Computerized Vision

Protecting military bases from small drones has become increasingly difficult. Commercially available unmanned aircraft are becoming more capable, flying farther, carrying larger payloads and...

Detecting objects beneath the ocean surface remains one of the most difficult challenges in maritime sensing. Water limits the effectiveness of many conventional detection...

One of the biggest challenges facing autonomous vehicles and robotic vision systems is adapting to rapidly changing lighting conditions. Cameras that perform well during...

Modern armored vehicles operate in increasingly complex environments where threats can emerge from any direction. Urban combat, drone attacks, poor weather, smoke, and nighttime...

The growing use of drones is creating new security challenges far beyond traditional battlefields. Ports, shipping lanes, offshore platforms, and commercial vessels are increasingly...

Optical satellites provide valuable imagery from orbit, but they have a well-known limitation: they depend on visibility. Clouds, storms, smoke, darkness, and atmospheric conditions...

Modern sensing systems face a growing challenge: too much data. Traditional cameras capture and process full image frames continuously, even when little is changing...

Detecting hypersonic missiles remains one of the most difficult challenges in modern air defense. Traveling at speeds above Mach 5, these weapons generate extreme...

Traditional drones rely on a simple principle: to move forward, they must tilt. This dependence on body orientation limits maneuverability, slows response time, and...

Accessing visual information through AI typically requires smartphones, cameras, or wearable devices like smart glasses. However, these solutions often come with trade-offs: high power...

As drones move from niche tools to everyday infrastructure, a core challenge is becoming increasingly clear: current systems struggle to meet the endurance, autonomy,...

Robots are getting better at sensing their surroundings, but moving safely through unfamiliar spaces remains a bottleneck. Most autonomous systems still depend on building...

Airspace security has reached a frustrating paradox. Drones are easier than ever to detect, yet safely stopping them remains a persistent challenge. Airports across...

Seeing clearly in low visibility remains one of the hardest problems for modern forces. Smoke, fog, darkness, and cluttered terrain all degrade traditional optics,...

Clearing naval mines remains one of the most dangerous and time-consuming tasks at sea. Mines can sit on the seabed for decades, threatening shipping...

Entering a burning structure remains one of the most dangerous tasks for emergency responders. Extreme heat, toxic smoke, and unstable interiors often prevent crews...

Remote-controlled aircraft have become increasingly capable, but most designs still keep pilots at a distance. Even with onboard cameras, the experience is usually about...

Operating after dark remains one of the most demanding conditions for soldiers and security forces. Night-vision equipment is essential, yet it is often expensive,...

Robots are often expected to operate where wheels fail: collapsed buildings, uneven ground, mud, ice, or debris-covered floors. Yet most legged robots still struggle...

Modern infantry operate in environments saturated with threats and information. Ballistic danger, laser exposure, electronic noise, and the constant need to process data from...

Autonomous systems struggle most at close range. While long-distance sensing is relatively mature, many accidents and failures occur within tens of meters, where blind...

Armored vehicles operate in some of the most demanding and visually restrictive environments on the battlefield. Dust, smoke, darkness, urban clutter, and limited sightlines...