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Smaller, Lighter, Better: Hyperspectral on UAVs


At Headwall we've been busy listening to the market. When it comes to airborne remote sensing, the market is telling us that they favor UAVs (unmanned aerial vehicles) of all kinds: fixed-wing, multi-rotor, and so on. There's no end to the number of companies producing UAVs globally. Because many UAVs produced today are very small and affordable they are 'within reach' of those with even modest means. Universities represent one key market where the use of UAVs is rapidly increasing. Full of scientists and research departments, universities around the globe see these small and light UAVs as a perfect platform from which to launch their exploratory studies. They are affordable, easy to assembly and transport, and (especially with multi-rotor models) can take off and land within a very small footprint.

UAV with NanoBut alongside all this enthusiasm for UAVs, there are many who frown upon these airborne vehicles and see them as a nuisance. Indeed, they can be a nuisance when used for trivial pursuits. In densely-populated areas they certainly can be more than an annoyance...they can be dangerous. But largely, the work we are seeing our customers undertake with hyperspectral imagers attached to UAVs is very valuable work indeed. And it takes place far from the hustle and bustle of any urban landscape. For example, precision agriculture is made more valuable because there are key indices to plant health and physiology that are readily seen from above than from below. Certain disease conditions are ‘visible’ using hyperspectral imaging, especially with high spectral and spatial resolution found on all Headwall sensors.  Other research pursuits include environmental analysis, geology, pollution analysis, and so many more. These are very good and valuable scientific efforts made moreso by the UAVs that enable these precision instruments to 'fly.' The marriage between hyperspectral and UAV seems to be a perfect one, especially when you consider how much ground can be covered with one of these flying wizards. And especially when you realize that hyperspectral imaging fundamentally requires that movement needs to occur. In other words, hyperspectral was meant for airborne deployment. Where a Jeep can’t go, a UAV can. And furthermore, more ground can be covered with a UAV, meaning more efficient data collection over rugged and inaccessible landscapes.

Nano-HyperspecAs UAVs get smaller and lighter, users run headlong into the issue of payload: UAVs are limited with respect to what they can lift. Whatever else a UAV is asked to carry, it needs to lift batteries. Then comes the instrumentation. Headwall’s Nano-Hyperspec was just introduced for the VNIR (400-1000nm) spectral range. Most (but not all) of the things a research scientist might wish to ‘see’ are visible in this spectral range. But we did a couple things with Nano-Hyperspec that helps the payload issue. First, the size and weight are well below previous sensor offerings. Its size (including lens) is a scant 3” x 3” x 4.72” (76.2mm x 76.2mm x 119.2mm), and its weight is less that 1.5 lb. (0.68kg). Best of all, this includes on-board data storage of 480GB. That’s about 130 minutes at 100fps.

Aside from making Nano-Hyperspec smaller and lighter than other hyperspectral sensors, a key differentiator comes from embedding the data storage within the enclosure while providing multiple attach points for the GPS/INU. Another key attribute is the inclusion of the full airborne version of Headwall’s Hyperspec III software, which includes a polygon flight tool for sensor operation and a real-time Ethernet Waterfall display. While the work to shrink the size and weight of Nano-Hyperspec is valuable by itself, it does allow the user more room and available payload to carry other instrumentation. Hyperspectral combined with LiDAR and thermal imaging is an extremely valuable package that is made possible thanks to the overall size/weight reduction of Nano-Hyperspec and the embedding of the data storage/management capabilities (which were contained within a separate enclosure previously).

Hyperspec III software gives users full control over data acquisition, sensor operation, and datacube creation in ENVI-compatible format. Hyperspec III also works in full conjunction with the GPS that can be paired with the sensor as an available Airborne Package. In this optional package, customers are able to take advantage of real-time computation of inertial enhanced position/velocity, ~161dBm tracking sensitivity, accurate 360-degree #D orientation output of attitude and heading, correlation of image data to GPS data, and much more. During post-processing, the Airborne Package also effortlessly handles radiometric calibration and conversion as well as orthorectification.



Headwall Names Tom Breen as Director of Global Sales


Growth Markets Require Solid Industry Background Across Commercial and Defense Markets 

Fitchburg, MA – June 6, 2014 – With a rapid expansion of international business, Headwall Photonics announced today that Tom Breen has joined the Company as Director of Global Sales. Tom brings with him significant experience across many of the end-user markets served by Headwall. He will be responsible for managing Headwall’s growing worldwide sales activities and strategic opportunities for hyperspectral and Raman imagers as well as the Company’s OEM integrated spectral instrumentation.

Tom BreenPrior to joining Headwall, Tom held executive leadership positions at UTC Aerospace Systems where he was responsible for sales and business development of airborne and hand-held products. He also served as Vice President of Sales and Marketing for General Dynamic’s Axsys Technology Division in Nashua, New Hampshire. Other senior management positions at L-3 Communications, BAE Systems, and Lockheed Martin provided Tom with the background that will allow Headwall to grow its business in the hyperspectral imaging market.

“We are thrilled that Tom has joined our team,” said Headwall CEO David Bannon. “His background complements our commercial growth plans seamlessly and he will be a terrific asset in tackling a market that is experiencing very robust growth. Tom has had significant success in building high performance sales teams coupled with exceptional customer relationships.”

“I am very excited to be joining Headwall at a period of tremendous momentum for the Company and the industry,” said Tom. “As a leading supplier of spectral instrumentation, Headwall is uniquely poised to expand and deliver hyperspectral sensors and OEM instruments for remote sensing and in-line applications.”

Headwall’s award-winning Hyperspec and Raman imagers are used in commercial and military airborne applications, in advanced machine-vision systems, for document and artifact care, for plant genomics, in medicine and biotechnology, and for remote sensing. A unique differentiator for the Company is Headwall’s patented all-reflective, aberration-corrected optical technology that is fundamental to every system it produces.

Tom is a published author, with numerous works produced for IEEE, SPIE, and AAAE. Tom’s educational background includes MBA and BSEE degrees from Northeastern University in Boston.

Far Away and Long Ago: Hyperspectral Imaging Plays Key Role


Hyperspectral imaging sheds new light on prized Martian rock specimen

Scientists have forever been fascinated with space. What’s up there? Does life as we know it exist elsewhere? Is there any other celestial body like earth?  While these questions might lack solid and precise answers, it’s not for lack of trying. Knowledge often comes not from massive ‘Ah-HA!’ moments, but from smaller discoveries.  When stitched together, these jewels of learning present a useful mosaic for future scientists.

Black BeautyA two billion-year-old meteorite—officially named NWA 7034 but nicknamed Black Beauty by scientists—recently crashed into the Sahara desert. It was found by scientists in 2011 and determined to be of Martian origin two years later. The geologic history of Mars has always been a fertile source of exploration given the never-ending interest in this relatively nearby yet mysterious planet. While exploring the Martian landscape provides a wealth of scientific data, this meteorite has itself been a goldmine of information. Why? Because it sheds light not on the Mars of here-and-now, but on what we believe happened 2.1 billion years ago to its geologic interior and surface.

The Black Beauty meteorite was lofted off the martian surface by a large impact, an explosive geologic event. The intrinsic value of the rocks can be appreciated mostly because they carry a snapshot of what the conditions were like on Mars at the moment the impact occurred. The Mars of today is fascinating, yes, but to have a sample of Mars from 2.1 billion years ago is more fascinating still. Indeed, Black Beauty is significantly older than almost all other Martian meteorites yet found.

In early 2014, a Brown University research team led by Dr. Jack Mustard and graduate student Kevin Cannon temporarily acquired a slice of Black Beauty from Dr. Carl B. Agee, Director of the Institute of Meteoritics at New Mexico University. Brown University analysis included hyperspectral imaging using Headwall’s VNIR (380-1000nm) and SWIR (950-2500nm) sensors to extract a wealth of meaningful spectral data. "We were really presented with a one-of-a-kind specimen in Black Beauty," noted Dr. Mustard. "We wanted to learn as much as we could and add to the body of geologic knowledge already accumulated."

BlackBeauty Headwall colorThe team paired the two sensors in Headwall’s 'Starter Kit' configuration, which comprises a moving stage, necessary and proper illumination, and full software control to manage the collection and post-processing of the incoming data. "What we saw as we ‘unpacked’ the data is that Black Beauty is rich in information that give us a clue as to what Mars was like over two billion years ago," said Cannon. "While rovers on Mars today are extracting important new data, to have an actual sample that we can analyze with our most sophisticated instruments is exciting."

In the adjacent hyperspectral image of Black Beauty, features become clear. The mineral feldspar shows up as green, and the mineral pyroxene comes out as yellow/red. "These two minerals make up most of the Martian crust, so it's exciting that we can see them and map them out spatially in the data," said Cannon.

There are a few characteristics of hyperspectral imaging that make it perfect for this sort of work. First, it is a non-invasive technology. That is, no samples are harmed or even touched. This is crucial, and the non-invasive nature of hyperspectral imaging lends itself not only to the study of Martian rocks like Black Beauty, but also the field of fine arts, artifacts and antiquities. Museums and collection-care experts are themselves seeing the value of hyperspectral imaging because of the amount of new information that can be collected non-invasively.

As a scanning technology, hyperspectral imaging is designed to ‘see the unseen’ and unlock the answers to challenging questions. There are numerous ‘imaging’ and ‘scanning’ techniques available to the scientific research community, but none possess the vast spatial and spectral information collected by Headwall’s instruments. "What we have been able to do is successfully introduce a brand-new tool into our toolbox and prove its value," said Dr. Mustard. "We saw things in the VNIR and SWIR spectral ranges that no one has seen before, and our overall body of knowledge is more expansive because of it." Hyperspectral imaging collects ALL the spatial and spectral data within the field of view, not just some of it (as is the case with multi-spectral).

And what about closer to home, here on earth? Hyperspectral imaging is becoming more mainstream and affordable so that research entities like Dr. Mustard’s group at Brown can tackle projects like these more readily than ever. Graduate student Rebecca Greenberger has done similar hyperspectral analysis on rock and geological formations that many of us drive by without glancing twice. "There’s a rock formation behind a Target store in Connecticut that is just loaded with incredible geological samples," said Greenberger. Many of those collected rock specimens have themselves been scanned with Headwall’s hyperspectral instruments, yielding spectacular results and new information about the geological history of our planet.

Hyperspectral Takes Wing Over Ontario!


UASUnder cloudless skies in Ontario recently, Headwall achieved a very notable milestone: we became the first to fly both hyperspectral and LiDAR aboard a small, fully integrated handheld UAS. The test flights not only verified the reliable airworthiness of the system but also the ability to collect valuable hyperspectral and LiDAR data in real time.

Integration is key, because all of this specialized data-collecting instrumentation needs to fit the payload parameters with respect to size and weight. With UAS systems shrinking in size and weight, payloads need to follow suit. As prime contractor for this complete airborne system, Headwall is able to get end-users up and running quicker than ever. Time to deployment is reduced by months thanks to the work Headwall is doing to engineer optimized solutions that meet specific remote-sensing needs.

“The variety of applications for this type of integrated airborne system are numerous,” said Headwall CEO David Bannon. “Precision agriculture is a key one we’re seeing on a global scale, but geology, pipeline inspection, environmental research, pollution analysis are others.” Today’s UAS is smaller, lighter, and more affordable than ever, which makes it a perfect platform from which to carry precise imaging instruments such as hyperspectral and LiDAR. “We’ve always been a pioneer in the area of small hyperspectral sensors for just these kind of deployments,” noted Bannon. “Our strength comes from understanding what our users want to do and then engineering a complete airborne solution that meets that need.”

Chris Van Veen, marketing manager at Headwall, was on site to record and document the test flights. “A fully integrated package like this represents a new frontier for remote-sensing scientists who now have an airborne research platform that goes wherever they do,” says Chris. “Watching this fly and collect data in Canada was a thrill because it was visible testimony to all our integration work.”

The entire payload aboard this particular UAS is less than ten pounds, which includes hyperspectral, GPS/IMU, LiDAR, and computing hardware. Besides making sure these elements are small and light enough, the challenge of integrating everything with an eye toward battery lifetime is also Headwall’s to manage. “We know our remote-sensing users have very important work to do, and they need sufficient power not only to fly but also to operate the instruments,” said Bannon. One way to meet this challenge head-on is to make sure the hyperspectral sensor provides a very wide field of view with precise imagery from one edge to the other. “If you can assure outstanding image-collection across a wide field of view, and then provide orthorectification of that data, you’re covering more ground for each flight swath.”

Fundamental to accomplishing this is Headwall’s approach to optics, which is both simple and elegant. “Our diffractive optics approach uses no moving parts, which, in an airborne application, means robustness and reliability,” said Bannon. Inside each Micro-Hyperspec sensor is a precise and small holographic diffraction grating that manages incoming light with exceptional fidelity. These sensors are ‘tuned’ for the spectral range of interest to the user. “Depending on what the user wants to ‘see,’ he may need a VNIR sensor that operates from 380-1000 nanometers,” said Bannon. The spectral signature of a certain disease condition on a crop tree will determine the spectral range of the sensor, for example. Headwall has also introduced a wideband VNIR-SWIR sensor package that covers from 400-2500 nanometers. This co-registered hyperspectral instrument will be very popular with users who need broad coverage but need a small, light, and affordable instrument to do it with.

The following video will give you a peek into how flight testing went in Ontario.

UAVs and Hyperspectral Imaging Unite


One of the things we’re seeing at Headwall is the proliferation of airborne applications. Multispectral suffers a bit with respect to hyperspectral (a handful of bands versus hundreds), which is why hyperspectral is winning the day.

UAV choicesOne reason is instrument affordability. Multi-million-dollar hyperspectral sensor programs might have flown (literally and figuratively) in the military world, but not in precision agriculture or with universities. Budgets are smaller, and that money has to be spread among not only the sensor but the UAV and everything in between. This is where small, entrepreneurial companies like Headwall shine, because everything in between can mean LiDAR, GPS/IMU technology, application software, data processing, and so much more. We understand hyperspectral imaging better than anyone, and our focus has always been to better that technology while driving costs lower. This is the essence of commercial-off-the-shelf (COTS), where highly specialized military instrumentation finds a home all across industry and academia. With respect to Headwall, COTS implementation means smaller, lighter and more affordable sensors that are easier to use yet just as optically precise as their multimillion-dollar military counterparts.

Second, you cannot go a day without seeing stories about UAVs. Fixed-wing designs like those from AGX and PrecisionHawk are crowding the skies along with multi-rotor helicopters like Infinite JIB and AIBOTIX. These are much more than hobbyist playthings and are perfect for scientific reasearch duties. They have excellent range and payload-carrying characteristics, and they are stable aloft.  From mineral exploration and agriculture to petroleum and pollution control, UAVs are everywhere it seems. And everyone takes notice when household names like Facebook, Google and Amazon decide that the UAV is going to be instrumental to their future success. Much of this might sound fanciful and far-off, but it is happening now. Court challenges are being won, and while care needs to be taken on how regulations are drafted and enforced, no one doubts that the UAV is not only here to stay but will become commonplace.

Obviously, UAVs simply take up airspace unless they are doing good work. And largely, we seem to hear about bad things happening when mention of UAVs (and drones) is made. But stop and consider for a moment how a famine-stricken area can be made crop-fertile thanks to hyperspectral data that a UAV-mounted sensor can collect. A scientist will know about disease conditions with enough time to prevent damage by skimming the treetops and looking for anomalies that become ‘visible’ through hyperspectral imaging. A farmer will know where to plant and harvest…and where not to. Crop stress will be seen long before it becomes a worry, and the amount of wholesome and nourishing food planted in areas once thought impossible will blossom. In short, small and light UAVs are affordable for the people who need to use them. They can be flown in areas that vehicles and humans cannot yet reach, providing a window of research never available to scientists before.

As we see the proliferation of UAVs capable of carrying sensor payloads, it is important to understand how everything goes together. Here, Headwall is taking a leading role. Many mistakenly believe that slapping a sensor onto an octo-copter is all they need to do. But making sure everything works the way it should aboard a flying, unmanned vehicle is another challenge altogether. How much ground do you need to cover, and do you have enough battery power to do it? How much hyperspectral data do you need to collect, and do you have the computing and storage horsepower to make that happen? What are you looking for, and what spectral ranges are those things in? How do you ortho-rectify the data during post-processing? And how do you use the science of ground-truth as it relates to airborne hyperspectral imaging? This last consideration is hugely important, because the collaboration of airborne hyperspectral and ground-truth delivers the best possible accumulation of data. Headwall and ASD have even authored a 12-page whitepaper on the relationship between airborne hyperspectral data and ground-truth techniques.

Headwall's Field-of-View Calculator


When it comes to hyperspectral imaging, it isn’t always about the hardware. Before users even get to the stage of specifying a sensor instrument, they need to ask a few questions:

  • What do I want to look at?
  • How am I deploying the sensor?
  • What is the spectral range of what I’m looking at?
  • How far from the object will I be?

The answers to these questions will lead to an informed decision about the kind of sensor that’s best, the kind of lens it will need, and how small and light the sensor needs to be.  At Headwall, we’re helping customers sort through these questions and considerations every day. We make on-line tools available that make instrument specification easy. With the answers to a few simple questions, the overall application-specific design of a hyperspectral instrument is well within reach. This means quicker time-to-deploy for customers who have challenging scientific questions that need answers.

One of Headwall’s newest tools is the Field-of-View (FOV) calculator. This tool collects a few important user-defined parameters to arrive at several what-if scenarios. The first parameter is distance from lens to object. In an airborne application, the distance would likely be measured in meters. For lab-based or in-line deployment, it might only be centimeters.  The second parameter is the wavelength, which can be UV-VIS (380-825nm) all the way up to SWIR (950-2500 nm). Knowing the spectral signature of the item of interest will point you in the correct direction.

FOV resized 600

The calculator will take this information and combine it with choice of sensor and lens to arrive at useful data for the customer. In this case, we see that for the parameters and options chosen we are given the number of spatial and spectral channels (1004 and 335 respectively). We’re also given the linear and angular FOV, the instantaneous FOV, and the spectral resolution. In an airborne application, the linear FOV can be thought of as the flight swath. The wider the better, because the aircraft or UAV will be able to collect full hyperspectral information with fewer passes over the ground.


Spectral libraries are common starting points for defining where to look along the spectral range. The spectral signature for everything from plants and crops to minerals and petroleum is known or catalogued.  While everything has its own signature, the real strength of hyperspectral imaging is to discriminate and classify. So while the sensor can actually ‘see’ everything, it is tuned to look for things that may resonate at 900 nm or 1900 nm for example. A disease condition on a fruit tree may be impossible to detect by any visible means, but it will resonate quite clearly when seen with a hyperspectral sensor.

Customers come to Headwall regularly with certain ‘needs.’ A crop scientist may want to analyze the soil from an airborne UAV. Another may want to adopt hyperspectral imaging along a high-speed food processing line to see and remove foreign matter. A third may be a museum preservationist interested in understanding the artwork and artifacts under their care. But in all cases, the first question is: What do you want to see?


History Made, History Seen with Hyperspectral Imaging


As the market for hyperspectral sensing technology moves forward and advances, Headwall’s Application Engineering team has been able to gather a rare view into the past through the hyperspectral scanning of some of the most important historical artifacts and papers in the United States. For the first time ever, hyperspectral VNIR and SWIR imaging was conducted on key historical documents from the US Civil War period.

The Gettysburg AddressBy working collaboratively with the researchers in the Cornell University Division of Rare and Manuscript Collections and the Cornell Johnson Museum of Art, Janette Wilson and Kwok Wong of Headwall’s Application Engineering team spent a few days conducting VNIR and SWIR hyperspectral scans of some of the most important artifacts held by Cornell University. Of particular interest was the hyperspectral scanning of the University’s collection of original Lincoln documents signed by president Abraham Lincoln during his presidency. This collection included the Gettysburg Address (seen at left), the Emancipation Proclamation, and the 13th Amendment to the Constitution.

The scanning of documents and artifacts with hyperspectral imagers is particularly well suited for the purposes of both 1) research and 2) for establishing a baseline of spectral/spatial information for monitoring change in the artifacts to better preserve objects of cultural heritage.

For a couple main reasons, hyperspectral imaging is particularly appealing to collection-care experts. First, and probably most important, is that the technology is non-destructive. The instruments don't interface with the documents and the lighting is called 'cold illumination.' That is, there is no risk of themal damage to the items under inspection. Second, previously unseen features immediately 'come to light' when viewed hyperspectrally. Note the image below, which represents a stamp on the Gettysburg Address that cannot be seen visibly but can when looked at within the VNIR and SWIR spectral range. Collection-care experts are fascinated by unseen features, which can be used to build the body of knowledge with respect to documents or artifacts.

Unseen Features

Hyperspectral Sensors for UAV Applications


The scientific research community is beginning to understand and embrace hyperspectral imaging as a useful tool for a few primary reasons. First, sensors are more affordable than ever. Originally conceived as multi-million-dollar ISR platforms for defense applications, hyperspectral imagers have been successfully ‘commercialized’ over the past few years. Scientists typically embracing RGB or multispectral technology before can now acquire hyperspectral sensors at affordable price points.

Hyperspectral sensors of the ‘pushbroom’ type produced by Headwall require motion to occur. That is, either the sensor flies above the field of view, or the field of view moves beneath the sensor. For UAV applications, Headwall’s small and lightweight Micro-Hyperspec is the platform of choice. Available in the VNIR (380-1000nm), NIR (900-1700nm), and SWIR (950-2500nm) spectral ranges, the sensor is truly ‘SWaP-friendly.’

Spectral range is often where the decision-making starts. The chemical fingerprint—or spectral signature—of anything within the field of view will lead the user in one direction or another. For example, a certain disease condition on a tree canopy may become ‘visible’ within the SWIR spectral range (950-2500nm). Similarly, a certain mineral deposit may become ‘visible’ in the VNIR range (380-1000nm). One approach to ensuring the spectral ‘fidelity’ of images collected by the sensor makes use of ‘diffractive optics’ comprising aberration-corrected holographic gratings. This ‘Aberration-corrected concentric’ design is shown below.

concentric imager

There are several advantages to this ‘reflective’ approach. First, the design is simple, temperature insensitive, and uses no moving parts. This assures robustness and reliability in airborne situations. Second, diffraction gratings can be made very small so that the instruments themselves can be small and light; in other words, capable of fitting the new class of lightweight, hand-launched UAVs. Third, the design optimizes technical characteristics that are most important: low distortion for high spatial and spectral resolution; high throughput for high signal-to-noise; and a tall slit for a wide field-of-view. Because the design is an all-reflective one, chromatic dispersion is eliminated and excellent focus is assured across the entire spectral range.

Many within the environmental research community and across ‘precision agriculture’ prefer to use UAVs as their primary airborne platform. They are more affordable than fixed-wing aircraft and easy to launch. But as UAVs get smaller and lighter, so must the payloads they carry. And integrating the sensor into the airframe along with other necessities such as LiDAR, power management/data collection hardware, and cabling can be a daunting task (Figure 3). Orthorectification of the collected data is another key requirement, which is the means by which the hyperspectral data cube is ‘managed’ into useful information that has been ‘corrected’ for any airborne anomalies. In other words, the collected hyperspectral data needs to be ‘true’ to what’s actually within the field of view.

 Micro Hyperspec

Acquiring a UAV and a hyperspectral sensor won’t assure compatible performance, and a high level of ‘integration work’ is needed. The UAV community and the hyperspectral sensor community are both challenged with pulling everything together. Recognizing this, Headwall Photonics is taking an industry-leading position as a supplier of fully integrated airborne solutions comprising the UAV, the sensor, the power and data management solution, cabling, and application software. The result is that users are flying sooner and collecting better hyperspectral data than ever before.

Type of UAV is very often one of the first decisions a scientist will need to make. Fixed-wing and multi-rotor are the two general categories, with numerous styles and designs within each. In-flight stability and flight-time duration are both paramount concerns, and this is where payload restrictions will often point toward one or the other. Multi-rotor UAVs launch and land vertically, so this type will be favored in situations where space is tight. Conversely, a fixed-wing UAV requires suitable space to launch and land but can provide longer flight duration and carry a heavier payload. The wide field-of-view characteristic of the concentric imager allows a UAV to ‘see’ more ground along its flight path.

Integrated airborne package

Two other key areas managed through Headwall’s integrative process are data management and application software. While a separate subsystem is used to control the sensor operation and store the hyperspectral data, the direction is clearly toward on-board integration of these capabilities. Flash storage and solid-state drives will soon make it possible for the sensor to ‘contain’ all the related functionality that now needs to be contained in a separate module. This will clearly lighten the overall payload, reduce battery consumption, and boost airborne flight time.

Headwall’s Hyperspec III software represents a complete, modularized approach to the management of hyperspectral data. Orthorectification is one such module within the software suite that removes the unwanted effects airborne behavior. The resultant orthorectified images have a constant scale wherein features are represented in their 'true' positions. This allows for the accurate direct measurement of distances, angles, and areas. Other aspects of the software suite can be used to control GPS/IMU devices, control multiple sensors simultaneously, and save polygons (A Google-map-enabled tool that allows the user to define geographic coordinates).



Bone-Dating Using Hyperspectral Imaging!


Headwall recently completed some fascinating demonstration work on behalf of the Conservation Manager and several colleagues at London's Natural History Museum.

One of the hallmarks of hyperspectral imaging is its ability to non-destructively and non-invasively collect an invaluable amount of spatial and spectral data from any sort of reflected matter within the field of view. In commerce and environmental studies, hyperspectral imaging is a valuable and well-known tool that can ‘see’ the unseen.

composite bonesForensics is another exciting area of research. Take 300,000-year-old Neanderthal human bones, for example. Or a 300-year-old snake skin. Or a 400-year-old book of poems. Here you see two bones within the field of view of Headwall's VNIR starter kit. The smaller one is 'only' 200 years old; the larger is 300,000 years old. But the beauty of hyperspectral sensing is that it can classify and compare specimens like these with a tremendous amount of precision, yielding a level of scientific analysis that museums and 'collection-care' experts crave. The demonstration that Headwall performed was an exciting opportunity to show off not only the capabilities of the sensor, but also the capabilities of our new Hyperspec III software. The Conservation Manager was extremely excited with the results of the demonstration. He even remarked that his museum would like to embrace and move forward with the opportunity to be a 'Centre of Excellence for Hyperspectral Imaging,' with Headwall as its sponsor.

Spectral ‘fingerprints’ contain a tremendous amount of useful data, and hyperspectral instruments can see these fingerprints and then extract meaningful data regarding the chemical composition of anything within the field of view. More helpful still, these instruments work in tandem with known spectral libraries that allow a very high degree of selectivity and discrimination. If you know the spectral fingerprint associated with a particular chemical, you can reference it against the hyperspectral data cube coming from the sensor. That fingerprint, once found, very often will be a ‘predictor’ of something else. Disease conditions in crop trees, for example, or the presence of certain inks or pigments on a document or artifact. That’s why precision agriculture and document verification are two other common deployment areas for hyperspectral imaging.

Headwall Remote Sensing Capabilities Seen “Down Under”


melbourneThis past week, Headwall remote sensing team finished a productive week Down Under at the International Geoscience and Remote Sensing Symposium (IGARSS) in Melbourne, Australia.  The conference, organized by the IEEE, comprises a ‘Who’s Who’ across the global remote sensing community. But curiously absent were representatives from the United States, probably reflecting the topic du jour: sequestration. Imagine holding a geo-spatial and remote sensing conference and no one from NASA was able to attend?

From an international perspective, we observed tremendous interest from customers looking to gain spectral capability for their manned aircraft and also surprising interest from organizations looking to buy “all-inclusive” UAV configurations that include the Micro-Hyperspec imaging spectrometer, a GPS/INS unit, a lightweight IGARSS 2013 Boothembedded processor, and an suite of application software. This complete airborne package was a big hit at IGARSS because while users have good grasp on the benefits of airborne hyperspectral, they need help making it work in particular application.  Two very nice UAVs on display at IGARSS created a lot of buzz in the Headwall booth. Although Headwall doesn’t make the UAV platform, we make them do some pretty amazing things within the realm of hyperspectral remote sensing. That message came through loud and clear, as our stand at IGARSS was phenomenally busy from the start right through the end.

A bit further up in altitude were visitors interested in hyperspectral remote sensing from space. A major point of interest throughout the conference was a demonstrated need for cost effective, space-qualified hyperspectral sensor payloads.  With most of the world’s planned remote sensing missions being delayed for budget reasons, VNIR (380-1000nm) and SWIR (900-2500nm) space-qualified imagers are hot commodities. This is an area that Headwall Great Ocean Roaddeveloped over the last five years with its own space-qualified sensor payloads.  There was also strong focus from attendees on how satellite collaboration could be established among the world’s most notable remote sensing programs.  Japan’s ALOS-3 (2016 launch?), European ENMAP (2017 launch?), and NASA HYSPIRI mission (2023 launch?) represent three of several.

Even with all the activity at IGARSS, Headwall’s remote sensing team led by Kevin Didona, Principal Engineer at Headwall, also took some hyperspectral scans of rock wall formations at some very scenic places along the Great Ocean Road on the South Coast of Australia.

As Headwall has developed extensive experience in the application of hyperspectral sensors specifically designed for UAVs, please drop us a line or give is a call if we can provide some information to meet the objectives of your remote sensing research.

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