National Science Foundation

The National Science Foundation (NSF) is an independent federal agency established in 1950 and based in Alexandria, Virginia. It is dedicated to supporting research and education in science and engineering across a wide range of disciplines. The NSF provides significant non-dilutive funding, up to $1.5 million, to startups and small businesses through its America's Seed Fund initiative, which is part of the Small Business Innovation Research (SBIR) program mandated by Congress. With an operating budget of approximately $7.8 billion, the NSF is committed to advancing fundamental research and education, thus fostering innovation and technological development in the United States.

James Donlon

Program Director

Debasis Majumdar

Program Director

Graciela Narcho

Staff Associate

Sethuraman Panchanathan

Director

Past deals in Image Recognition

myAnIML

Grant in 2024
myAnIML specializes in AI-driven solutions for predicting and tracking diseases in cattle. The company's innovative technology employs artificial intelligence to analyze unique facial features and muzzles of cattle through imaging, facilitating early detection and monitoring of diseases. By enhancing disease management in the cattle farming industry, myAnIML aims to reduce treatment costs and mitigate the spread of diseases, ultimately saving lives and increasing revenue for farmers.

ViQi

Grant in 2022
ViQi offers software-as-a-service solutions for scientific image analysis, catering to various sectors including life sciences, construction, and agriculture. The platform enables users to customize services for data storage and analysis through a straightforward subscription model. ViQi specializes in custom image processing and informatics, providing tools such as bio-image semantic queries, module development, and assistance with intranet deployment. This allows clients to efficiently view, investigate, share, and store complex data and images, facilitating swift results and discoveries in their respective fields.

Alienbyte

Grant in 2022
Alienbyte specializes in providing medical images and corresponding labels essential for the advanced analysis of human and animal anatomy, as well as for training artificial intelligence algorithms. The company has developed a web application that features a user-friendly interface and tools for annotating three-dimensional tomographic images. By incorporating artificial intelligence and algorithmic techniques, Alienbyte enhances the efficiency of the labeling process, thereby increasing the utility of medical images for researchers, healthcare professionals, and patients. This focus on innovative labeling solutions positions Alienbyte as a valuable resource in the medical imaging field.

Wildlife Imaging Systems

Grant in 2022
Wildlife Imaging Systems specializes in advanced machine vision solutions aimed at supporting the research community in wildlife conservation. The company has developed a comprehensive machine vision platform that facilitates video capture in natural environments. This platform includes field-ready video capture hardware and sophisticated video processing capabilities, allowing researchers to gather critical data and insights for decision-making regarding wildlife conservation efforts. By enhancing the ability to monitor and study wildlife through innovative technology, Wildlife Imaging Systems contributes significantly to the preservation of biodiversity.

Lucendi

Grant in 2021
Lucendi is a developer of AI-enabled smart measurement platforms focused on micro-object detection and characterization. The company leverages advanced technologies such as computational microscopy and holographic imaging, combined with innovative image processing, big data analytics, and machine learning. This expertise allows Lucendi to provide clients with versatile applications that enhance efficiency and reduce costs. In addition to its measurement platforms, Lucendi also offers a range of products including lighting, electrical materials, solar energy systems, and electrical socket solutions.

QUANTERRA SOFTWARE

Grant in 2021
QUANTERRA SOFTWARE offers a software platform that automatically detects, locates, and counts objects on aerial imagery. The first service is COWculator, a service that automatically counts cows in aerial images obtained during a drone flyover. The 99% accuracy that we provide surpasses professional guesstimates and enables feedlot audits to dramatically reduce their outlay of time and manpower during routine audits. Our second product will be focused on ranches and pastureland, where it is extremely difficult to guesstimate the number of cows, calves and bulls on a ranch.

Radiosight

Grant in 2021
Radiosight, founded in 2020 and headquartered in Hoboken, New Jersey, specializes in ultra-wide imaging technology aimed at improving the diagnosis of skin cancer and assisting in surgical decisions. The company has developed an innovative technique that enhances image resolutions, offering a handheld 3D imaging device that reveals the underlying shape and profile of suspicious tissue. This technology enables dermatologists to better visualize the margins before biopsy, thereby increasing the accuracy of skin lesion excisions. Through its advanced imaging solutions, Radiosight seeks to enhance the effectiveness of skin cancer treatment and diagnosis.

Aura Intelligent Systems

Grant in 2021
Aura Intelligent Systems specializes in advanced solutions within the domains of radio technology, robotics, and artificial intelligence. The company has developed patented digital imaging radar technology that offers high-resolution spatial sensing, addressing issues of interference and latency commonly faced by existing radar systems. Their innovative approach combines a 5G hardware architecture with intelligent, programmable software, facilitating 5D situational awareness while minimizing harmful effects such as jamming and multipath interference. This software-defined radar not only achieves longer operational ranges but also maintains low power consumption, providing a cost-effective solution for automotive and robotics applications.

Ramona

Grant in 2021
Ramona develops advanced microscopy tools designed to enhance cellular-level research by capturing detailed images over vast areas. The company's innovative microscope employs custom control electronics to efficiently process large volumes of image data from multiple micro-cameras, allowing researchers to capture and analyze extensive gigapixel datasets. This capability not only provides a wider field of view but also enables synchronous data capture, allowing for real-time observation of cellular processes. By offering a new perspective on cellular dynamics, Ramona's technology empowers researchers to make more informed decisions quickly and effectively.

ViQi

Grant in 2020
ViQi offers software-as-a-service solutions for scientific image analysis, catering to various sectors including life sciences, construction, and agriculture. The platform enables users to customize services for data storage and analysis through a straightforward subscription model. ViQi specializes in custom image processing and informatics, providing tools such as bio-image semantic queries, module development, and assistance with intranet deployment. This allows clients to efficiently view, investigate, share, and store complex data and images, facilitating swift results and discoveries in their respective fields.

AI Metrics

Grant in 2020
AI Metrics, LLC is an early-stage company based in Birmingham, Alabama, focused on developing artificial intelligence and imaging solutions to enhance workflows, quantitative metrics, and reporting within clinical practices and trials. Established in 2019, the company specializes in creating advanced imaging software that assists radiologists in efficiently measuring and reporting on patient conditions. Its innovative technology enables the tracking of responses in non-target lesions and image findings, thereby improving the quality and consistency of data output. By leveraging AI, AI Metrics aims to provide radiologists with tools that enhance their efficiency and value as clinicians, ultimately supporting better patient care and facilitating advanced research through data-driven findings and clear graphical reports.

Onu Technology

Grant in 2020
The latest advances in computation are awe-inspiring, from big data to machine learning to image recognition. But these techniques are difficult to understand and implement, and can require massive computational and engineering resources. Onu is advancing the frontiers of computer science in a way that makes the power of cutting-edge algorithms accessible to all. Onu was founded by leading computer scientists and accomplished entrepreneurs. They work closely with leading researchers in academia and industry. Their ambitions befit the caliber of Their supporters and contributors.

InformAI

Grant in 2020
InformAI, LLC specializes in developing business analytics and artificial intelligence solutions tailored for the healthcare industry. Founded in 2017 and headquartered in Houston, Texas, the company offers a range of AI-powered tools designed to enhance diagnostic accuracy and operational efficiency for healthcare organizations, medical device companies, and imaging firms. Their product suite includes classifiers for conditions such as brain cancer and paranasal sinus diseases, as well as surgical risk and patient outcome predictors. InformAI's software leverages advanced algorithms, including deep learning and natural language processing, to streamline image classification and analyze medical reports. By providing these innovative solutions, InformAI aims to facilitate quicker patient diagnoses and improve overall healthcare outcomes.

Docugami

Grant in 2020
Docugami, Inc. is an artificial intelligence document engineering company based in Kirkland, Washington, founded in 2017. The firm develops a software-as-a-service (SaaS) solution that utilizes various AI techniques, including natural language processing, image recognition, and declarative markup. This technology empowers businesses of all sizes to significantly enhance the creation and management of their documents, ultimately leading to improved insight, efficiency, and overall business impact. By leveraging advanced AI methods, Docugami aims to transform how organizations handle their unique documentation needs.

EPIImaging

Grant in 2020
EPIImaging operates a 3D computer vision platform that focuses on developing camera arrays for light-field capture and analysis. The company's technology is grounded in epipolar-plane image analysis, which is crucial for high-quality passive ranging. By leveraging this innovative approach, EPIImaging enables precise image acquisition and addresses challenges such as the aperture problem and the correspondence problem among various captured viewpoints. Through their advancements in 3D vision systems, the company aims to enhance image processing capabilities and improve the overall quality of visual data.

Onu Technology

Grant in 2020
The latest advances in computation are awe-inspiring, from big data to machine learning to image recognition. But these techniques are difficult to understand and implement, and can require massive computational and engineering resources. Onu is advancing the frontiers of computer science in a way that makes the power of cutting-edge algorithms accessible to all. Onu was founded by leading computer scientists and accomplished entrepreneurs. They work closely with leading researchers in academia and industry. Their ambitions befit the caliber of Their supporters and contributors.

Wildlife Imaging Systems

Grant in 2020
Wildlife Imaging Systems specializes in advanced machine vision solutions aimed at supporting the research community in wildlife conservation. The company has developed a comprehensive machine vision platform that facilitates video capture in natural environments. This platform includes field-ready video capture hardware and sophisticated video processing capabilities, allowing researchers to gather critical data and insights for decision-making regarding wildlife conservation efforts. By enhancing the ability to monitor and study wildlife through innovative technology, Wildlife Imaging Systems contributes significantly to the preservation of biodiversity.

PhotonLab

Grant in 2019
PhotonLab develops photosensor technology for light detection and radiation monitoring. The company was founded in 2015 by Daniel Ferenc and has its headquarters in Davis, California.

iSono Health

Grant in 2019
iSono Health, Inc. is a healthcare company based in San Francisco, California, focused on revolutionizing breast cancer screening through innovative technology. Founded in 2014, the company has developed a wearable solution that combines automated 3D ultrasound technology with artificial intelligence to facilitate personalized and accessible breast health monitoring. This solution allows users to scan their breasts, track changes over time, and receive real-time feedback, enabling them to compare images month to month. Additionally, the device supports the sharing of images with radiologists for further evaluation, promoting early cancer detection and continuous monitoring. By leveraging cloud computation and advanced imaging techniques, iSono Health aims to empower women and healthcare providers in the fight against breast cancer.

The Bee Corp

Grant in 2019
The Bee Corp specializes in developing infrared image analysis software aimed at enhancing the effectiveness of bee pollination. Its primary product, Verifli, utilizes data analytics and infrared inspection technology to monitor the number, health, and distribution of pollinating bees within beehives. This innovative approach assists farmers and beekeepers in measuring the pollination value, determining pricing, and ultimately maximizing crop yields. By providing essential insights into bee populations and their health, The Bee Corp plays a critical role in supporting agricultural productivity and sustainability.

DeepHealth

Grant in 2019
DeepHealth, Inc. is a radiology artificial intelligence and machine learning company based in Cambridge, Massachusetts, founded in 2015. The company specializes in developing solutions for the medical interpretation of mammography exams, leveraging data science and imaging analysis to support radiologists in their diagnostic processes. By utilizing machine learning, DeepHealth distills extensive insights from medical experts into software designed to enhance the accuracy and reliability of radiological assessments. The company's mission is to improve patient care by providing trustworthy products that are grounded in rigorous scientific research and integrated into clinical practice.

QUANTERRA SOFTWARE

Grant in 2019
QUANTERRA SOFTWARE offers a software platform that automatically detects, locates, and counts objects on aerial imagery. The first service is COWculator, a service that automatically counts cows in aerial images obtained during a drone flyover. The 99% accuracy that we provide surpasses professional guesstimates and enables feedlot audits to dramatically reduce their outlay of time and manpower during routine audits. Our second product will be focused on ranches and pastureland, where it is extremely difficult to guesstimate the number of cows, calves and bulls on a ranch.

Intelinair

Grant in 2019
IntelinAir, Inc. is an aerial imagery analytics company based in San Jose, California, focused on providing technology solutions for the agriculture sector. Founded in 2014, the company specializes in delivering actionable intelligence from aerial data, enabling farmers to make data-driven decisions that enhance operational efficiency and increase crop yields. IntelinAir's SafeSmart technology offers precision flight and data analysis capabilities, with products including the SafeSmart RD-100 and RD-200 UAVs, which serve as flexible platforms for academic research and development. The company's interactive crop intelligence platform provides comprehensive field views, prioritizes monitoring needs, and facilitates timely reviews, empowering farmers and agricultural retailers to protect yield potential and identify sustainability opportunities throughout the growing season.

Onu Technology

Grant in 2019
The latest advances in computation are awe-inspiring, from big data to machine learning to image recognition. But these techniques are difficult to understand and implement, and can require massive computational and engineering resources. Onu is advancing the frontiers of computer science in a way that makes the power of cutting-edge algorithms accessible to all. Onu was founded by leading computer scientists and accomplished entrepreneurs. They work closely with leading researchers in academia and industry. Their ambitions befit the caliber of Their supporters and contributors.

Gigajot Technology

Grant in 2019
Gigajot Technology Inc. is a Pasadena, California-based company founded in 2017 by Dr. Saleh Masoodian and Dr. Jiaju Ma. The company specializes in the development of quanta image sensors (QIS) that utilize high-speed single-photon detection to enhance image capture capabilities for both consumers and professionals. Gigajot Technology offers image processing services across various sectors, including scientific imaging, medical imaging, space imaging, security and defense, low-light photography and videography, computational imaging, automotive sensing, and 3D sensing. By focusing on advanced imaging technologies, Gigajot aims to create innovative solutions that address diverse imaging needs.

Visikol

Grant in 2019
Visikol Inc. is a company based in New Brunswick, New Jersey, specializing in advanced drug discovery services and bio-imaging technology. It develops and provides a range of products, including Visikol, an optical sectioning tool for plant tissues, and Visikol HISTO, a series of tissue clearing kits and reagents designed to enhance 3D imaging in tissue processing workflows. Visikol's technologies enable researchers to visualize specimens effectively, allowing for the identification of adulterants and assessment of sample quality. The company also offers comprehensive drug discovery services, including the development of 2D and 3D in vitro models, assays, and digital pathology solutions. By transforming tissues into high-resolution images and quantitative datasets, Visikol supports clients in making informed decisions during the drug discovery process. Additionally, the firm manufactures 3D immuno-labeling kits, facilitating rapid imaging of whole tissues and 3D cell culture models, thereby moving beyond traditional 2D sectioning methods.

Mirada

Grant in 2019
Mirada Technologies Inc., established in 2017 and headquartered in San Francisco, specializes in developing and selling LiDAR sensor components. These components are integral to advanced driver safety systems and autonomous vehicles, primarily serving automotive suppliers. Mirada's core offerings include innovative laser scanning and detector technology, with its flagship product being a state-of-the-art laser scanner that ensures accurate ranging distance, wide field of view, reliability, and scalable volume production.

SpIntellx

Grant in 2019
SpIntellx, Inc. is a computational and systems pathology company based in Pittsburgh, Pennsylvania, specializing in spatial intelligence software products for cancer diagnosis. Established in 2017, the company offers innovative solutions such as SpIntellx, which analyzes image data sets from various imaging platforms and reagent types, enabling precise analysis of pathology tissue sections. Additionally, SpIntellx provides HistoMapr, a computational guide for pathologists, and TumorMapr, which examines the spatial interactions of biomarkers within whole slide images using multiplexed fluorescence. By leveraging unbiased spatial analytics powered by explainable AI, SpIntellx aims to enhance the understanding of complex cancer biology, contributing to advancements in medicine and research across drug development, diagnostics, and treatment pipelines.

Refined Imaging

Grant in 2019
Refined Imaging specializes in advanced imaging technologies that facilitate the authentication of additively manufactured parts and the identification of counterfeit items. The company's platform employs interferometry techniques, including microfabrication, X-ray, and neutron grating interferometry, to generate precise images based on the interaction of electromagnetic waves. This imaging process is repeatable, allowing for consistent data comparison with blockchain data files to verify authenticity. By providing a cyber-physical trust anchor, Refined Imaging enhances the reliability and security of manufacturing processes across various industries.

Docbot

Grant in 2019
Docbot, Inc. is an artificial intelligence technology company based in Irvine, California, that specializes in gastrointestinal diseases. The company develops web-based applications for iOS and Android devices, offering a clinical decision support system that aggregates patient information and provides cloud analytics for healthcare professionals. Its flagship product is built on the UltivisionAI software platform, which focuses on real-time image analysis and automated reporting. This platform is designed to detect colorectal cancer and other gastrointestinal conditions by integrating various data sources from imaging systems and pathology requisitions. Docbot aims to enhance patient care and streamline clinical workflows, ultimately reducing cancer risks and improving outcomes for patients in the gastrointestinal specialty.

Lucendi

Grant in 2019
Lucendi is a developer of AI-enabled smart measurement platforms focused on micro-object detection and characterization. The company leverages advanced technologies such as computational microscopy and holographic imaging, combined with innovative image processing, big data analytics, and machine learning. This expertise allows Lucendi to provide clients with versatile applications that enhance efficiency and reduce costs. In addition to its measurement platforms, Lucendi also offers a range of products including lighting, electrical materials, solar energy systems, and electrical socket solutions.

Mura

Grant in 2018
Mura is an imaging system capable of capturing surface micro-geometry and appearance on real-world objects.

Aware Vehicles

Grant in 2018
Aware Vehicles, founded in 2017 and based in Kansas City, Missouri, specializes in the development of autonomous drones that capture and analyze spectral aerial images. These drones leverage advanced imaging technology and artificial intelligence to serve various sectors, including precision agriculture, defense, disaster response, logistics, and infrastructure. By providing precise asset inspections and enhancing emergency response and communication capabilities, Aware Vehicles aims to meet the diverse needs of its clients through innovative aerial solutions.

Grokstyle

Grant in 2018
Grokstyle develops an app that automatically identifies furniture and home decor from just about any picture or angle. Partner with us to reimagine the consumer experience — visual search, inspiration, and on-point recommendations.

Gigajot Technology

Grant in 2017
Gigajot Technology Inc. is a Pasadena, California-based company founded in 2017 by Dr. Saleh Masoodian and Dr. Jiaju Ma. The company specializes in the development of quanta image sensors (QIS) that utilize high-speed single-photon detection to enhance image capture capabilities for both consumers and professionals. Gigajot Technology offers image processing services across various sectors, including scientific imaging, medical imaging, space imaging, security and defense, low-light photography and videography, computational imaging, automotive sensing, and 3D sensing. By focusing on advanced imaging technologies, Gigajot aims to create innovative solutions that address diverse imaging needs.

Mentium Technologies

Grant in 2017
Mentium Technologies Inc. specializes in the development of artificial intelligence processors tailored for power electronics, including cameras, sensors, microphones, and wearable devices. Founded in 2016 and located in Santa Barbara, California, the company focuses on creating ultra-high efficiency AI chips that enable complex video analytics in edge applications. By leveraging a unique approach centered on non-volatile memory devices, Mentium's technology facilitates analog in-memory computation, ensuring high speed, quality, and reliability for mission-critical AI inference. Their solutions aim to achieve optimal accuracy and performance, making them particularly valuable in applications that demand resilience to temperature and device variations, such as autonomous vehicles and cloud computing.

Geegah

Grant in 2017
Geegah specializes in micro- and nano-imaging technology, focusing on chip-based solutions that provide real-time data on various environmental factors. The company develops a range of products, including heaters, coolers, microfluidic cavities, optical microscope add-ons, imaging boards, and an imager PC interface system. Their innovative approach integrates piezoelectric films with CMOS technology, allowing for enhanced imaging capabilities of small objects, such as soil particles, roots, and moisture levels. This technology enables clients to access low-cost chips that can be utilized in diverse applications, facilitating informed decision-making based on the data generated. Geegah's commitment to research in piezoelectric CMOS electronics positions it at the forefront of the micro-imaging field, catering to industries that require precision imaging and real-time analysis.

The Bee Corp

Grant in 2017
The Bee Corp specializes in developing infrared image analysis software aimed at enhancing the effectiveness of bee pollination. Its primary product, Verifli, utilizes data analytics and infrared inspection technology to monitor the number, health, and distribution of pollinating bees within beehives. This innovative approach assists farmers and beekeepers in measuring the pollination value, determining pricing, and ultimately maximizing crop yields. By providing essential insights into bee populations and their health, The Bee Corp plays a critical role in supporting agricultural productivity and sustainability.

Mirada

Grant in 2017
Mirada Technologies Inc., established in 2017 and headquartered in San Francisco, specializes in developing and selling LiDAR sensor components. These components are integral to advanced driver safety systems and autonomous vehicles, primarily serving automotive suppliers. Mirada's core offerings include innovative laser scanning and detector technology, with its flagship product being a state-of-the-art laser scanner that ensures accurate ranging distance, wide field of view, reliability, and scalable volume production.

iSono Health

Grant in 2017
iSono Health, Inc. is a healthcare company based in San Francisco, California, focused on revolutionizing breast cancer screening through innovative technology. Founded in 2014, the company has developed a wearable solution that combines automated 3D ultrasound technology with artificial intelligence to facilitate personalized and accessible breast health monitoring. This solution allows users to scan their breasts, track changes over time, and receive real-time feedback, enabling them to compare images month to month. Additionally, the device supports the sharing of images with radiologists for further evaluation, promoting early cancer detection and continuous monitoring. By leveraging cloud computation and advanced imaging techniques, iSono Health aims to empower women and healthcare providers in the fight against breast cancer.

Aira

Grant in 2017
Aira is dedicated to enhancing accessibility for individuals who are blind or have low vision. The company offers remote visual interpretation services through an app that connects users with highly trained Visual Interpreters. By streaming live video from the user's smartphone camera, these interpreters assist with a variety of tasks, including navigation and face recognition, enabling users to engage more fully in daily activities. Additionally, Aira has developed a wearable assistive product that utilizes smart glasses and an augmented reality dashboard, allowing certified agents to see what the user sees in real-time. This combination of technology and human support empowers visually impaired individuals to navigate their environments with greater independence and confidence.

Voxel Healthcare

Grant in 2017
Voxel Healthcare is a medical technology company specializing in cloud-based AI for medical imaging. It develops software that automatically identifies and measures key structures in brain MRI scans, enabling radiologists and clinicians to more accurately diagnose pediatric brain disorders by comparing patient data to a large database of normal subjects.

Mura

Grant in 2017
Mura is an imaging system capable of capturing surface micro-geometry and appearance on real-world objects.

PhotonLab

Grant in 2017
PhotonLab develops photosensor technology for light detection and radiation monitoring. The company was founded in 2015 by Daniel Ferenc and has its headquarters in Davis, California.

GDA Corp

Grant in 2017
GDA specializes in sophisticated processing and deep analysis of airborne and satellite imagery for agricultural intelligence. They are a recognized leader in the rapid processing and analysis of massive amounts of imagery for frequent, objective in-season assessments of crop conditions, progress, acreage, and yield from sub-field to country levels. GDA continually aggregates imagery from a multitude of sources enabling global cropland coverage and analysis. They work with customers to integrate quality imagery and advanced analysis from GDA into their agricultural management systems. GDA is, at its core, a satellite image analysis company and has been focused on tough problems in image processing from its inception in 2002. GDA grew out of a long history of science-backed image processing research particularly as it relates to agricultural analysis. They have a seasoned track record of winning highly competitive Small Business Innovative Research (SBIR) grants to develop state-of-art technology and have been a prime contractor to the USDA Foreign Agricultural Service since 2005.

EPIImaging

Grant in 2016
EPIImaging operates a 3D computer vision platform that focuses on developing camera arrays for light-field capture and analysis. The company's technology is grounded in epipolar-plane image analysis, which is crucial for high-quality passive ranging. By leveraging this innovative approach, EPIImaging enables precise image acquisition and addresses challenges such as the aperture problem and the correspondence problem among various captured viewpoints. Through their advancements in 3D vision systems, the company aims to enhance image processing capabilities and improve the overall quality of visual data.

Visikol

Grant in 2016
Visikol Inc. is a company based in New Brunswick, New Jersey, specializing in advanced drug discovery services and bio-imaging technology. It develops and provides a range of products, including Visikol, an optical sectioning tool for plant tissues, and Visikol HISTO, a series of tissue clearing kits and reagents designed to enhance 3D imaging in tissue processing workflows. Visikol's technologies enable researchers to visualize specimens effectively, allowing for the identification of adulterants and assessment of sample quality. The company also offers comprehensive drug discovery services, including the development of 2D and 3D in vitro models, assays, and digital pathology solutions. By transforming tissues into high-resolution images and quantitative datasets, Visikol supports clients in making informed decisions during the drug discovery process. Additionally, the firm manufactures 3D immuno-labeling kits, facilitating rapid imaging of whole tissues and 3D cell culture models, thereby moving beyond traditional 2D sectioning methods.

Tarsier Optics

Grant in 2016
Tarsier Optics specializes in advanced imaging technology, focusing on the development of quantum cameras that deliver high-resolution, noise-free images. The company's innovative image processing technique allows for effective long-range imaging, making it particularly suitable for military applications, including vehicles, aircraft, and drones. By utilizing lightweight lenses, Tarsier Optics enhances the clarity and quality of images, helping clients achieve a strategic advantage in various operational scenarios. This capability addresses challenges such as distortion from heat haze turbulence, ensuring that users obtain reliable and precise imagery in demanding environments.

Grokstyle

Grant in 2016
Grokstyle develops an app that automatically identifies furniture and home decor from just about any picture or angle. Partner with us to reimagine the consumer experience — visual search, inspiration, and on-point recommendations.

TechComb

Grant in 2015
TechComb, headquartered in Fort Worth, Texas, specializes in machine-learning driven object recognition and inspection solutions for manufacturing facilities. Founded by Jonathan Kretz and Aditya Das, the company's core product is a machine vision application that significantly reduces the time and effort required to train and deploy models, thereby enhancing operational efficiency by seamlessly integrating machine vision into manufacturing processes.

Stratio

Grant in 2015
Stratio, Inc. is a technology company based in Palo Alto, California, founded in 2013 with the aim of making infrared sensing accessible to a broader market. The company designs, develops, and manufactures advanced infrared technologies, including LinkSquare, a portable spectrometer, and BeyonSense, the first smartphone-compatible shortwave infrared camera. Stratio's innovative germanium-based shortwave infrared sensors facilitate the creation of versatile and affordable infrared devices. Their products are utilized globally by partners and customers to enhance process efficiency, combat counterfeiting, ensure food safety, and support precision agriculture. Stratio is also focused on future innovations in infrared sensing, with plans to develop Hyper-Spectral Imaging solutions.

GDA Corp

Grant in 2015
GDA specializes in sophisticated processing and deep analysis of airborne and satellite imagery for agricultural intelligence. They are a recognized leader in the rapid processing and analysis of massive amounts of imagery for frequent, objective in-season assessments of crop conditions, progress, acreage, and yield from sub-field to country levels. GDA continually aggregates imagery from a multitude of sources enabling global cropland coverage and analysis. They work with customers to integrate quality imagery and advanced analysis from GDA into their agricultural management systems. GDA is, at its core, a satellite image analysis company and has been focused on tough problems in image processing from its inception in 2002. GDA grew out of a long history of science-backed image processing research particularly as it relates to agricultural analysis. They have a seasoned track record of winning highly competitive Small Business Innovative Research (SBIR) grants to develop state-of-art technology and have been a prime contractor to the USDA Foreign Agricultural Service since 2005.

Intelinair

Grant in 2015
IntelinAir, Inc. is an aerial imagery analytics company based in San Jose, California, focused on providing technology solutions for the agriculture sector. Founded in 2014, the company specializes in delivering actionable intelligence from aerial data, enabling farmers to make data-driven decisions that enhance operational efficiency and increase crop yields. IntelinAir's SafeSmart technology offers precision flight and data analysis capabilities, with products including the SafeSmart RD-100 and RD-200 UAVs, which serve as flexible platforms for academic research and development. The company's interactive crop intelligence platform provides comprehensive field views, prioritizes monitoring needs, and facilitates timely reviews, empowering farmers and agricultural retailers to protect yield potential and identify sustainability opportunities throughout the growing season.

Scientific Imaging and Visualization

Grant in 2014
Scientific Imaging and Visualization develops image processing, computer vision, and visualization products and services. The company was founded in 2010 by Oskar Skrinjar and is based in Atlanta, Georgia.

InView

Grant in 2014
InView Technology Corporation, established in 2009 and headquartered in Austin, Texas, specializes in the development and manufacturing of compressive sensing-based imaging and hyperspectral imaging products. The company's offerings include CompressView software for data management, SWIR cameras, and controllable spatial light modulator systems. Its applications span various sectors such as microscopy and life sciences, military and surveillance, maritime, and industrial process control. InView's technology enables affordable and high-performance imaging solutions, making it a significant player in the imaging industry.

Stratio

Grant in 2014
Stratio, Inc. is a technology company based in Palo Alto, California, founded in 2013 with the aim of making infrared sensing accessible to a broader market. The company designs, develops, and manufactures advanced infrared technologies, including LinkSquare, a portable spectrometer, and BeyonSense, the first smartphone-compatible shortwave infrared camera. Stratio's innovative germanium-based shortwave infrared sensors facilitate the creation of versatile and affordable infrared devices. Their products are utilized globally by partners and customers to enhance process efficiency, combat counterfeiting, ensure food safety, and support precision agriculture. Stratio is also focused on future innovations in infrared sensing, with plans to develop Hyper-Spectral Imaging solutions.

Lynx Laboratories

Grant in 2014
Lynx Laboratories, Inc. specializes in developing software applications and hardware for 3D imaging, catering to various industries including surveying, engineering, design, biometrics, and construction measurements. Based in Austin, Texas, the company is recognized for its innovative mobile structural capture device, which effectively captures the shape and motion of environments. With a team boasting over twenty years of combined experience in machine learning, Lynx Laboratories has achieved significant recognition, including awards for innovation and funding from the National Science Foundation. As a subsidiary of Occipital, Inc., Lynx Laboratories continues to lead in the field of structural capture and next-generation photography, reflecting its commitment to advancing technology in 3D scanning.

Neon Labs.

Grant in 2013
Neon Open is an innovative platform that leverages artificial intelligence to enhance advertising inventory through open-source technology. By employing a deep learning model, it quantifies the emotional impact of images and videos, allowing users to predict which visuals will generate increased engagement, including clicks, likes, and shares. The platform caters to a diverse range of users, including journalists, artists, engineers, and non-profit organizations, making it a versatile tool in the marketing landscape. Neon Open's offerings, including Neon for Video, have demonstrated significant effectiveness, with reported increases in video views through real-time optimization of visual content. The company has established partnerships with leading deep learning frameworks to support its mission of improving customer engagement and streamlining the marketing workflow by automating the selection of impactful images and videos.

InView

Grant in 2013
InView Technology Corporation, established in 2009 and headquartered in Austin, Texas, specializes in the development and manufacturing of compressive sensing-based imaging and hyperspectral imaging products. The company's offerings include CompressView software for data management, SWIR cameras, and controllable spatial light modulator systems. Its applications span various sectors such as microscopy and life sciences, military and surveillance, maritime, and industrial process control. InView's technology enables affordable and high-performance imaging solutions, making it a significant player in the imaging industry.

SKINfrared

Grant in 2013
SKINfrared specializes in research and development of next-generation infrared cameras. Their area of expertise include: development of high-performance infrared (2-14 um range) single and dual-band detectors, early detection of skin cancer with Advanced Longwave infrared-imaging and Analysis System (ALIAS), and development of SKI proprietary software for image-registration/data analysis (SKIViz). It was co-founded by Sanchita Krishna and Sanjay Krishna.

Lynx Laboratories

Grant in 2012
Lynx Laboratories, Inc. specializes in developing software applications and hardware for 3D imaging, catering to various industries including surveying, engineering, design, biometrics, and construction measurements. Based in Austin, Texas, the company is recognized for its innovative mobile structural capture device, which effectively captures the shape and motion of environments. With a team boasting over twenty years of combined experience in machine learning, Lynx Laboratories has achieved significant recognition, including awards for innovation and funding from the National Science Foundation. As a subsidiary of Occipital, Inc., Lynx Laboratories continues to lead in the field of structural capture and next-generation photography, reflecting its commitment to advancing technology in 3D scanning.

TaggPic (Acquired by Google)

Grant in 2012
TaggPic geo-recognition technology analyzes photos based solely on visual features to recognize landmarks in digital photos, and the precise locations where the photos were captured. The Problem: Hundreds of millions of digital photos from around the world are uploaded to the Web every day. This explosion of pixel data is creating the need for fast, hyper-accurate, and automatic tagging of massive collections of images. The Solution: TaggPic technology is based solely on visual features, and does not require any metadata, such as GPS tags, manual tagging, or other location sensors, although it is capable of working with inputs from all three. The underlying algorithms can determine the precise position of the camera viewpoint in a geo-referenced coordinate system, even if no prior data about the photo’s location is known. TaggPic transforms static 2D photos into auto-tagged, geo-positioned, and intelligently connected platforms. TaggPic’s crowd-fueled computer vision technology instantly recognizes landmarks, buildings, and other objects in images without the need for GPS data or manual tagging.

Scientific Imaging and Visualization

Grant in 2012
Scientific Imaging and Visualization develops image processing, computer vision, and visualization products and services. The company was founded in 2010 by Oskar Skrinjar and is based in Atlanta, Georgia.

RemoteReality

Grant in 2012
RemoteReality Corporation specializes in the design and manufacture of ultra wide-angle computational cameras and video systems, utilizing patented optics and advanced video processing technology. Founded in 1997 and based in Windsor, Connecticut, the company creates high-resolution, real-time video solutions suitable for various applications, including robotics, entertainment, surveillance, and video conferencing. Their products are engineered to deliver low latency video across different environmental conditions and light spectra, including day and night configurations. RemoteReality was previously known as CycloVision Technologies, Inc. before rebranding in April 2000.

Lumicell

Grant in 2012
Lumicell, Inc. specializes in developing image-guided cancer surgery solutions aimed at enhancing surgical outcomes for patients with various types of cancer, including breast cancer and sarcoma. The company has created an intraoperative imaging system that utilizes a handheld device in conjunction with a cancer-specific optical contrast agent. This system provides real-time visual feedback on the presence of residual cancer cells within the tumor bed, allowing surgeons to effectively remove any remaining cancerous tissue during the procedure. By illuminating cancer cells, Lumicell's technology aims to minimize the need for repeat surgeries due to positive margins and local recurrence, thereby improving patient outcomes. The company is also exploring applications of its technology in other cancers, such as colorectal cancer and pancreatic cancer. Founded in 2008 and based in Wellesley, Massachusetts, Lumicell continues to advance its clinical investigations to validate the effectiveness and safety of its innovative surgical solutions.

FiveFocal

Grant in 2012
FiveFocal, established in 2009, specializes in developing advanced imaging systems for various sectors, including defense, security, consumer, mobile, industrial, automotive, and medical applications. The company has built a team of experts in computational imaging, lens design, sensor modeling, and optical engineering, enabling it to tackle complex engineering challenges. Over its first five years, FiveFocal completed nearly 100 engineering service projects, utilizing proprietary software for a wide range of applications, from miniature computational imagers to space telescopes. Their services include lens design, technology assessments, performance metrics, tolerance analysis, and prototype validation support, helping clients adapt to current trends and optimize system-level imaging capabilities.
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