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Published Research

Patents

  1. A. Yilmaz, E. Martin, C. Hitchcock, S. Povoski, E. Ozer and R. Xu. Methods and systems for performing navigation assisted medical procedures. US Patent Application Number 14/549,258. Filing Date: November 20, 2014. Published.
  2. A. Yilmaz and A. Gupta. Systems, Methods, and Devices for Geo-Localization. US Patent Application Number 15/048,285. Filing Date: February 2016. Patent Pending.
  3. A. Yilmaz, T. Aldemir, R. Denning, J. Lee. An Online Operator Tool to Assist Plant Operators in Making Real-Time, Risk-Informed Decisions Regarding Emergency Response Actions in Nuclear Plant Accidents Based on the Use of Dynamic Event Trees and Deep Learning Tools. Provisional Patent, Reference Number P2018-197-4469

Chapters in Books

  1. Z. Koppanyi, D. Iwaszczuk, B. Zha, C. Saul, C. Toth and A.Yilmaz. 2018. A comprehensive study on fusion of RGB and depth images for semantic labeling. In Multi-Modal Scene Understanding. Edited by Bodo, M. Yang and Vittorio. Elsevier. (accepted for publication)
  2. A. Gupta and A. Yilmaz. 2018. Social Network Inference in Videos, in Signal Processing, Volume 6 on Image and Video Processing and Analysis and Computer Vision, Chapter 11, pages 395-424, Elsevier. DOI: 10.1016/B978-0-12-811889-4.00011-7
  3. L. Ding and A. Yilmaz. 2014. Learning Social Relations from Videos: Features, Models and Analytics. In Human-Centered Social Media Analytics. Edited by Y.R. Fu and S. Rees. New York, NY: Springer Verlag. DOI 10.1007/978-3-319-05491-9_2
  4. F. Porikli and A. Yilmaz. 2012. Object Tracking. In Video Analytics for Business Intelligence. Edited by C. Shan, F. Porikli, T. Xiang and S. Gong. New York, NY: Springer Verlag. ISBN 978-3-642-28597-4
  5. A. Durdu, I. Erkmen, A. Erkmen, A. Yilmaz. 2012. Robotic Hardware and Software Integration for Changing Human Intentions. In Prototyping of Robotic Systems: Applications of Design and Implementation. Edited by T. Sobh, X. Xiong. IGI Global Publisher. ISBN13: 978-1-466-60176-5
  6. A. Yilmaz. 2011. Detecting and Tracking the Action Content. In Computer Analysis of Human Behavior. Advances in Pattern Recognition. Edited by Theo Gevers and Albert Ali Salah. New York, NY: Springer Verlag. 41-68. ISBN 978-0-85729-993-2
  7. A. Yilmaz. 2009. Active Contours: Snakes. In Wiley Encyclopedia of Computer Science and Engineering. Vol. 1. Edited by Benjamin W. Wah. New Jersey: John Wiley & Sons. 11-13. ISBN: 978-0-471-38393-2
  8. A. Yilmaz. 2009. Level Set Methods. In Wiley Encyclopedia of Computer Science and Engineering. Vol. 3. Edited by Benjamin W. Wah. New Jersey: John Wiley & Sons. 1731-1734. ISBN: 978-0-471-38393-2
  9. A. Yilmaz. 2009. Contour Tracking. In Wiley Encyclopedia of Computer Science and Engineering. Vol. 1. Edited by Benjamin W. Wah. New Jersey: John Wiley and Sons. 668-672. ISBN: 978-0-471-38393-2

Peer-Reviewed Journal Articles

  1. N. AjamGard and A. Yilmaz. April 2019. A Spacetime Model for One-shot Active Contour Extraction Scheme for Human Detection in Image Sequences. Elsevier Journal of Applied Mathematics and Computation (submitted)

  2. H. Zhao and A. Yilmaz. March 2019. Three-dimensional reconstruction of textureless objects under polarization remote sensing observation. International Journal of Remote Sensing (submitted)

  3. E. Lee and A. Yilmaz. January 2019. TC-Net: Convolutional Neural Network for True Color Estimation. IEEE Transactions on Cybernetics (submitted)
    N. Gard and A. Yilmaz. January 2019. Placement optimization of a network of cameras to maximize coverage and observability of the scene. Elsevier Computer Vision and Image Understanding. (submitted)

  4. J. Wan, A. Yilmaz and L. Yan. December 2019. PPD_Pyramid Patch Descriptor via Convolutional Neural Network. Photogrammetric Engineering and Remote Sensing (submitted)

  5. J. Hu,  W. Song, W. Zhang, Y. Zhao and A. Yilmaz. March 2019. Deep learning using in lumber classification tasks. Journal of Wood Science and Technology. Springer. Volume 53, Issue 2, pp 505–517 DOI 10.1007/s00226-019-01086-z

  6. A. Rosenbaum, R. Smith, E. Hade, A. Gupta, A. Yilmaz and M. Cackovic. 2018. Use and Experiences with External Fetal Monitoring Devices Among Obstetrical Providers. Journal of Maternal-Fetal & Neonatal Medicine DOI: 10.1080/14767058.2018.1548604

  7. J.H. Lee, A. Yilmaz, R. Denning, T. Aldemir. November 2018. Use of dynamic event trees and deep learning for real-time emergency planning in power plant operation. Nuclear Technology Journal, Special Issue on Big Data Analytics for Nuclear Power. DOI: 10.1080/00295450.2018.1541394

  8. O Nina, W Garcia, S Clouse, A Yilmaz. 2018. MTLE: A Multitask Learning Encoder of Visual Feature Representations for Video and Movie Description. arXiv preprint arXiv:1809.07257 (none peer reviewed)

  9. J. Wan, A. Yilmaz, L. Yan. August 2018. DCF-BoW: Build Match Graph Using Bag of Deep Convolutional Features for Structure from Motion. IEEE Geoscience and Remote Sensing Letters DOI: 10.1109/LGRS.2018.2864116

  10. J. Wan and A. Yilmaz. June 2018. DCF: A method for creating image relation table using a deep convolutional network. Acta Geodaetica et Cartographica Sinica (AGCS) Machine Vision Special Issue. Vol. 47. No 6. pp. 882-891.

  11. G. Barsai, A. Yilmaz, S. Nagarajan, P. Srestasathiern. 2017. Registration Of Images To Lidar And Gis Data Without Establishing Explicit Correspondences. Photogrammetric Engineering & Remote Sensing. Vol 83. No 10. Pp 705-716. DOI: 10.14358/PERS.83.10.705

  12. C. Zhang, P. Tang, N. Cooke, V. Buchanan, A. Yilmaz, S. W. Germain, R. L. Boring, S. Akca-Hobbins, A. Gupta. May 2017. Human-centered automation for resilient nuclear power plant outage control. Journal of Automation in Construction. DOI: 10.1016/j.autcon.2017.05.001

  13. S. HosseinyAlamdary and A. Yilmaz. March 2017. A Bayesian Approach to Traffic Light Detection and Mapping. ISPRS Journal of Photogrammetry and Remote Sensing. Vol. 125, pp 184-192. DOI: 10.1016/j.isprsjprs.2017.01.008
  14. S. Deshpande and A. Yilmaz. 2017. A semi-automated method to create a LiDAR-based hydro-flattened DEM. International Journal of Remote Sensing. Vol. 38, Issue: 5, p. Pages: 1365-1387. DOI: 10.1080/01431161.2017.1280632
  15. Z. Zhang, J. Pei, D. Wang, Q. Gan, J. Ye, J. Yue, B. Wang, S. Povoski, E. Martin,Jr, C. Hitchcock, A. Yilmaz, M. Tweedle, P. Shao and R. Xu. 2016. A Wearable Goggle Navigation System for Dual-mode Optical and Ultrasound Localization of Suspicious Lesions: Validation Studies Using Tissue-simulating Phantoms and An Ex Vivo Human Breast Tissue Model. Plos One. Volume:11, Issue:7, ISSN: 1932-6203
  16. A. Sukcharoenpong, A. Yilmaz, and R. Li. March 2016. An Integrated Active Contour Approach to Shoreline Mapping using HSI and DEM. IEEE Transactions on Geoscience and Remote Sensing. Volume:54, Issue: 3, p. 1586 – 1597. DOI 10.1109/TGRS.2015.2483641
  17. B. Abayowa, R. Hardie and A. Yilmaz. August 2015. Automatic Registration of Optical Aerial Imagery to a LiDAR Point Cloud for Generation of City Models. ISPRS Journal of Photogrammetry and Remote Sensing. Vol. 106, p. 68-81. DOI 10.1016/j.isprsjprs.2015.05.006
  18. D. Zamalieva and A. Yilmaz. 2014. Background subtraction for the moving camera: A geometric approach. Computer Vision and Image Understanding, Vol 127, p. 73-85. DOI 10.1016/j.cviu.2014.06.007
  19. M. Al-Shahri and A. Yilmaz. September 2014. Line Matching in Wide-Baseline Stereo: A Top-Down Approach. IEEE Trans. on Image Processing. Vol 23, Issue 9. p. 4199-4210. DOI 10.1109/TIP.2014.2331147
  20. J. Jiang and A. Yilmaz. March 2014. Persistent Feature Tracking Using Scene Geometry. Computer Vision and Image Understanding, Vol 120 p 141-156. DOI 10.1016/j.cviu.2013.10.009
  21. R. Li, S. He, B. Skopljak, X. Meng, P. Tang, A. Yilmaz, J. Jiang, C. Oman, M. Banks and S. Kim. March 2014. A Multi-sensor Integration Approach toward Astronaut Navigation for Landed Lunar Missions. Journal of Field Robotics, (31)2 p. DOI 245-262. 10.1002/rob.21488
  22. D. Zamalieva, A. Yilmaz and T. Aldemir. December 2013. A probabilistic model for online scenario labeling in dynamic event tree generation. Journal of Reliability Engineering and System Safety, Vol. 120 p. 18-26. DOI 10.1016/j.ress.2013.02.028
  23. D. Mandelli, A. Yilmaz, T. Aldemir, K. Metzroth, R. Denning. July 2013. Scenario Clustering and Dynamic Probabilistic Risk Assessment. Journal of Reliability Engineering & System Safety. Vol. 115, p. 146-160. DOI 10.1016/j.ress.2013.02.013
  24. D. Zamalieva, A. Yilmaz and T. Aldemir. February 2013. Online Scenario Labeling using a Hidden Markov Model for Assessment of Nuclear Plant State. Journal of Reliability Engineering & System Safety, Vol. 110 p. 1-13. DOI 10.1016/j.ress.2012.09.002
  25. K. Mitra, J. Melvin, S. Chang, K. Park, A. Yilmaz, S. Melvin and R. Xu. November 2012. Indocyanine Green loaded microballoons for biliary imaging in cholecystectomy. Journal of Biomedical Optics. Vol. 17. No. 4 pp.116025. DOI 10.1117/1.JBO.17.11.116025
  26. L. Ding, A. Yilmaz and R. Yan. April 2012. Interactive Image Segmentation Using Dirichlet Process Multiple View Learning. IEEE Trans. on Image Processing. Vol. 21. No.4, pp. 2119-2129. DOI 10.1109/TIP.2011.2181398
  27.  P. Srestasathiern and A. Yilmaz. November 2011. Planar Shape Representation and Matching Under Projective Transformation. Computer Vision and Image Understanding. Vol. 115. No. 11, pp. 1525-1535. DOI 10.1016/j.cviu.2011.07.004
  28. A. Yilmaz. March 2011. Kernel Based Object Tracking Using Asymmetric Kernels with Adaptive Scale and Orientation Selection.  Machine Vision and Applications Journal. Vol. 22, no. 2: 255-268. DOI 10.1007/s00138-009-0237-4
  29. L. Ding and A. Yilmaz. May 2010. Interactive image segmentation using probabilistic hypergraphs.  Pattern Recognition. Vol. 43, no. 5: 1863-1873. DOI 10.1016/j.patcog.2009.11.025
  30. A. Yilmaz and M. Shah. March 2008. A Differential Geometric Approach To Representing the Human Actions.  Computer Vision and Image Understanding. Vol. 109, no. 3: 335-351. DOI 10.1016/j.cviu.2007.09.006
  31. A. Yilmaz, O. Javed and M. Shah. January 2006. Object Tracking: A Survey.  ACM Journal of Computing Surveys. Vol. 38, no. 4. DOI 10.1145/1177352.1177355
  32. A. Yilmaz and M. Shah. November 2006. Matching Actions In Presence Of Camera Motion.  Computer Vision and Image Understanding. Vol. 104, no. 2-3. 221-231. DOI: 10.1016/j.cviu.2006.07.012
  33. A. Yilmaz, X. Li and M. Shah. 2004. Contour Based Object Tracking with Occlusion Handling in Video Acquired Using Mobile Cameras.  IEEE Trans. on Pattern Analysis and Machine Intelligence. Vol. 26, no. 11: 1531-1536. ISSN 0162-8828
  34. A. Yilmaz, K. Shafique and M. Shah. July 2003. Target Tracking in Airborne Forward Looking Infrared Imagery.  Image and Vision Computing. Vol. 21, no. 7: 623-635. DOI 10.1016/S0262-8856(03)00059-3
  35. C. Rao, A. Yilmaz and M. Shah. November 2002. View Invariant Representation and Recognition of Actions.  Int. Journal of Computer Vision. Vol. 50, no. 2: 203-226. ISSN 0920-5691
  36. A. Yilmaz and M. Gokmen. 2001. Eigenhill vs. Eigenface and Eigenedge.  Pattern Recognition. Vol. 34, No 1: p. 181-184. ISSN 0031-3203

Peer Reviewed Papers in Proceedings

  1. E. Sahin, C. Saul and A. Yilmaz. 12/2018. Poker Hand Strength Classification Using Deep Learning Architectures. International Conference on Engineering and Technology. Sri Lanka.

  2. O. Nina, W. Garcia, S. Clause and A. Yilmaz. 12/ 2018. A Multitask Learning Encoder-Decoders Framework for Generating Movie and Video Captioning. Neural Information Processing Systems Workshop on AI for Social Good. Montreal, Canada.

  3. C. Saul, E. Sahin, E. Ozsarfati and A. Yilmaz. 2/2019. Book Genre Classification Based on Titles with Machine Learning Algorithms. International Conference on Advances in Computer, Communication Systems. Singapore

  4. C. Saul, E. Sahin, E. Ozsarfati and A. Yilmaz. 11/2018. Abalone Life Phase Classification with Deep Learning. International Conference on Soft Computing and Machine Intelligence. Nairobi, Kenya

  5. T. Koroglu and A. Yilmaz. 10/2018. Pedestrian Inertial Navigation via Non-recursive Bayesian Map-Matching. IEEE International Conference on Systems, Man, and Cybernetics. Miyazaki, Japan.

  6. J. Lee, T. Aldemir, A. Yilmaz and R. Denning. 09/2018. Development of an Online Operator Tool to Support Real-Time Emergency Planning Based on the Use of Dynamic Event Trees and Deep Learning. Probabilistic Safety Assessment and Management (PSAM). Los Angeles California.

  7. N. AjamGard, J. Chen, P. Tang and Yilmaz. 10/2018. Deep Learning and Anthropometric Plane Based Workflow Monitoring by Detecting and Tracking Workers. ISPRS TC 1 Symposium on Innovative Sensing - From Sensors to Methods and Applications. Karlsruhe, Germany.

  8. D. Iwaszczuk, N. A. Gard, Z. Koppanyi, B. Zha, C. Toth, A. Yilmaz. 10/2018. Semantic Labeling of Structural Elements in Buildings by Fusing RGB and Depth Images in an Encoder-Decoder CNN Framework. ISPRS TCI Midterm Symposium on Innovative Sensing - From Sensors to Methods and Applications. Karlsruhe, Germany

  9. Y. Ye and A. Yilmaz. 11/2017. Generating Road Maps Automatically from Aerial Images. Autonomous GIS Workshop at the 25th ACM SIGSPATIAL. Redondo Beach, CA

  10. T. Koroglu and A. Yilmaz. 10/2017. Pedestrian Inertial Navigation with Building Floor Plans for Indoor Environments via Non-Recursive Bayesian Filtering. IEEE Sensors Conference. pp. 1020-1022. Scotland UK.

  11. S. Li, A. Yilmaz, C. Xiao and H. Li. 09/2017. 4D ISIP: 4D Implicit Surface Interest Point Detection. International Conference on Image and Graphics. Shanghai, China.

  12. C. Xiao and A. Yilmaz. 09.2017. A Unique Target Representation And Voting Mechanism For Visual Tracking. IEEE Int. Conf. Image Processing. Beijing, China.

  13. C. Xiao and A. Yilmaz. 06.2017. Visual Tracking Utilizing Object Concept from Deep Learning Network. ISPRS Hannover Workshop Series, Hannover, Germany.

  14. A. Gupta and A. Yilmaz. 04.2017. Subspace Projection Methods for Large Scale Image Data Analysis. IEEE International Conference on Multimedia Big Data (BigMM). Laguna Hills, CA, USA
  15. A. Gupta and A. Yilmaz. 10/2016. Indoor Localization using Building Information Models. the 8th ACM SIGSPATIAL International Workshop on Indoor Spatial Awareness (ISA). San Francisco, CA.
  16. A. Gupta and A. Yilmaz. 10/2016. Indoor Positioning System Using Visual and Inertial Sensors. IEEE SENSORS. Orlando, FL.
  17. C. Xiao and A. Yilmaz. 12/2016. Efficient Tracking with Distinctive Target Colors and Silhouette. International Conference On Pattern Recognition (ICPR). Cancun, Mexico.
  18. A. Gupta, H. Chang and A. Yilmaz. 07/2016. GPS-Denied Geo-Localization Using Visual Odometry. ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci. Volume III-3, p. 263-270, Prague doi:10.5194/isprs-annals-III-3-263-2016.
  19. S. HosseinyAlamdary and A. Yilmaz. 07/2016. Traffic light detection using conic section geometry. ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci. Volume III-1, p. 191-200 doi:10.5194/isprs-annals-III-1-191-2016 Prague.
  20. S. HosseinyAlamdary and A. Yilmaz. 12/2015. Surface Recovery: Fusion of Image and Point Cloud. IEEE ICCV Multi-Sensor Fusion Workshop. Santiago, Chili.
  21. J. Huai, Y. Zhang and A. Yilmaz. 09/2015. Real-time large scale 3D reconstruction by fusing Kinect and IMU data. ISPRS Ann. Photogrammetry Remote Sensing Spatial Information Science, II-3-W5, 491-496, 2015. La Grande Motte, France.
  22. Hosseinyalamdary and A. Yilmaz. 2015. 3d Super-Resolution Approach For Sparse Laser Scanner Data. ISPRS Ann. Photogrammetry Remote Sensing Spatial Information Science, II-3/W5, 151-157, doi:10.5194/isprsannals-II-3-W5-151-2015, 2015
  23. D. Zamalieva, A. Yilmaz and J. Davis. 09/2014. A Multi-Transformational Model for Background Subtraction with Moving Cameras. European Conference on Computer Vision. Switzerland. Vol. 8689, pp. 803-817.
  24. S. HosseinyAlamdary, P.-L. Lai, A. Yilmaz. 2014. Merging images, trajectory, and point clouds for 3D object tracking. ISPRS Photogrammetric Computer Vision TCIII Midterm Symposium. Zurich. Switzerland (September) (Second place award)
  25. D. Li, R. Li, A. Yilmaz. 2014. ESA ExoMars: Prelauch PanCam geometric modeling and accuracy assessment. ISPRS Photogrammetric Computer Vision TCIII Midterm Symposium. Zurich. Switzerland (September)
  26. S. Hosseinyalamdary and A. Yilmaz. 11/2014. Motion Vector Field Estimation Using Brightness Constancy Assumption and Epipolar Geometry Constraint. ISPRS Annals of Photogrammetry Remote Sensing Spatial Information Science, II-1, 9-16, doi:10.5194/isprsannals-II-1-9-2014
  27. D. Zamalieva, A. Yilmaz and J. Davis. 2014. Exploiting Temporal Geometry for Moving Camera Background Subtraction. International Conference on Pattern Recognition (ICPR). Sweden. (August)
  28. Y. Lee and A. Yilmaz. 2013. Real-time Object Detection and 3D Positioning in a Multiple Camera Setup. IISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., II-3-W2, 31-35. Antalya, Turkey. (November)
  29. J. Lawver and A. Yilmaz. 2013. Robust Feature Tracking in Image Sequences Using View Geometric Constraints. ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., II-3-W2, 25-30. Antalya, Turkey. (November) (Best Paper Award)
  30. J. Jiang and A. Yilmaz. 2011. Good Features to Track: A View Geometric Approach. IEEE Workshop on Mobile Vision (In conjunction with ICCV). Barcelona, Spain. (November)
  31. A. Durdu, I. Erkmen, A. Erkmen and A. Yilmaz. 2011. Morphing Estimated Human Intention via Human-Robot Interactions. International Conference on Intelligent Automation and Robotics (ICIAR). San Francisco, CA (October), pp. 354-359.
  32. L. Ding and A. Yilmaz. 2011. Inferring Social Relations from Visual Concepts. IEEE International Conference on Computer Vision (ICCV). Barcelona, Spain. (November): pp. 699 – 706. DOI: 10.1109/ICCV.2011.6126306
  33. H. Karimabadi, H. X. Vu1, B. Loring, Y. Omelchenko, T. Sipes, V. Roytershteyn, W. Daughton, M. Tatineni, A. Majumdar, U. Catalyurek and A. Yilmaz. 2011. Petascale Kinetic Simulation of the Magnetosphere. TeraGrid Conference. Salt Lake City, UT (July). Article No. 5 DOI: 10.1145/2016741.2016747
  34. L. Ding and A. Yilmaz. 2010. Enhancing Interactive Image Segmentation with Automatic Label Set Augmentation. In: Proc. of European Conference on Computer Vision (ECCV). Crete, Greece. (September): Vol 6316. pp. 575-588.
  35. L. Ding and A. Yilmaz. 2010. Learning Relations among Movie Characters: A Social Network Perspective. In: Proc. of European Conference on Computer Vision (ECCV). Crete, Greece. (September): pp. 410-423. DOI: 10.1007/978-3-642-15561-1_30
  36. K. Park and A. Yilmaz. 2010. Social Network Approach to Analysis of Soccer Game. In: International Conf. on Pattern Recognition (ICPR), oral presentation. Istanbul, Turkey: IAPR. (August 21), pp. 3935 – 3938. DOI: 10.1109/ICPR.2010.957
  37. H. Lee and A. Yilmaz. 2010. 3D Reconstruction Using Photo Consistency From Uncalibrated Multiple Views. In: Int. Conf. on Computer Vision Theory and Applications (VISAPP). SciTePress. Angers, France. (May), pp. 1-6
  38. P. Lai and A. Yilmaz. 2009. Shape Recovery Using Rotated Slicing Planes. In: Int. Congress on Image and Signal Processing (CISP). Tianjin, China. (October 17)
  39. L. Ding and A. Yilmaz. 2008. Image Segmentation as Learning on Hypergraphs. In: Int. Conf. on Machine Learning and Applications (ICMLA). San Diego, CA, USA. (December): 247-252.
  40. P. Srestasathiern and A. Yilmaz. 2008. View Invariant Object Recognition. In: IAPR International Conf. on Pattern Recognition (ICPR). Tampa, FL, USA. (December): 1-4.
  41. Yilmaz and G. Barsai. 2008. A View-Geometric Approach to View and Occlusion Invariant Geographic Shape Recognition and Retrieval. In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). B3b, Vol. XXXVII. Beijing, China. (July): 457-463.
  42. P. Lai and A. Yilmaz. 2008. Projective Reconstruction of Building Shape from Silhouette Images Acquired from Uncalibrated Cameras. In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS). B3b, Vol. XXXVII. Beijing, China. (July): 103-108.
  43. P. Lai and A. Yilmaz. 2008. Efficient Object Shape Recovery via Slicing Planes. In: IEEE Conf. on Computer Vision and Pattern Recognition (CVPR). Anchorage, AK, USA. (June): 1-6.
  44. A. Yilmaz. 2007. Object Tracking by Asymmetric Kernel Mean Shift with Automatic Scale and Orientation Selection. In: IEEE Conf. on Computer Vision and Pattern Recognition (CVPR). Minneapolis, MN, USA. (June): 1-6.
  45. A. Yilmaz and M. Shah. 2005. Actions Sketch: A Novel Action Representation. In: IEEE Conf. on Computer Vision and Pattern Recognition (CVPR). Vol. 1: 1063-1069.
  46. A. Yilmaz and M. Shah. 2005. Recognizing Human Actions in Videos Acquired by Uncalibrated Moving Cameras. In: IEEE International Conf. on Computer Vision (ICCV). Vol. 1: 150-157.
  47. Y. Zhai, A. Yilmaz and M. Shah. 2005. Story Segmentation in News Videos Using Visual and Text Cues. ACM Int. Conf. on Image andVideo Retrieval. 92-102.
  48. A. Yilmaz, X. Li and M. Shah. 01/2004. Object Contour Tracking Using Level Sets. In: Asian Conf. on Computer Vision (ACCV). Jeju, Korea. pp. 1-5
  49. A. Yilmaz and M. Shah. 01/2002. Automatic Feature Detection and Pose Recovery for Faces. In: Asian Conf. on Computer Vision (ACCV). Vol. 1: 284-289.
  50. A. Yilmaz and M. Shah. 09/2002. Estimation of Arbitrary Albedo and Shape from Shading for Symmetric Objects. In: British Machine Vision Conference (BMVC). pp. 71.1-71.9. ISBN 1 901725 19 7
  51. A. Yilmaz, K. Shafique and M. Shah. 01/2002. Estimation of Rigid and Nonrigid Motion Using Anatomical Face Model. In: International Conference on Pattern Recognition (ICPR). Vol. 1: 377-380.
  52. A. Yilmaz, K. Shafique, N. Lobo, T. Olson and M. Shah. 12/2001. Target Tracking in FLIR Imagery Using Mean-Shift and Global Motion Compensation. In: IEEE Workshop on Computer Vision Beyond Visible Spectrum. pp. 1-6
  53. A. Yilmaz and M. Gokmen. 2000. Eigenhills vs. Eigenface and Eigenedge. In: IAPR International Conf. on Pattern Recognition (ICPR). Vol. 2: 827-830.
  54. A. Yilmaz and M. Gokmen. 2000. Illumination Analysis for Face Recognition Algorithms. In: IEEE Nat. Conf. on Signal Processing and Applications
  55. A. Yilmaz and M. Shah. 2000. Shot Detection Using Principal Coordinate System. In: IASTED Internet and Multimedia Systems and Applications (IMSA). Conference: 168-175.
  56. A. Yilmaz and M. Gokmen. 1999. Face Recognition Using Eigenhills. In: International Symposium on Computer and Information Sciences (ISCIS).

Conference Papers in Proceedings

  1. B. Zha. M. Bai, H. Sezen and A. Yilmaz. 09/2019. Deep Convolutional Neural Networks For Classification In Comprehensive Structural Health Monitoring. 12th International Workshop on Structural Health Monitoring. San Jose, CA.

  2. P. Liu, C. Xiao, A. Yilmaz, Z. Zhang, P. Shao, I. Valerio, E. Martin, C. Sen, R. Xu. 08/2018. Interactive telementoring for prehospital trauma care. Military Health System Symposium.

  3. A. Rosenbaum, E. Cackovic, E. Hade, A. Yilmaz, R. Smith, A. Gupta. October 2018. Use and Experiences with External Fetal Monitoring Devices Among Obstetrical Providers. XXII World Congress of Gynecology and obstetrics. Rio de Janeiro

  4. A. Rosenbaum, Rachel M Smith, Erinn M Hade, Ashish Gupta, Alper Yilmaz, Michael Cackovic. 03/2018. Use and Experiences with External Fetal Monitoring Devices Among Obstetrical Providers. Expert Fetal Medicine Conference. London UK.
  5. N. AjamGard and Alper Yilmaz. 03/2017. Placing and Orienting a Network of Cameras Using Irradiance/Exposure-Added Camera Model and BIM. ASPRS Annual Conf. Imaging and Geospatial Technology Forum. Baltimore, MD
  6. S. Deshpande and A. Yilmaz. 03/2017. A method to hydroflatten Single Photon LiDAR. ASPRS Annual Conf. Imaging and Geospatial Technology Forum. Baltimore, MD
  7. M. Yi and A. Yilmaz. 03/2017. Histogram intersection kernel with spatial pyramid matching for plant diseases classification. Baltimore, MD
  8. M. Karnes, A. Gupta and A. Yilmaz. 09/2016. 3D Body Mapping For Real-Time Muscle Volume Assessment of Astronauts During LDEM. International Astronautical Congress. Guadalajara, Mexico.
  9. P. Tang, C. Zhang, A. Yilmaz, N. Cooke, R. Boring, A. Chasey, S. Jones, T. Vaughn. 07/2016. Automatic Imagery Data Analysis for Diagnosing Human Factors in the Outage of a Nuclear Plant. International Conference on Human-Computer Interaction. Toronto, Canada.
  10. Y. Zhang and A. Yilmaz. 07/2016. Structured light based 3D scanning for specular surface by the combination of gray code and phase shifting. Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., Vol. XLI-B3. Pp. 137-142 Prague, Czech Republic. doi:10.5194/isprs-archives-XLI-B3-137-2016
  11. S. Deshpande and A. Yilmaz. 04/2016. A semi-automatic method to Hydro-flatten LiDAR data. ASPRS Imaging & Geospatial Technology Forum. Fort Worth, TX.
  12. Z. Zhang, J. Pei, D. Wang, C. Hu, J. Ye, Q. Gan, P. Liu, J. Yue, B. Wang, P. Shao, S. Povoski, E. Martin, Jr., A. Yilmaz, M. Tweedle and R. Xu. 2016. A Google Glass navigation system for ultrasound and fluorescence dual-mode image-guided surgery. SPIE Photonics West. February 2016. San Francisco, CA.
  13. C. Zhang, P. Tang, A. Yilmaz, N. Cooke, A. Chasey, R. Boring, T. Vaughn, and S. Jones. 2016.  Video-based Crane-Related Workflow Control Framework for Nuclear Power Plant Outages. Association for Automation and Robotics in Construction. July 18. Auburn, Alabama
  14. R.X. Xu, A. Yilmaz, P. Shao, Z. Zhang, W. Ren, P. Liu, J. Pei, T.F. Michael, S. Povoski, E. Martin. 2015. A wearable surgical navigation system for sentinel lymph node mapping and image-guided biopsy. Biomedical Engineering Society (BMES) Annual Meeting. October 7-10. Tampa, United States.
  15. M. Alshahri and A. Yilmaz. 2015. A Robust Line Feature Matching Method In A Wide-Baseline Views. ASPRS Imaging & Geospatial Information Forum. Tampa Florida (May).
  16. RS Kim, A. Yilmaz. 2014. Spectral Matching using Bitmap Indices of Spectral Derivatives for the Analysis of Hyperspectral Imagery. International Conference on Environmental Science and Technology. Houston, Texas (June).
  17. D. Zamalieva, Z. Jankovsky, A. Yilmaz, T. Aldemir and R. Denning. 2014. Automated Selection of Number of Clusters for Determining Proliferation Resistance Measures. Proc. of Probabilistic Safety Assessment and Management Topical Meeting. Honolulu, Hawaii (June)
  18. M. Al-Shahri and A. Yilmaz. 2013. Framework for Line Feature Matching Across Images. ASPRS 2013 Annual Conference, Maryland (March)
  19. D. Mandelli, C. Smith, A. Yilmaz and T. Aldemir. 09/2013. Mining nuclear transient data through symbolic conversion. International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA). Columbia, South Carolina.
  20. D. Zamalieva, A. Yilmaz, T. Aldemir and R. Denning, “Online labeling of dynamic event tree scenarios using Observable Operator Models,” International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA), 09/2013.
  21. Z. Jankovsky, D. Zamalieva, A. Yilmaz, R. Denning and T. Aldemir, “A clustering analysis of probabilistic proliferation resistance measures in an example nuclear fuel system,” International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA), 09/2013. (best student paper award)
  22. D. Zamalieva, A. Yilmaz and T. Aldemir, “Thresholding strategies for Dynamic Event Tree online labeling with Hidden Markov Models,” American Nuclear Society Winter Meeting and Nuclear Technology Expo (ANS), 11/2013. Washington, DC.
  23. D. Mandelli, C. Smith, C. Rabiti, A. Alfonsi, R. Youngblood, V. Pascucci, B. Wang, D. Maljovec, P. T. Bremer, T. Aldemir, A. Yilmaz, D. Zamalieva, “Dynamic PRA: an Overview of New Algorithms to Generate, Analyze and Visualize Data”, American Nuclear Society Winter Meeting and Nuclear Technology Expo (ANS), 11/2013. Washington, DC., 949-953
  24. Z. Jankovsky, D. Zamalieva, R. Denning, A. Yilmaz and T. Aldemir, “A Comparison of Various Clustering Schemes for Proliferation Resistance Measures,” American Nuclear Society Winter Meeting (ANS), 2013.
  25. P. Srestasathiern, A. Yilmaz. Jan 2012 "Recovering projective structure and motion from straight lines." In: Evolutionary And Bio-Inspired Computation: Theory And Applications Vol. 8402 BELLINGHAM: Spie-Int Soc Optical Engineering.
  26. H. Lee and Alper Yilmaz. 2012. Intrinsic Color from a Single Outdoor Image. ASPRS Annual Conference. Sacramento, CA (March)
  27. D. Zamalieva, A. Yilmaz, T. Aldemir, “Online Scenario Classification in Dynamic Event Tree Generation Using a Statistical Markov Model”, Proc.9th International Topical Meeting on Nuclear Thermal-Hydraulics, Operation and Safety (NUTHOS-9), Chung-Hwa Nuclear Society, Taipei, Taiwan, September, 2012. Kaohsiung City, Taiwan.
  28. Lee,Young-Jin; Yilmaz,Alper. Jan 2011. "Boresight Calibration of the Aerial Multi-Head Camera System." In: Evolutionary And Bio-Inspired Computation: Theory And Applications V. 8059 Bellingham: Spie-Int Soc Optical Engineering. pp. 805-908. (Published). 
  29. Y. Lee and A. Yilmaz. 2011. Boresight Calibration of the Aerial Multi-Head Camera System. SPIE Evolutionary and Bio-Inspired Computation: Theory and Applications. Orlando, FL (April).
  30. K. Metzroth, D. Mandelli, A. Yilmaz, R. Denning and T. Aldemir. 2011. A Comparison of Scenario Binning Methods for Dynamic Probabilistic Risk Assessment. In: European Safety and Reliability Conference. Troyes, France. (September)
  31. D. Mandelli, A. Yilmaz and T. Aldemir. 2011. Scenario Analysis and PRA: Overview and Lessons Learned. In: European Safety and Reliability Conference. Troyes, France. (September)
  32. D. Zamalieva, A. Yilmaz and T. Aldemir. 2011. A Probabilistic Model for Online Scenario Labeling in Dynamic Event Tree Generation. In: European Safety and Reliability Conference. Troyes, France. (September)
  33. D. Mandelli, A. Yilmaz and T. Aldemir. 2011. Data Processing Methodologies Applied to Dynamic PRA: an Overview. In: Int. Topical Meeting on Probabilistic Safety Assessment and Analysis. Wilmington, NC. (March)
  34. D. Zamalieva, A. Yilmaz and T. Aldemir. 2011. Online State Estimation in Dynamic Event Trees for a Level Controller Dataset. In: International Topical Meeting on Probabilistic Safety Assessment and Analysis. LaGrange Park, IL. (March)
  35. D. Mandelli, A. Yilmaz, T. Aldemir. 2011. Clustering Scenarios on Manifolds. In: Proceedings of the American Nuclear Society, Vol 104, 391-393.
  36. T. Aldemir, U. Catalyurek, R. Denning, C. Smidts, X. Sun, A. Yilmaz. 2011. Method and Tool Development to Support Systematic Quantification of Uncertainties. In: Transactions of American Nuclear Society. Vol. 104. 954-956 (June)
  37. D. Mandelli, A. Yilmaz, T. Aldemir. 2011. Clustering Scenarios on Manifolds: an Application to Scenario Analysis using Principal Component Analysis. In: Transactions of American Nuclear Society. Vol. 105, 521-523 (November)
  38. A. Yilmaz. 2010. Photogrammetry Tutorial for EO Exploitation. In: IEEE NAECON. Dayton, OH. (July 14)
  39. V. Khare, A. Yilmaz and Olga Mendoza-Schrock. 2010. Precise Image Registration and Occlusion Labeling. In: IEEE NAECON. Dayton, OH. (July 14)
  40. Y. Lee, A. Yilmaz and O. Mendoza-Schrock. 2010. In-flight Camera Platform Calibration of the Aerial Multi-Head Camera System. In: IEEE NAECON. Dayton, OH. (July 14): 1-6.
  41. D. Mandelli, A. Yilmaz, K. Metzroth, R. Denning and T. Aldemir. 2010. Scenario Aggregation and Analysis via Mean-Shift Methodology. In: Int. Congress on Advances in Nuclear Power Plants. San Diego, CA. (June): 990-994.
  42. D. Mandelli, A. Yilmaz, K. Metzroth, T. Aldemir and R. Denning. 2010. DET and Scenario Aggregation: A Sensitivity Analysis. In: Proc. of Verification and Validation for Nuclear Systems Analysis Workshop, Raleigh, NC. (June).
  43. T. Aldemir, A. Yilmaz and D. Mandelli. 2010. Scenario Aggregation in Dynamic PRA Uncertainty Quantification. In: Proceedings of the American Nuclear Society. Vol. 102. San Diego, CA. (June): 246-249.
  44. D. Mandelli, A. Yilmaz, T. Aldemir and R. Denning. 2010. Scenario Aggregation and Analysis via Mean-Shift Methodology. In: Proc. of Probabilistic Safety Assessment and Management. Seattle, WA. (June).
  45. D. Mandelli, K. Metzroth, A. Yilmaz, R. Denning and T. Aldemir. 2010. Probabilistic Clustering for Scenario Analysis. In: Proceedings of the American Nuclear Society. Vol. 103. Las Vegas, NV. (June): 371-374.
  46. I. Lee, S. He, P. Lai and A. Yilmaz. 2010. Building Point Grouping Using View-Geometry Relations. In: ASPRS Annual Conference. San Diego, CA. (April 25)
  47. K. Park and A. Yilmaz. 2010. A Social Network Analysis Approach to Analyze Road Networks. In: ASPRS Annual Conference. San Diego, CA. (April 25)
  48. R. Li, S. He, B. Skopljak, J. Jiang, P. Tang, A. Yilmaz, M. Banks and C. Oman. 2010. Development of a Lunar Astronaut Spatial Orientation and Information System (LASOIS). In: ASPRS Annual Conference. San Diego, CA. (April 25)
  49. R. Li, B. Wu, B. Skolpjak, S. He, Y. Lee, A. Yilmaz, J. Jiang, M. Banks, C. Oman, and K. Bhasin. 2009. Prototype Development for a Lunar Astronaut Spatial Orientation and Information System. In: NLSI Lunar Science Forum: NASA. (June 21)
  50. Yilmaz and G. Barsai. 2009. Object Recognition Using Angles in the Projective Plane. In: American Society for Photogrammetry and Remote Sensing Annual Conference. Baltimore, MD, USA. (March): 1-6.
  51. P. Lai and A. Yilmaz. 2009. A New Approach for Vanishing Line Estimation. In: American Society for Photogrammetry and Remote Sensing Annual Conference. Baltimore, MD, USA. (March): 1-6.
  52. R. Li, K. Di, B. Wu, S. He, B. Skopljak, M. Tang, A. Yilmaz, M. Banks, C. Oman and K. Bhasin. 2008. LASOIS: Enhancing the Spatial Orientation Capability of Astronauts on the Lunar Surface. In: NASA Lunar Science Conference. San Jose, CA, USA. (July): 1-4.
  53. K. Park and A. Yilmaz. 2007. A Design of a Web Service for Digital Photogrammetry Workstation Using Service Oriented Architecture. In: International e-Conference on Computer Science. (December)
  54. A. Yilmaz. 2007. Sensor Fusion in Computer Vision. In: IEEE GRSS/ISPRS Joint Workshop on Remote Sensing and Data Fusion over Urban Areas. Paris, France. (April)