2019 Publications

Journals

1. Hussin Ragb and Vijayan K. Asari, "Multi-feature fusion for robust human detection in thermal infrared imagery," SPIE Journal of Optical Engineering, March 2019. (SPIE)

2. Md Zahangir Alom, Chris Yakopcic, Mahmudul Hasan, Tarek M. Taha, and Vijayan K. Asari, "Recurrent residual U-net (R2U-Net) for medical image segmentation," Journal of Medical Imaging, doi.org/10.1117/1.JMI.6.1.014006, vol. 6, no. 1, pp. 014006: 1-17, March 2019. (SPIE JMI) (PDF)

3. Md Zahangir Alom, Tarek M. Taha, Chris Yakopcic, Stefan Westberg, Paheding Sidike, Mst Shamima Nasrin, Mahmudul Hasan, Brian C. Van Essen, Abdul A.S. Awwal, and Vijayan K. Asari, "A state-of-the-art survey on deep learning theory and architectures," Journal of Electronics, doi.org/10.3390/electronics8030292, vol. 8, no. 3, pp. 1-67, March 2019. (MDPI) (PDF)

4. Md Zahangir Alom; Chris Yakopcic, Shamima Nasrin, Tarek M. Taha, and Vijayan K. Asari, "Breast cancer classification from histopathological images with inception recurrent residual convolutional neural network," Journal of Digital Imaging, pp. 1-13, February 2019. (Springer)

5. Hussin Ragb and Vijayan K. Asari, "Multi-hypothesis approach for efficient human detection," Journal of Imaging Science and Technology, doi.org/10.2352/J.ImagingSci.Technol.2019.63.2.020503, January 2019. (JIST)

Journal Special issue

6. Sidike Paheding, Riad I. Hammoud, and Vijayan K. Asari, (Guest Editors), Journal of Sensors: Deep Perception beyond the Visible Spectrum: Sensing, Algorithms, and Systems, Hindawi, 2019. (Hindawi)

Conferences

7. Theus Aspiras, Bradley Sorg, Vijayan K. Asari, "Multi-task deep learning architecture for semantic segmentation in EO imagery," SPIE Defense + Security: Pattern Recognition and Tracking XXX , Baltimore, Maryland, United States, 14 - 18 April 2019. (SPIE DCS)

8. Theus Aspiras, Ruixu Liu, Vijayan K. Asari, "Convolutional auto-encoder for vehicle detection in aerial imagery," SPIE Defense + Security: Pattern Recognition and Tracking XXX , Baltimore, Maryland, United States, 14 - 18 April 2019. (SPIE DCS)

9. Bradley Sorg, Theus Aspiras, and Vijayan K. Asari, "Edge/region fusion network for scene labeling in infrared imagery," IS&T International Symposium on Electronic Imaging: Imaging and Multimedia Analytics in a Web and Mobile World , Burlingame, California, USA, 13-17 January 2019. (EI 2019)

CONTACT

Vision Lab, Dr. Vijayan Asari, Director

Kettering Lab
300 College Park
Dayton, Ohio 45469 - 0232
937-229-1779
Email
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