![](https://static.wixstatic.com/media/c837a6_2119733e838e4a2f8813ebde736f99d5~mv2.jpg/v1/fill/w_147,h_104,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/c837a6_2119733e838e4a2f8813ebde736f99d5~mv2.jpg)
CARNEGIE MELLON UNIVERSITY
Artificial Intelligence
Biometrics Center
![pexels-soumil-kumar-735911.jpg](https://static.wixstatic.com/media/5f0a42_05518013055245fc847bc08cf496bcc5~mv2.jpg/v1/fill/w_125,h_83,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/5f0a42_05518013055245fc847bc08cf496bcc5~mv2.jpg)
![](https://static.wixstatic.com/media/c837a6_eb322a4179e54d788eef6896e67f05d0~mv2.jpg/v1/fill/w_122,h_69,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/c837a6_eb322a4179e54d788eef6896e67f05d0~mv2.jpg)
![pexels-pixabay-316093.jpg](https://static.wixstatic.com/media/5f0a42_ad5cc94424004266bdaa508f2f64eea2~mv2.jpg/v1/fill/w_122,h_69,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/5f0a42_ad5cc94424004266bdaa508f2f64eea2~mv2.jpg)
Let our wide AI IP portfolio Take Your Business to Higher Grounds
We have a proven track record of developing state-of-art AI research and deployments in Industry and Government.
![](https://static.wixstatic.com/media/5f0a42_bcd345b2eca8459a938a7495659add64f000.jpg/v1/fill/w_100,h_56,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/5f0a42_bcd345b2eca8459a938a7495659add64f000.jpg)
![pexels-shawn-stutzman-1010496.jpg](https://static.wixstatic.com/media/5f0a42_808933bdb67d4b028348809d5db26337~mv2.jpg/v1/fill/w_65,h_43,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/5f0a42_808933bdb67d4b028348809d5db26337~mv2.jpg)
Research at Unprecedented Velocity. Impeccable Reliability for Rapid Deployment
![Smart city and communication network concept. IoT(Internet of Things). ICT(Information Com](https://static.wixstatic.com/media/5f0a42_b6a6d1a9ba8a4a2f829b41795057f497~mv2.jpg/v1/fill/w_115,h_65,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/5f0a42_b6a6d1a9ba8a4a2f829b41795057f497~mv2.jpg)
![Artificial Intelligence technology concept with text AI made of electronic circuit board w](https://static.wixstatic.com/media/5f0a42_94635eff32dc418bbb809b8f046bfaba~mv2.jpg/v1/fill/w_195,h_130,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/Artificial%20Intelligence%20technology%20concept%20with%20text%20AI%20made%20of%20electronic%20circuit%20board%20w.jpg)
Advanced Correlation Filters
We are leveraging a long history of AI Advanced Correlation Filter theory developed here at CMU from the early 80's.
![The concept of a new face recognition technology on a polygonal mesh. Young modern girl wi](https://static.wixstatic.com/media/5f0a42_0b9fae0a8f32483284deee1470bbbcbe~mv2.jpg/v1/fill/w_195,h_130,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/The%20concept%20of%20a%20new%20face%20recognition%20technology%20on%20a%20polygonal%20mesh_%20Young%20modern%20girl%20wi.jpg)
Face Recognition
Over 20 years leaders in face algorithm development which lead to our "Outstanding Contributer in AI" Award by U.S. Secretary of Army 2020.
![Portrait Of Young Businesspeople Face Recognized With Intellectual Learning System.jpg](https://static.wixstatic.com/media/5f0a42_2db70e2c3b40455abe50b4e63ed3c254~mv2.jpg/v1/fill/w_195,h_130,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/Portrait%20Of%20Young%20Businesspeople%20Face%20Recognized%20With%20Intellectual%20Learning%20System.jpg)
Face Clustering
We are developing robust face clustering algorithms for robust face recognition in the wild.
![Autonomous car with HUD (Head Up Display). Self-driving vehicle on city street.jpg](https://static.wixstatic.com/media/5f0a42_3df8ea32985346078df2ed9d152cce99~mv2.jpg/v1/fill/w_195,h_130,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/Autonomous%20car%20with%20HUD%20(Head%20Up%20Display)_%20Self-driving%20vehicle%20on%20city%20street.jpg)
Scene Understanding for ADAS
We are designing efficient advanced object detection and semantic segmentation for autonomous driving systems.
![Human Half Face for Facial Recognition. African American Man Brown Eye Biometrical Iris Re](https://static.wixstatic.com/media/5f0a42_b8a24b2f2bd247eab8ce34eaf22e87eb~mv2.jpg/v1/fill/w_195,h_110,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/Human%20Half%20Face%20for%20Facial%20Recognition_%20African%20American%20Man%20Brown%20Eye%20Biometrical%20Iris%20Re.jpg)
Long Range Iris Recognition
We have developed our own iris recognition algorithms and system to recognize someone up to 12m away.
![Smart warehouse management system using augmented reality technology to identify package p](https://static.wixstatic.com/media/5f0a42_f069325d8d9642f6886a8294e7d1d394~mv2.jpg/v1/fill/w_195,h_130,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/Smart%20warehouse%20management%20system%20using%20augmented%20reality%20technology%20to%20identify%20package%20p.jpg)
Robotic Retail AI Analytics
We have developed a large IP portfolio of advanced visual AI analytics to recognize products on shelves robustly.
We successfully deployed 550 robots running our AI in 550 retail stores.
![Machine learning analytics identify vehicles technology , Artificial intelligence concept.](https://static.wixstatic.com/media/5f0a42_23391850d4e24a46bd3a65f7157e6195~mv2.jpg/v1/fill/w_195,h_130,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/Machine%20learning%20analytics%20identify%20vehicles%20technology%20%2C%20Artificial%20intelligence%20concept_.jpg)
3D Object & Tracking
We are developing advanced object detection and tracking that can be run directly on surveillance cameras.
![surveillance tracking people to protect their health and social behavior. Big data monitor](https://static.wixstatic.com/media/5f0a42_65949307a7294800b9e8fdf48c99ea32~mv2.jpg/v1/fill/w_193,h_130,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/surveillance%20tracking%20people%20to%20protect%20their%20health%20and%20social%20behavior_%20Big%20data%20monitor.jpg)
Face ID in the Wild
We are developing robust algorithms to recognize even in toughest conditions.
![Smart city and communication network concept. IoT(Internet of Things). ICT(Information Com](https://static.wixstatic.com/media/5f0a42_348c6895c1f44a70aa8f76a8f340e6dd~mv2.jpg/v1/fill/w_115,h_65,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/5f0a42_348c6895c1f44a70aa8f76a8f340e6dd~mv2.jpg)
![Edge computing technology concept. Blue integrated circuit with icons. Futuristic tech of](https://static.wixstatic.com/media/5f0a42_32cc540b931d473498ceada303b43b3c~mv2.jpg/v1/fill/w_195,h_130,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/Edge%20computing%20technology%20concept_%20Blue%20integrated%20circuit%20with%20icons_%20Futuristic%20tech%20of%20.jpg)
AI @ Edge Processing
We have developed low power, efficient, high accuracy AI for on edge processing to enable actionable real-time AI intelligence.
![Simulated picture of objects identification for machine learning processing by Artificial](https://static.wixstatic.com/media/5f0a42_579ef99e68284369af7992739cc90920~mv2.jpg/v1/fill/w_195,h_130,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/Simulated%20picture%20of%20objects%20identification%20for%20machine%20learning%20processing%20by%20Artificial%20.jpg)
Action Recognition
Our advanced facial analytics are being advanced to monitor children to help in early diagnosis of autism.
![A.I. Artificial Intelligence to Identify Objects technology,Machine Learning concept. Imag](https://static.wixstatic.com/media/5f0a42_96cf32acb37541d0b4413c7f478973dd~mv2.jpg/v1/fill/w_195,h_130,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/A_I_%20Artificial%20Intelligence%20to%20Identify%20Objects%20technology%2CMachine%20Learning%20concept_%20Imag.jpg)
Object Detection
We are developing advanced anchor-free object detection algorithms with high precision and low false positive for real-world deployment.
![Science technology concept. Research and Development. Drug discovery..jpg](https://static.wixstatic.com/media/5f0a42_674b489871494a6e88a59fdf8fcd17f4~mv2.jpg/v1/fill/w_195,h_110,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/Science%20technology%20concept_%20Research%20and%20Development_%20Drug%20discovery_.jpg)
AI @ Healthcare
Our advanced AI is being applied to early cancer diagnosis in field of medicine
![Businessman on blurred background creating artificial intelligence 3D rendering.jpg](https://static.wixstatic.com/media/5f0a42_967e539edb2240b3bdaa8b643f6fe506~mv2.jpg/v1/fill/w_195,h_105,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/Businessman%20on%20blurred%20background%20creating%20artificial%20intelligence%203D%20rendering.jpg)
Knowledge Distillation
We are developing advanced knowledge distillation algorithms for better, faster and leaner Deep Neural Networks.
![iot machine learning with human and object recognition which use artificial intelligence t](https://static.wixstatic.com/media/5f0a42_07ba350ad92d48e18bbca1b47c2668cf~mv2.jpg/v1/fill/w_195,h_85,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/iot%20machine%20learning%20with%20human%20and%20object%20recognition%20which%20use%20artificial%20intelligence%20t.jpg)
Pose Tracking
We are developing action recognition and pose tracking algorithms for advanced video scene understanding
![Face recognition and personal identification technologies in street surveillance cameras,](https://static.wixstatic.com/media/5f0a42_3a70559e9fb8434180489313f7044b47~mv2.jpg/v1/fill/w_195,h_110,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/Face%20recognition%20and%20personal%20identification%20technologies%20in%20street%20surveillance%20cameras%2C%20.jpg)
Preserving Privacy
Our advanced off-angle, occluded face detection can blur out faces in surveillance videos to provide privacy of individuals.
![Automotive technology concept..jpg](https://static.wixstatic.com/media/5f0a42_9752b1eb2a3e491fa00796c450b840f6~mv2.jpg/v1/fill/w_195,h_106,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/Automotive%20technology%20concept_.jpg)
AI for Smart Cities
We are developing low form factor AI deep network video analytics for low power wide smart-city deployment
![](https://static.wixstatic.com/media/c837a6_d11c6c437c0f4feb9de8591b42ead168~mv2.jpg/v1/fill/w_147,h_79,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/c837a6_d11c6c437c0f4feb9de8591b42ead168~mv2.jpg)
We Take Pride in Our Numbers
20 years
>$45M R&D
Experience
550 Robots
Deployed with our AI
AI Deployments
3 Million Cameras with SW developed by Lab members
Products Installed with our AI
> 50 Patents
250 Publications
Large IP Portfolio
6
Industry Awards
Read About us in > 150 news media articles
![WEF.jpg](https://static.wixstatic.com/media/5f0a42_a0340a0bff494750957b182b9d2776e5~mv2.jpg/v1/fill/w_62,h_35,al_c,q_80,usm_0.66_1.00_0.01,blur_2,enc_auto/WEF.jpg)
![60mins_2.jpg](https://static.wixstatic.com/media/5f0a42_97077d74b6b04c949c3b9524d61c5834~mv2.jpg/v1/fill/w_196,h_103,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/60mins_2.jpg)
![nova.jpg](https://static.wixstatic.com/media/5f0a42_e71548b9f8c8476f9dbfa5155fd9af1c~mv2.jpg/v1/crop/x_0,y_697,w_2000,h_1759/fill/w_186,h_164,al_c,q_80,usm_0.66_1.00_0.01,blur_3,enc_auto/nova.jpg)
![new_scientist.png](https://static.wixstatic.com/media/5f0a42_65549d6544554e6695dd7b31801b7783~mv2.png/v1/crop/x_407,y_161,w_383,h_332/fill/w_126,h_109,al_c,q_85,usm_0.66_1.00_0.01,blur_3,enc_auto/new_scientist.png)