human-machine interaction
health
art
learning
artificial intelligence
architecture
robotics
consumer electronics
kids
networks
music
wearable computing
entertainment
politics
history
cognition
economy
archives
design
bioengineering
storytelling
social science
data
machine learning
technology
developing countries
interfaces
prosthetics
sensors
social media
human-computer interaction
social robotics
computer science
wellbeing
imaging
environment
space
privacy
ethics
civic technology
civic media
urban planning
engineering
transportation
communications
synthetic biology
affective computing
neurobiology
augmented reality
energy
data visualization
virtual reality
computer vision
blockchain
biotechnology
banking and finance
systems
3d printing
agriculture
biomechanics
prosthetic design
wiesner
open source
crowdsourcing
biology
cryptocurrency
genetics
fashion
food
gaming
government
collective intelligence
makers
social change
behavioral science
zero gravity
performance
language learning
public health
manufacturing
ecology
nonverbal behavior
perception
internet of things
construction
industry
security
mapping
extended intelligence
climate change
long-term interaction
ocean
visualization
social networks
physiology
data science
gesture interface
autonomous vehicles
orthotic design
networking
point of care
medicine
racial justice
bionics
holography
civic action
trust
human augmentation
pharmaceuticals
neural interfacing and control
hacking
interactive
community
mechanical engineering
autism research
clinical science
rfid
member event
academia
primary healthcare
clinical trials
trade
open access
cognitive science
alumni
soft-tissue biomechanics
randomized experiment
startup
chemistry
member company
voice
real estate
biomedical imaging
sports and fitness
gis
electrical engineering
mechatronics
publishing
natural language processing
fabrication
event
materials
marginalized communities
exhibit
metamaterials
microbiology
installation
Creating technology for social change
Most of the underwater world remains far off the map. For many of the most exciting exploration challenges—from Maya cenotes to urban aqu...
Can a person look at a portable display, click on a few buttons, and recover his or her refractive condition? Our optometry solution comb...
We are exploring mathematical modeling of time-of-flight imaging problems and solutions.
We use time-resolved information in an iterative optimization algorithm to recover reflectance of a three-dimensional scene hidden behind...
Time of Flight 3D cameras like the Microsoft Kinect are prevalent in computer vision and computer graphics. In such devices, the power of...
Lensless imaging with compressive ultrafast sensingTraditional cameras require a lens and a mega-pixel sensor to capture images. The lens...
Seamlessly coupling the worlds of bits and atoms by giving dynamic physical form to digital information and computation
During the gait cycle, the human ankle complex serves as a primary power generator while simultaneously stabilizing the entire limb. Thes...
We present an 8K (7680 x 4320 pixels) visualization system for terabyte-scale, three-dimensional microscopy images of a brain slice that ...
New technologies for recording neural activity, controlling neural activity, or building brain circuits, may be capable someday of servin...
Changing storytelling, communication, and everyday life through sensing, understanding, and new interface technologies
Imagine a physical object that floats through the air, unconstrained by gravity, which can move freely to display the motion of a planet ...
Space Exploration Initiative
Health 0.0
Revealing insights into the human condition and repairing brain disorders via novel tools for mapping and fixing brain computations
Future of clinical development is on the verge of a major transformation due to convergence of large new digital data sources, the comput...
New 3D imaging technique can reveal, much more quickly than other methods, how neurons connect throughout the brain.
Deep Angel is an artificial intelligence that erases objects from photographs. The algorithm is hosted on http://deepangel.media.mit...
Making the invisible visible–inside our bodies, around us, and beyond–for health, work, and connection
Enhancing human physical capability
Reimagining human cooperation in the age of social media and artificial intelligence
Ed Boyden and collaborators combine expansion microscopy with lattice light-sheet microscopy to capture detailed images of the brain.
General OverviewStaining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various ...
K. Angelino, D. A. Edlund, P. Shah. Near-Infrared Imaging for Detecting Caries and Structural Deformities in Teeth. Journal of Translational Engineering in Health and Medicine. 10.1109/JTEHM.2017.2695194
G. Yauney, K. Angelino, D. A. Edlund, P. Shah. "Convolutional Neural Network for Combined Classification of Fluorescent Biomarkers and Expert Annotations using White Light Images." 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering. 2017. DOI: 10.1109/BIBE.2017.00-37
Aman Rana, Yauney G, Lowe A, Shah P. IEEE Xplore, Proceedings of 2018 17th International Conference on Machine Learning and Applications (Conference acceptance rate: 14%)
The 2019 Forbes 30 Under 30 list includes at least three members of the Media Lab community.
Two-dimensional radiographs are commonly used for evaluating sub-surface hard structures of teeth, but they have low sensitivity for earl...
We have developed a new process to screen patients at the point-of-care with FDA-approved technology-enabled mobile health screenings (TE...
Complex biological systems such as brain circuits are extended 3-D structures made out of nanoscale building blocks such as proteins, RNA...
Biplanar fluoroscopy (BiFlo) enables three-dimensional bone kinematics analysis using x-ray videos and bone geometry from segmented...
Heshmat, B., Tancik, M., Satat, G. & Raskar, R. Photography optics in the time dimension. Nature Photonics 12, 560–566 (2018). 10.1038/s41566-018-0234-0
Technique can capture a scene at multiple depths with one shutter click—no zoom lens needed
MIT researchers have developed a system that can produce images of objects shrouded by fog so thick that human vision can’t penetrate it.
Seeing through dense, dynamic, and heterogeneous fog conditions. The technique, based on visible light, uses hardware that is similar to ...
Humans can accurately sense the position, speed, and torque of their limbs, even with their eyes shut. This sense, known as proprioceptio...
Biomarker imaging provides non-invasive indicators of disease and is used by human experts to augment disease diagnosis. It is, however, ...
We report a novel method that processes biomarker images collected at the point of care and uses machine learning algorithms to provide a...
Developed by MIT researchers, the technology could be a boon for drivers and driverless cars
We built a low-cost and open source 405 nm imaging device to capture red fluorescence signatures associated with the oral biomarker porph...
K. Angelino, D. A. Edlund, G. Bhatia, S. Wu, P. Shah. "Near-Infrared Transillumination Guides Administration of Dental 2D Radiography and CBCT Imaging." 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering. 2017. DOI: 10.1109/BIBE.2017.00-33
A. Rana, G. Yauney, L. C. Wong, O. Gupta, A. Muftu, P. Shah. "Automated segmentation of gingival diseases from oral images." 2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT). IEEE. 2017. DOI: 10.1109/HIC.2017.8227605
K. Angelino*, P. Shah*, D. Edlund, M. Mohit, G. Yauney. "Clinical validation and assessment of a modular fluorescent imaging system and algorithm for rapid detection and quantification of dental plaque." BMC Oral Health 17.1: 162. 2017. DOI: 10.1186/s12903-017-0472-4
www.ajlunited.orgAn unseen force is rising—helping to determine who is hired, granted a loan, or even how long someone spends in prison. ...
The Gender Shades project pilots an intersectional approach to inclusive product testing for AI.Algorithmic Bias PersistsGender Shades is...
He is passionate about developing imaging technologies that solve great challenges in society, science, and health
Computational method improves the resolution of time-of-flight depth sensors 1,000-fold.
Kadambi, Achuta and Raskar, Ramesh, Rethinking Machine Vision Time of Flight with GHz Heterodyning, IEEE Access 2017
Researchers want to know what images make us feel more attached to other people. They call their project “Deep Empathy.”
Kadambi, Achuta, et al. "Depth Sensing Using Geometrically Constrained Polarization Normals." International Journal of Computer Vision 125.1-3 (2017): 34-51.
What would your city look like after a disaster? Deep Empathy is a collaboration between the Scalable Coope...
Expansion microscopy (ExM) is a new imaging modality developed by MIT Media Lab's Synthetic Neurobiology group. ExM allows biomolecules t...
Terahertz time-gated spectral imaging for content extraction through layered structures.
One day, you're a terrible killing and eating machine. Flash forward 65 million years, and you're being conquered by a $150 gaming access...
Enlarging clinical samples for imaging to understand the building blocks of pathologies with nanoscale precision
When a group of forensic dentistry experts set out in 2016 to investigate what may have caused some peculiar holes in a T. rex jaw, they ...
System with $150 worth of hardware offers alternative to 3-D scanners that cost 200 times as much
High-resolution imaging with conventional microscopes:Tissue-expansion technique could allow scientists to map brain circuits.
How to see through tissueWe demonstrate a new method to image through scattering materials like tissue and fog. The demonstration include...
With over a billion people carrying camera-phones worldwide, we have a new opportunity to upgrade the classic bar code to encourage a fle...
We introduce a novel interactive method to assess cataracts in the human eye by crafting an optical solution that measures the perceptual...
Using a femtosecond laser and a camera with a time resolution of about one trillion frames per second, we recover objects hidden out of s...
We are expanding the home-video viewing experience by generating imagery to extend the TV screen and give the impression that the scene w...