2019 Publications
Journals
1. Almabrok Essa and Vijayan K. Asari, "High order volumetric directional pattern for video based face recognition," Mathematical Problems in Engineering, vol. 2019, Article ID 6798750, pp. 1-10, doi.org/10.1155/2019/6798750, June 2019. (Hindawi)2. Md Zahangir Alom, Theus Aspiras, Tarek M. Taha, Vijayan K. Asari, Dave Billiter, and TJ Bowen, "Advanced deep convolutional neural network approaches for digital pathology image analysis: A comprehensive evaluation with different use cases," Journal of Pathology Informatics, vol. 10, no. 10, pp. S17-S19, April 2019. (JPI)
3. Hussin Ragb and Vijayan K. Asari, "Multi-feature fusion for robust human detection in thermal infrared imagery," SPIE Journal of Optical Engineering, doi.org/10.1117/1.OE.58.4.043101, vol. 58, no. 4, pp. 043101: 1-10, April 2019. (SPIE OE)
4. 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)
5. 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)
6. 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)
7. 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, vol. 63, no. 2, pp. 20503: 1-13, March 2019. (JIST)
Journal Special Issue
8. 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
9. Nina Varney and Vijayan K. Asari, "What’s the Point? Using Extended Feature Sets with Sparse Lattice Networks for Semantic Segmentation in Point Clouds," IEEE Workshop on Applied Imagery and Pattern Recognition: Cognition, Collaboration, and Cloud - AIPR 2019, Washington Dc, USA, 15 - 17 October 2019. (IEEE AIPR)10. Theus Aspiras, Ruixu Liu, and Vijayan K. Asari, "Active recall networks for multiperspectivity learning through shared latent space optimization," 11th International Conference on Neural Computations Theory and Applications (NCTA 2019) in conjunction with the 11th International Joint Conference on Computational Intelligence (IJCCI 2019) , Vienna, Austria, 17-19 September 2019. (NCTA)
11. R. Wes Baldwin, Mohammed Almatrafi, Jason R. Kaufman, Vijayan K. Asari, and Keigo Hirakawa, "Inceptive event time-surfaces for object classification using neuromorphic cameras," 16th International Conference on Image Analysis and Recognition, ICIAR 2019 , Waterloo, Canada, 27-29 August 2019. (ICIAR)
12. Zahangir Alom, Theus Aspiras, Tarek Taha, Vijayan K. Asari, "Histopathological image classification with deep convolutional neural networks," SPIE Optical Engineering + Applications: Applications of Machine Learning , San Diego, California, United States, 11 - 15 August 2019. (SPIE OEA)
13. Hussin Ragb, Redha Almahdi, and Vijayan K. Asari, "Aggregate channel features based on local phase, color, texture, and gradient features for people localization," 2019 IEEE National Aerospace & Electronics Conference, Dayton, Ohio, USA, 15 - 19 July 2019. (NAECON)
14. Mst Shamima Nasrin, Md Zahangir Alom, Ranga Burada, Tarek M. Taha, and Vijayan K. Asari, "Medical image denoising with recurrent residual U-net (R2U-Net)," 2019 IEEE National Aerospace & Electronics Conference, Dayton, Ohio, USA, 15 - 19 July 2019. (NAECON)
15. 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)
16. 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)
17. 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)
Abstracts
18. Zahangir Alom, Tarek M Taha, and Vijayan K. Asari, "Medical Image Denoising with Deep Convolutional Neural Networks," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 201919. Ming Gong, Ivan A Sudakov, and Vijayan K. Asari, "Multi-Integrated Segmentation Approaches for Permafrost Lakes Observed in Satellite Images," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
20. Dhaval Dilip Kadia and Vijayan K. Asari, "Multi-Dimensional Lung Segmentation using Deep Learning," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
21. Mohammad T A A Alhumoud, Noh Essa Alluwaimi, Abdul Aziz A H A M Baroun, Jonah Kelly Connelly, Junda Jiang, Theus H. Aspiras, and Vijayan K. Asari, "Computer Vision Pedestrian Awareness System," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
22. Brandon Montel Payne and Vijayan K. Asari, "Resolution Exploration using Two-Dimensional Deep Learning Architectures," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
23. Ruixu Liu and Vijayan K. Asari, "Real-time 3D Scene Reconstruction with Surface Optimization," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
24. Zahangir Alom, Ranga Burada, and Vijayan K. Asari, "Medical Image Segmentation using Deep Convolutional Neural Networks," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
25. Zahangir Alom, Tarek M Taha, and Vijayan K. Asari, "Medical Image Denoising with Deep Convolutional Neural Networks," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
26. Brad Richard Sorg and Vijayan K. Asari, "Natural Language Processing: A Look Into How Computers Understand Human Language," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
27. Cameron E Long and Vijayan K. Asari, "Quaternion Neural Networks for Sequence Classification," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
28. Ruixu Liu and Vijayan K. Asari, "Automated Player and Field Tracking," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
29. Ruixu Liu and Vijayan K. Asari, "Deep learning based Machinery Threat Detection on Pipeline Right of Way," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
30. Wes Baldwin and Vijayan K. Asari, "Object Classification using Neuromorphic Cameras," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
31. Quinn Robert Graehling, Theus H Aspiras, and Vijayan K. Asari, "Deep Learning and Object Detection in 3D," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
32. Zhiyuan Xie, Umesh K Haritashya, and Vijayan K. Asari, "GlacierNet: A Deep Learning Architecture for Debris-Covered Glacier Mapping," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019
33. Ming Gong and Vijayan K. Asari, "Synthetic Aperture Radar (SAR) Image Analysis of Barrow Area," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019