University of Dayton School of Engineering Vision Lab

2018 Publications

Journals

1. Md Zahangir Alom, Sidike Paheding, Mahmudul Hasan, Tarek M. Taha, and Vijayan K. Asari, "Handwritten Bangla character recognition using the state-of-the-art deep convolutional neural networks," Computational Intelligence and Neuroscience, doi.org/10.1155/2018/6747098, vol. 2018, Article ID: 6747098, pp. 1-13, August 2018. (Hindawi)

2. Vijayan K. Asari and Nina Varney, "LIDAR data analysis for automatic region segmentation and object classification," American Journal of Computer Science and Information Technology , doi: 10.21767/2349-3917-C1-001, vol. 6, August 2018. (EuroSciCon)

3. Md Zahangir Alom, Mahmudul Hasan, Chris Yakopci, Tarek M. Taha, and Vijayan K. Asari, "Improved inception-residual convolutional neural network for object recognition," Neural Computing and Applications, doi: 10.1007/s00521-018-3627-6, pp. 1-15, August 2018. (Springer)

4. Fatema A. Albalooshi, Paheding Sidike, Vasit Sagan, Yousif Albastaki, and Vijayan K. Asari, "Deep belief active contours (DBAC) with its application to oil spill segmentation from remotely sensed sea surface imagery," Photogrammetric Engineering and Remote Sensing, doi: 10.14358/PERS.84.7.451, vol. 84, no. 7, pp. 451-458, July 2018. (PE&RS)

5. Paheding Sidike, Vasit Sagan, Maher Qumsiyeh, Maitiniyazi Maimaitijiang, Almabrok Essa, and Vijayan K. Asari, "Adaptive trigonometric transformation function with image contrast and color enhancement: Application to unmanned aerial system imagery," IEEE Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2018.2790899, vol. 15, no. 99, pp. 404-408, January 2018. (IEEE GRSL)

Conferences

6. Zhiyuan Xie, Umesh Haritashya, and Vijayan K. Asari, "GlacierNet: A novel convolutional neural network application for debris-covered glacier mapping," 130th Annual Meeting of The Geological Society of America: GSA 2018, Indianapolis, Indiana, USA, 04-07 November 2018. (GSA)

7. Md Zahangir Alom, Theus Aspiras, Tarek M. Taha, Vijayan K. Asari, and TJ Bowen, "Advanced deep convolutional neural network approaches for digital pathology image analysis: A comprehensive evaluation with different use cases," Pathology Visions 2018, San Diego, California, USA, 04-06 November 2018. (DPA: Digital Pathology Association)

8. Hussin Ragb, Theus Aspiras, and Vijayan K. Asari, "Human detection in infrared imagery using gradient and texture features and super-pixel segmentation," IEEE International Conference on Technologies for Homeland Security (IEEE HST 2018), Woburn, Massachusetts, USA, 23-24 October 2018. (IEEE)

9. Md Zahangir Alom, Chris Yakopcic, Tarek M. Taha , and Vijayan K. Asari, "Nuclei segmentation with Recurrent Residual Convolutional Neural Networks based U-Net (R2U-Net)," 2018 IEEE National Aerospace & Electronics Conference, Dayton, Ohio, USA, 23 - 26 July 2018. (NAECON)

10. Md Zahangir Alom, Chris Yakopcic, Tarek M. Taha , and Vijayan K. Asari, "Microscopic blood cell classification using Inception Recurrent Residual Convolutional Neural Networks," 2018 IEEE National Aerospace & Electronics Conference, Dayton, Ohio, USA, 23 - 26 July 2018. (NAECON)

11. Ruixu Liu, Tao Peng, Vijayan K. Asari, and John Loomis, "Real-time 3D scene reconstruction and localization with surface optimization," 2018 IEEE National Aerospace & Electronics Conference, Dayton, Ohio, USA, 23 - 26 July 2018. (NAECON)

12. Paheding Sidike, Vasit Sagan, Vijayan K. Asari, and Maitiniyazi Maimaitijiang, "A multi-component based volumetric directional pattern for texture feature extraction from hyperspectral imagery," Proceedings of the SPIE Defense + Security: Pattern Recognition and Tracking XXIX , Orlando, Florida, United States, vol. 10649, pp. 1-9, doi: 10.1117/12.2309317, 15 - 19 April 2018. (SPIE DCS)

13. Evan Krieger, Theus Aspiras, Vijayan K. Asari, Kevin Krucki, Bryce Wauligman, Yakov Diskin, and Karl Salva, "Vehicle tracking in full motion video using the progressively expanded neural network tracker," Proceedings of the SPIE Defense + Security: Pattern Recognition and Tracking XXIX , Orlando, Florida, United States, vol. 10649, pp. 1-9, doi: 10.1117/12.2305391, 15 - 19 April 2018. (SPIE DCS)

14. Ming Gong, Almabrok Essa, and Vijayan K. Asari, "Integrated color, shape and texture features for object classification on oil/gas pipeline right-of-ways," Proceedings of the SPIE Defense + Security: Automatic Target Recognition XXVIII , Orlando, Florida, United States, vol. 10648, pp. 1-10, doi: 10.1117/12.2305109, 15 - 19 April 2018. (SPIE DCS)

15. Hussin K. Ragb, Vijayan K. Asari, and Theus H. Aspiras, "Human detection in infrared imagery using intensity distribution, gradient and texture features," Proceedings of the SPIE Defense + Commercial Sensing: Mobile Multimedia/Image Processing, Security, and Applications 2018 (Multimedia Algorithms and Systems) , Orlando, Florida, United States, vol. 10668, pp. 1-8, 15 - 19 April 2018. (SPIE DCS)

16. Almabrok Essa and Vijayan K. Asari, "Multi-feature fusion based approach for robust face recognition," Proceedings of the SPIE Defense + Commercial Sensing: Mobile Multimedia/Image Processing, Security, and Applications 2018 (Image Analysis Techniques) , Orlando, Florida, United States, vol. 10668, pp. 1-6, doi: 10.1117/12.2305371, 15 - 19 April 2018. (SPIE DCS )

17. Patrick Martell and Vijayan K. Asari, "Hierarchical auto-associative polynomial convolutional neural network (HAP-CNN) for pattern classification," IS&T International Symposium on Electronic Imaging: Imaging and Multimedia Analytics in a Web and Mobile World , Burlingame, California, USA, 28 January - 01 February 2018. (EI 2018)

18. Theus Aspiras, Hussin Ragb, and Vijayan K. Asari, "Depth and super-pixel extraction for augmenting human detection," IS&T International Symposium on Electronic Imaging: Imaging and Multimedia Analytics in a Web and Mobile World , Burlingame, California, USA, 28 January - 01 February 2018. (EI 2018)

19. Hussin Ragb and Vijayan K. Asari, "A feature fusion strategy for human detection in omnidirectional camera imagery," IS&T International Symposium on Electronic Imaging: Imaging and Multimedia Analytics in a Web and Mobile World , Burlingame, California, USA, 28 January - 01 February 2018. (EI 2018)

Abstracts

20. Brad R. Sorg, Jason Demeter, Alexander R. Jereb, Clayton T. Kern, Jamie Stanton, Garrett C. Sargent, and Vijayan K. Asari, "Brain machine interface software application for data collection, thought analysis, and robotic arm control," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

21. Brandon Mckenzie Hampshire and Vijayan K. Asari, "Mobile Sensor Lab," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

22. Ming Gong, Almabrok Essa, Ivan A Sudakov, and Vijayan K. Asari, "A survey of tundra lake size changes during around 40-year time interval observed in historical maps and satellite images," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

23. Ruixu Liu and Vijayan K. Asari, "Real-time camera tracking and 3D scene reconstruction based on pose graph," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

24. Ming Gong, Almabrok Essa, and Vijayan K. Asari, "Multi-feature fusion approach for object classification on oil/gas pipeline right-of-ways," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

25. Hussin Ragb and Vijayan K. Asari, "Human detection on omnidirectional camera imagery by multi-feature fusion based on gradients, color and local phase information," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

26. Zhiyuan Xie and Vijayan K. Asari, "Convolutional neural network based multi-view object classification," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

Contact Us

Vision Lab, Dr. Vijayan Asari, Director

Kettering Lab 461-464 
300 College Park 
Dayton, Ohio 45469 - 0232

937-229-1779