail image for the project AccessVis

AccessVis

2018 – Present

This is the thumbnail image for the project Accessibility-Infused Maps

Accessibility-Infused Maps

2016 – Present

This is the thumbnail image for the project Kinetic Fabrication

Kinetic Fabrication

2019 – Present

This is the thumbnail image for the project Urban Accessibility Evolution

Urban Accessibility Evolution

2015 – Present

Completed Projects

This is the thumbnail image for the project SPECTRA

SPECTRA

2022 – 2025

This is the thumbnail image for the project Accessibility Literature Survey

Accessibility Literature Survey

2020 – 2023

This is the thumbnail image for the project RASSAR

RASSAR

2022 – 2024

An image of Jae wearing the HoloLens 1 and pointing to a bag of chips in a grocery aisle asking "What is this?"

GazePointAR

2022 – 2024

This is an icon indicating the system diagram for LabelAid

LabelAId

2023 – 2024

An example LiDAR scan from access mapper

Accessible Pathway Mapping using LiDAR

2023

This is the thumbnail image for the project Kinergy

Kinergy

2020 – 2022

This is the thumbnail image for the project sPrintr

sPrintr

2022 – 2023

This is the thumbnail image for the project AR Captioning

AR Captioning

2016 – 2022

This is the thumbnail image for the project GlassEar

GlassEar

2014

This is the thumbnail image for the project HomeSound

HomeSound

2018 – 2020

This is the thumbnail image for the project SoundWatch

SoundWatch

2018 – 2022

This is the thumbnail image for the project HoloSound

HoloSound

2020

This is the thumbnail image for the project ProtoSound

ProtoSound

2020 – 2022

A sceenshot of the Ondule design tool with a printed example

Ondulé

2017 – 2019

This is the thumbnail image for the project ModElec

ModElec

2019 – 2021

A small-group meeting with people signing and a CART captions in the background. This image was generated automatically using Bing AI

Small Group Captioning

2020 – 2021

This is the thumbnail image for the project Touchscreen Accessibility

Touchscreen Accessibility

2007 – 2021

This is the thumbnail image for the project Sidewalk Gallery

Sidewalk Gallery

2019 – 2021

This is the thumbnail image for the project PrototypAR

PrototypAR

2017 – 2019

Children jumping and running in place with SharedPhys' Moving Graph display

SharedPhys

2014 – 2017

This is the thumbnail image for the project ARMath

ARMath

2018 – 2020

This is the thumbnail image for the project PneuFetch

PneuFetch

2019 – 2020

This is the thumbnail image for the project Deaf Travel Autoethnography

Deaf Travel Autoethnography

2018 – 2019

This is the thumbnail image for the project UITalk

UITalk

2019

This is the thumbnail image for the project Pervasive Thermography

Pervasive Thermography

2014 – 2019

This is the thumbnail image for the project Anchored Audio Sampling

Anchored Audio Sampling

2018

This is the thumbnail image for the project Thermporal

Thermporal

2015 – 2019

This is the thumbnail image for the project HandSight

HandSight

2013 – 2018

This is the thumbnail image for the project AR Magnification

AR Magnification

2016 – 2018

This is the thumbnail image for the project Cloth Recognition

Cloth Recognition

2015 – 2018

This is the thumbnail image for the project BodyVis

BodyVis

2012 – 2019

This is the thumbnail image for the project TouchCam

TouchCam

2014 – 2018

This is the thumbnail image for the project On-Body Interaction

On-Body Interaction

2013 – 2018

This is the thumbnail image for the project Haptic Hand Guidance

Haptic Hand Guidance

2015 – 2017

This is the thumbnail image for the project TacTILE

TacTILE

2017

This is the thumbnail image for the project MakerWear

MakerWear

2012 – 2017

This is the thumbnail image for the project SqueezaPulse

SqueezaPulse

2015 – 2016

This is the thumbnail image for the project ReWear

ReWear

2012 – 2016

This is the thumbnail image for the project Pixel

Pixel

2014 – 2015

This is the thumbnail image for the project I Like This Shirt

I Like This Shirt

2014 – 2015

This is the thumbnail image for the project AtmoSPHERE

AtmoSPHERE

2014 – 2015

This is the thumbnail image for the project Crowdsourcing Bus Stop Landmarks

Crowdsourcing Bus Stop Landmarks

2013 – 2014

This is the thumbnail image for the project Tohme

Tohme

2013 – 2014

This is the thumbnail image for the project Social Fabric Fitness

Social Fabric Fitness

2012 – 2014

This is the thumbnail image for the project Bear-With-Me

Bear-With-Me

2012 – 2013

This is the thumbnail image for the project Transportation Analytics

Transportation Analytics

2010 – 2012