A collection of published Noblis forensics research studies evaluating facial recognition.
- Kalka ND, Duncan J, Dawson J, Otto C, “IARPA Janus Benchmark Multi-Domain Face”, in Proc of IEEE Conference on Biometrics, Theory, Applications, and Systems, 2019. https://doi.org/10.1109/BTAS46853.2019.9186007
- Duncan J, Kalka ND, Maze B, Jain A, “End-to-End Protocols and Performance Metrics for Unconstrained Face Recognition”, in Proc of IEEE International Conference on Biometrics, 2019. https://biometrics.cse.msu.edu/Publications/Face/e2e_evaluation_icb2019-112219.pdf
- Anderson, Otto C, Maze B, Kalka ND, Duncan J, “Understanding Confounding Factors in Face Detection and Recognition”, in Proc of IEEE International Conference on Biometrics, 2019. https://doi.org/10.1109/ICB45273.2019.8987419
- Kalka ND, Maze B, Duncan J, O’Connor K, Elliott S, Hebert K, Bryan J, Jain AK, “IJB–S: IARPA Janus Surveillance Video Benchmark”, IEEE 9th International Conference on Biometrics Theory, Applications and Systems (BTAS), Redondo Beach, CA, USA, 2018. https://doi.org/10.1109/BTAS.2018.8698584
- Maze B, Adams J, Duncan JA, Kalka ND, T. Miller, Otto C, Jain AK, Niggel WT, Cheney J, Grother P, IARPA Janus Benchmark–C: Face Dataset and Protocol, in International Conference on Biometrics, Gold Coast, Australia, 2018. https://doi.org/10.1109/ICB2018.2018.00033
- Whitelam C, Taborsky E, Blanton A, Maze B, Adams J, Miller T, Kalka ND, Jain AK, Duncan J, Allen KC, Cheney J, Grother P, IARPA Janus Benchmark-B Face Dataset, in IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Honolulu, HI, USA, 2017. https://doi.org/10.1109/CVPRW.2017.87
- Adams C, Allen KC, Miller T, Kalka ND, Jain AK. “Grouper: Optimizing Crowdsourced Face Annotations”, CVPR, Workshop on Biometrics, June 26, 2016. http://biometrics.cse.msu.edu/Publications/Face/AdamsAllenMillerKalkaJain_CVPRWB2016_GRPR.pdf (open access)
- Blanton A, Allen KC, Miller T, Kalka ND, Jain AK. “A Comparison of Human and Automated Face Verification Accuracy on Unconstrained Image Sets”, CVPR, Workshop on Biometrics, June 26, 2016. http://biometrics.cse.msu.edu/Publications/Face/BlantonAllenMillerKalkaJain_CVPRWB2016_HID.pdf (open access)
- Ice J, Narang N, Whitelam C, Kalka ND, Hornak L, Dawson J, Bourlai T. (2012). SWIR Imaging for Facial Image Capture through Tinted Materials, SPIE 8353, Infrared Technology and Applications XXXVIII, 83530S, 2012 https://doi.org/10.1117/12.919105
- Kalka ND, Bourlai T, Cukic B, Hornak L (2011). Cross-spectral Face Recognition in Heterogeneous Environments: A Case Study on Matching Visible to Short-wave Infrared Imagery, International Joint Conference on Biometrics (IJCB), Washington, DC, USA, 2011. https://doi.org/10.1109/IJCB.2011.6117586
- Bourlai T, Kalka N, Cao D, Decann B, Jafri Z, Nicolo F, Whitelam C, Zuo J, Adjeroh D, Cukic B, Dawson J, Hornak L, Ross A, Schmid NA (2011). In: Bhanu, B. et. al. (eds) Distributed Video Sensor Networks, Springer, London, Part 7, 471-478. https://doi.org/10.1007/978-0-85729-127-1_30
- Bourlai T, Kalka N, Ross A, Cukic B, Hornak L (2010). Cross-spectral Face Verification in the Short Wave Infrared (SWIR) Band, 20th International Conference on Pattern Recognition, Istanbul, Turkey, 2010, pp. 1343-1347. https://doi.org/10.1109/ICPR.2010.1115