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Scholarly Works

Raymond Ptucha
Assistant Professor

2016 Submissions

Published Conference Proceedings

Ptucha, Ray, et al. "Understanding the Semantics of Narratives of Interpersonal Violence through Reader Annotations and Physiological Reactions." Proceedings of the Computational Semantics Beyond Events and Roles. Ed. IEEE. Valencia, Spain: n.p., Print. «

Sah, Shagan, et al. "Semantic Text Summarization of Long Videos." Proceedings of the WACV. Ed. IEEE. Santa Rosa, CA: IEEE, Print. «

Bag, Suvam, Vishwas Venkatachalapathy, and Raymond Ptucha. "Motion Estimation Using Visual Odometry and Deep Learning Localization." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: IS&T, Print. «

Hssayeni, M., et al. "Distracted Driver Detection: Deep Learning vs Handcrafted Features." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: n.p., Print. «

Echefu, Sam, et al. "Milpet – The Self-driving Wheelchair." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: n.p., Print. «

Nooka, Sai, et al. "Adaptive Hierarchical Classification Networks." Proceedings of the ICPR. Ed. IEEE. Cancun, Mexico: n.p., Print. «

Dushkoff, Michael, Ryan McLaughlin, and Raymond Ptucha. "A Temporally Coherent Neural Algorithm for Artistic Style Transfer." Proceedings of the ICPR. Ed. IEEE. Cancun, Mexico: n.p., Print. «

Kulhare, Sourabh, et al. "Key Frame Extraction for Salient Activity Recognition." Proceedings of the ICPR. Ed. IEEE. Cancun, Mexico: n.p., Print. «

Oruganti, Ram, et al. "Image Description through Fusion Based Recurrent Multi-Modal Learning." Proceedings of the ICIP. Ed. IEEE. Phoenix, AZ: n.p., Print. «

Oak, Mayuresh, et al. "Generating Clinically Relevant Texts: A Case Study on Life-changing Events." Proceedings of the Proceedings of CLPysch Workshop, North American Chapter of the Association for Computational Linguistics- Human Language Technologies (NAACL-HLT). Ed. IEEE. San Diego, CA: n.p., Web. «

Dushkoff, Michael and Raymond Ptucha. "Adaptive Activation Functions for Deep Networks." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: n.p., Web. «

Chennupati, Sumanth, et al. "Hierarchical Decomposition of Large Deep Networks." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: n.p., Web. «

Rajanna, Arjun Raj, et al. "Prostate Cancer Detection Using Photoacoustic Imaging and Deep Learning." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: n.p., Web. «

Avery, Alex, et al. "Autonomous People Mover." Proceedings of the Proceedings of American Society for Engineering Education. Ed. ASEE. Ithaca, NY: n.p., Web. *

2015 Submissions

Published Conference Proceedings

Yousefhussien, Mohammed and Raymond Ptucha. "Flatbed Scanner Simulation to Analyze the Effect of Detector’s Size on Color Artifacts." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: n.p., 2015. Print. *

Wong, Adelia and Raymond Ptucha. "Localization Using Omnivision-based Manifold Particle Filters." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: n.p., 2015. Print. «

Schrading, Nicolas and Raymond Ptucha. "#WhyIStayed, #WhyILeft: Microblogging to Make Sense of Domestic Abuse." Proceedings of the NAACL. Ed. IEEE. Denver, CO: n.p., 2015. Print. «

Kumar, Himanshu and Raymond Ptucha. "GESTURE RECOGNITION USING ACTIVE BODY PARTS AND ACTIVE DIFFERENCE SIGNATURES." Proceedings of the ICIP. Ed. IEEE. Quebec City, Canada: n.p., 2015. Print. «

Rajanna, Arjun Raj and Raymond Ptucha. "Deep Neural Networks: A Case Study for Music Genre Classification." Proceedings of the ICMLA. Ed. IEEE. Miami, FL: n.p., 2015. Print. «

Schrading, Nicolas and Raymond Ptucha. "An Analysis of Domestic Abuse Discourse on Reddit." Proceedings of the EMNLP. Ed. IEEE. Lisbon, Portugal: n.p., 2015. Print. «

2014 Submissions

Journal Paper

Ptucha, R. and A. Savakis. "LGE-KSVD: Robust Sparse Representation Classification." IEEE Transactions on Image Processing 23. 4 (2014): 14. Print. «

Published Conference Proceedings

Savakis, A., R. Rudra, and R. Ptucha. "Gesture Control Using Active Difference Signatures and Sparse Learning." Proceedings of the International Conference on Pattern Recognition. Ed. . Stockholm, Sweden: n.p., 2014. Print. «

Ptucha, R., et al. "Automatic Image Assessment from Facial Attributes." Proceedings of the Electronic Imaging: Computational Imaging. Ed. SPIE. San Francisco, CA: n.p., 2014. Print. *

Merkel, C., D. Kudithipudi, and R. Ptucha. "Heterogeneous CMOS/Memristor Neural Networks for Real-time Target Classification." Proceedings of the SPIE Machine Intelligence and Bio-inspired Computation. Ed. SPIE. Washington, DC: n.p., 2014. Print. *

Invited Keynote/Presentation

Ptucha, R. "Machine Learning with Deep Belief Networks." Western New York Image and Signal Processing Workshop. IEEE. Rochester, NY. 7 Nov. 2014. Lecture.

Ptucha, R. "Machine Learning for Intelligent Behavior." IEEE Rochester Section Joint Chapters Meeting. IEEE. Rochester, NY. 7 Apr. 2014. Keynote Speech.

2013 Submissions

Journal Paper

Ptucha, Raymond and Andreas Savakis. "Manifold Based Sparse Representation for Facial Understanding in Natural Images." Image and Vision Computing 31. (2013): 365-378. Print. *

Book Chapter

Ptucha, Raymond and Andreas Savakis. "Facial Expression Recognition." IGI Global Encyclopedia of Information Science and Technology. : IGI, 2013. Print. *

Published Conference Proceedings

Hays, Phil, Raymond Ptucha, and Andreas Savakis. "Mobile Device to Cloud Co-processing of ASL Finger Spelling to Text Conversion." Proceedings of the Western NY Image Processing Workshop. Rochester, NY: IEEE Xplore, 2013. Web. «

Ptucha, Raymond, Sherif Azary, and Andreas Savakis. "Keypoint Matching and Image Registration Using Sparse Representations." Proceedings of the of International Conference on Image Processing. Ed. IEEE Xplore. Melbourne, AU: IEEE Xplore, 2013. Web. «

Bellmore, Colin, Raymond Ptucha, and Andreas Savakis. "Fusion of Depth and Color for an Improved Active Shape Model." Proceedings of the of International Conference on Image Processing. Ed. IEEE Xplore. Melbourne, AU: IEEE Xplore, 2013. Web. «

Ptucha, Raymond and Andreas Savakis. "LGE-KSVD: Flexible Dictionary Learning for Optimized Sparse Representation Classification." Proceedings of the Computer Vision and Pattern Recognition. Ed. IEEE Xplore. Portland, OR: IEEE Xplore, 2013. Web. «

Ptucha, Raymond and Andreas Savakis. "Joint Optimization of Manifold Learning and Sparse Representations." Proceedings of the Face and Gesture Recognition. Ed. IEEE Xplore. Shanghai, China: IEEE Xplore, 2013. Web. «

Shows/Exhibits/Installations

Ptucha, Raymond. Pervasive Intelligence Aided by Depth Sensors. By Andreas Savakis. 13 Apr. 2013. Harvard University, Boston. Exhibit. *

Invited Keynote/Presentation

Ptucha, Raymond. "Joint Optimization of Manifold Learning and Sparse Representations for Face and Gesture Analysis." Artificial Intelligence Seminar. Cornell University. Ithaca, NY. 12 Mar. 2013. Lecture. ∆