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2022 Publications

Journals

1. Wei-Chih Chern, Tam V. Nguyen, Vijayan K. Asari, and Hongjo Kim, "Impact of Loss Functions on Semantic Segmentation in Far-field Monitoring," International Journal of Computer-Aided Civil and Infrastructure Engineering, February 2022. (Wiley)

2. Md Zahangir Alom, Vijayan K. Asari, Anil Parwani, and Tarek M. Taha, "Microscopic nuclei classification, segmentation, and detection with improved deep convolutional neural networks (DCNN)," Journal of Diagnostic Pathology, January 2022. (Springer Nature)

3. Vijendra Singh, Vijayan K Asari, and Rajkumar Rajasekaran, "A deep neural network for early detection and prediction of chronic kidney disease," Journal of Diagnostics, vol. 12, no. 1, pp. 116-137, January 2022. (MDPI diagnostics)

4. Ruixu Liu and Vijayan K. Asari, "Cascaded semi-supervised annotation tool for image data labeling ," International Journal of Acta Scientific Computer Sciences, vol. 4, no. 1, pp. 10-15, January 2022. (PDF)

Conferences

5. Colin Leong, Dan Whitenack, and Vijayan K. Asari, "Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data," 60th Annual Meeting of the Association for Computational Linguistics -ACL 2022, Dublin, Ireland, 22 - 27 May 2022. (ACL 2022)

6. Nina M. Singer, Vijayan K. Asari, Theus Aspiras, and Jonathan Schierl, "Automated point cloud completion for occlusion reduction in aerial lidar," SPIE Defense + Commercial Sensing: Geospatial Informatics XII, Session: Non-Traditional Remote Sensing I, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

7. Jonathan Schierl, Vijayan Asari, Nina Singer, Theus Aspiras, Andrew Stokes, Brett Keaffaber, Andre Van Rynbach, Kevin Decker, and David Rabb, "An automatic multimodal data registration system for 2D and 3D information fusion," SPIE Defense + Commercial Sensing: Multimodal Image Exploitation and Learning 2022, Session: Multi-modal Image Processing Characterizing Issues, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

8. Garrett D. Fitzgerald, Vijayan Asari, and Ruixu Liu, "Geosynchronous satellite detection and tracking with WFOV camera arrays using spatiotemporal neural networks (GEO-SPANN)," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Image Quality and Tracking Techniques, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

9. Theus H. Aspiras, Vijayan K. Asari, Nina Singer, Jonathan Schierl, Andy Stokes, Brett Keaffaber, Andre Van Rynbach, Kevin Decker, and David Rabb, "Towards a deep-learning aided point cloud labeling suite," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Deep Neural Learning Based Recognition, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

10. Ruixu Liu, Theus Aspiras, and Vijayan K. Asari, "Deep neural machine for multimodal information fusion," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Trends in Pattern Recognition, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

11. Theus H. Aspiras, Ruixu Liu, Jonathan Schierl, and Vijayan K. Asari, "Learning classical image registration features using a deep learning architecture," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Trends in Pattern Recognition, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

12. Ruixu Liu, Theus Aspiras, and Vijayan K. Asari, "Learning spatiotemporal attention for multi-object tracking and re-identification in wide area motion imagery," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Trends in Pattern Recognition, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

13. Aqsa Sultana, Vijayan K. Asari, and Theus Aspiras, "Residues in succession U-net for fast and efficient segmentation," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Artificial Intelligence Based Tracking, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

14. Sidike Paheding, Abel R. Angulo, Mohammad Alam, and Vijayan K. Asari, "Medical image segmentation using U-Net and progressive neuron expansion," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Image Quality and Tracking Techniques, Orlando, Florida, United States, 03-07 April 2022. (Invited Paper) (SPIE DCS)

CONTACT

Vision Lab, Dr. Vijayan Asari, Director

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