| Rohan Sarkar, Avinash Kak "Dual Pose-invariant Embeddings: Learning Category and Object-specific Discriminative Representations for Recognition and Retrieval" IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2024 |
| Fangda Li, Zhiqiang Hu, Wen Chen and Avinash Kak "A Laplacian Pyramid Based Generative H&E Stain Augmentation Network" IEEE Transactions on Medical Imaging (TMI), 2023. |
| Michael Gableman, Avinash Kak "Incorporating Season and Solar Specificity into Renderings made by a NeRF Architecture using Satellite Images" Accepted for publication in IEEE-PAMI, 2024. |
| Constantine J. Roros, Rahul Deshmukh, and Avinash Kak "Multi-Satellite Image Alignment Over Large Areas with Featureless Regions " To appear in The ISPRS Archives as the ASPRS 2023 Annual Conference Proceedings. |
| Ankit Manerikar, Avinash Kak "Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN Images" arXiv preprint arxiv:2303.05639, 2023. |
| Fangda Li, Zhiqiang Hu, Wen Chen, Avinash Kak "Adaptive Supervised PatchNCE Loss for Learning H&E-to-IHC Stain Translation with Inconsistent Groundtruth Image Pairs" 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2023. |
| Somrita Chattopadhyay, Avinash C. Kak "Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images" IEEE-JSTAR, Vol.15, pp. 3146-3167, 2022 |
| Bharath Comandur, Avinash C. Kak "Semantic Labeling of Large-Area Geographic Regions Using Multiview and Multidate Satellite Images and Noisy OSM Training Labels," IEEE-JSTAR, Vol.14, 2021 |
| Shivani Rao, Avinash C. Kak "Retrieval from software libraries for bug localization: A comparative study of generic and composite text models - A Retrospective," ACM SIGSOFT Software Engineering Notes, July 2021 |
| Ankit Manerikar, Fangda Li, Avinash C. Kak "DEBISim: A Simulation Pipeline for Dual Energy CT-Based Baggage Inspection Systems," Journal of X-ray Science and Technology, Vol. 29(2), 2021. |
| Shayan A. Akbar, Avinash C. Kak "A Large-scale Comparative Evaluation of IR-based Tools for Bug Localization," IEEE/ACM 17th International Conference on Mining Software Repositories, 2020. |
| Ankit Manerikar, Tanmay Prakash, and Avinash C. Kak. "Adaptive Target Recognition: A Case Study Involving Airport Baggage Screening." Anomaly Detection and Imaging with X-Rays (ADIX) V. Vol. 11404. International Society for Optics and Photonics, 2020. Presented at: SPIE Defense + Commercial Sensing Conference, 2020. |
| Fangda Li, Ankit Manerikar, Tanmay Prakash, Avinash C. Kak "A Splitting-Based Iterative Algorithm for GPU-Accelerated Statistical Dual-Energy X-Ray CT Reconstruction," IS & T Electronic Imaging: Computational Imaging XVIII Proceedings, IS & T, Springfield, VA, 2020. |
| Ankit Manerikar, Fangda Li, Avinash C. Kak "A Spectrum-Adaptive Decomposition Method for Effective Atomic Number Estimation using Dual Energy CT," IS & T Electronic Imaging: Computational Imaging XVIII Proceedings, IS & T, Springfield, VA, 2020. |
| Sonali Patil, Tanmay Prakash, Bharath Comandur, and Avinash Kak "A Comparative Evaluation of SGM Variants (including a New Variant, tMGM) for Dense Stereo Matching," arXiv:1911.09800, 2019. |
| Sonali Patil, Bharath Comandur, Tanmay Prakash, and Avinash C. Kak "A New Stereo Benchmarking Dataset for Satellite Images," arXiv:1907.04404, 2019. |
| Tommy Chang, Avinash C. Kak "Mining Concise Datasets for Testing Satellite-Data Based Land-Cover Classifiers Meant for Large Geographic Areas," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019. |
| Somrita Chattopadhyay, Constantine J. Roros, Avinash C. Kak "A Collaborative Algorithmic Framework to Track Objects and Events," IEEE 26th International Conference on Image Processing, Taipei, Taiwan, 2019. |
| Shayan A. Akbar, Avinash C. Kak "SCOR: Source COde Retrieval With Semantics and Order," IEEE 16th International Conference on Mining Software Repositories, Montr�al, QC, Canada, 2019. |
| Fangda Li, Ankit Manerikar, Avinash C. Kak "RMPD - A Recursive Mid-Point Displacement Algorithm for Path Planning," International Conference on Automated Planning and Scheduling (ICAPS), Delft, The Netherlands, 2018. |
| Tanmay Prakash, Avinash C. Kak "Active learning for designing detectors for infrequently occurring objects in wide-area satellite imagery," Computer Vision and Image Understanding, Volume 170, 2018, Pages 92-108. |
| Donghun Kim, Bharath Comandur, Henry Medeiros, Noha M. Elfiky, Avinash C. Kak "Multi-view face recognition from single RGBD models of the faces," Computer Vision and Image Understanding, Volume 160, 2017, Pages 114-132. |
| Bunyamin Sisman, Shayan A. Akbar and Avinash C. Kak, "Exploiting spatial code proximity and order for improved source code retrieval for bug localization," Journal of Software: Evolution and Process 29(1) (2017). |
| Henry Medeiros, Donghun Kim, Jianxin Sun, Hariharan Seshadri, Shayan Ali Akbar, Noha M. Elfiky, Johnny Park, "Modeling Dormant Fruit Trees for Agricultural Automation," Journal of Field Robotics, 2016 (accepted). |
| Shayan A. Akbar, Somrita Chattopadhyay, Noha M. El�?ky, and Avinash Kak, "A Novel Benchmark RGBD Dataset for Dormant Apple Trees and its Application to Automatic Pruning," IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Las Vegas, NV, USA, 2016. |
| Fangda Li, Somrita Chattopadhyay, Shayan A. Akbar, Noha M. El�?ky, and Avinash Kak, "A Novel Visualization Tool for Evaluating the Accuracy of 3D Sensing and Reconstruction Algorithms for Automatic Dormant Pruning Applications," IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Las Vegas, NV, USA, 2016. |
| Somrita Chattopadhyay, Shayan A. Akbar, Noha M. El�?ky, Henry Medeiros, and Avinash Kak, "Measuring and Modeling Apple Trees using Time-of-Flight Data for Automation of Dormant Pruning Applications," IEEE Winter Conference on Applications of Computer Vision (WACV), 2016, Lake Placid, NY, USA. |
| Shayan A. Akbar, Noha M. Elfiky, and Avinash Kak, "A Novel Framework for Modeling Dormant Apple Trees using Single Depth Image for Robotic Pruning Application," International Conference on Robotics and Automation (ICRA) 2016, Stockholm, Sweden. |
| Tommy Chang, Bharath Comandur, Johnny Park, and Avinash Kak, "A variance-based Bayesian framework for improving Land-Cover classification through wide-area learning from large geographic regions," Computer Vision and Image Understanding, Volume 147, June 2016, Pages 3–22. |
| Tanmay Prakash, Bharath Comandur, Tommy Chang, Noha Elfiky, and Avinash Kak, "A Generic Road-Following Framework for Detecting Markings and Objects in Satellite Imagery," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, October 2015. |
| Noha M. Elfiky, Shayan A. Akbar, Jianxin Sun, Johnny Park, and Avinash Kak, "Automation of Dormant Pruning in Specialty Crop Production: An Adaptive Framework for Automatic Reconstruction and Modeling of Apple Trees." CVPR Workshop on Perception Beyond the Visual Spectrum (PBVS), 2015. |
| Padmini Jaikumar and Avinash Kak "A graph-theoretic framework for isolating botnets in a network" Security and Communication Networks, 2015. |
| Shivani Rao, Henry Medeiros, and Avinash C. Kak, "Comparing Incremental Latent Semantic Analysis Algorithms for Efficient Retrieval from Software Libraries for Bug Localization," ACM SIGSOFT Software Engineering Notes 40(1): 1-8 (2015) |
| Girish Maskeri Rama and Avinash Kak "Some Structural Measures of API Usability" Softw., Pract. Exper. 45(1): 75-110 (2015) |
| Emily Hill, Bunyamin Sisman, and Avinash Kak, "Positional Proximity in IR-based Feature Location," IEEE CSMR-WCRE Conference, January 2014. |
| Kyuseo Han, Johnny Park, and Avinash C. Kak, "Tracking of Articulated Human Movements through Component-based Multiple Instance Learning with Particle Filtering," IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 847-853, 2014. |
| Khalil Ahmad Yousef, Johnny Park, and Avinash C. Kak, "Place Recognition and Self-Localization in Interior Hallways by Indoor Mobile Robots: A Signature-Based Cascaded Filtering Framework," IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Chicago, September 14-18, 2014. |
| Chad Aeschliman, Johnny Park, and Avinash C. Kak, "Tracking Vehicles Through Shadows and Occlusions in Wide-Area Aerial Video," IEEE Transactions on Aerospace and Electronic Systems, Vol. 50, No. 1, pp. 429-444, January 2014 |
| Paul J. Shin, Johnny Park, and Avinash C. Kak, "A Predictive Duty Cycle Adaptation Framework using Augmented Sensing for Wireless Camera Networks," ACM Transactions on Sensor Networks, Vol. 10, No. 2, Article 22, pp. 22:1-22:31, January 2014. |
| Shivani Rao, Henry Medeiros, and Avinash C. Kak, "Comparing Incremental Latent Semantic Analysis Algorithms for Efficient Retrieval from Software Libraries for Bug Localization," 2nd International Workshop on Software Mining, Palo Alto, California, Nov 11, 2013. |
| Girish Maskeri Rama and Avinash Kak, "Some Structural Measures of API Usability," Software – Practice and Experience (2013). |
| Shivani Rao, Henry Medeiros, and Avinash C. Kak, "An Incremental Update Framework for Efficient Retrieval from Software Libraries for Bug Localization," 20th Working Conference on Reverse Engineering (WCRE), Koblenz, Germany, Oct 14-17, 2013. |
| Donghun Kim, Johnny Park, and Avinash C. Kak, "Estimating Head Pose with an RGBD Sensor: A Comparison of Appearance-Based and Pose-Based Local Subspace Methods," IEEE International Conference on Image Processing, Sep. 15-18, 2013, Melbourne, Australia. |
| Kyuseo Han, Johnny Park, and Avinash C. Kak, "Tracking articulated movements with a component based approach to boosted multiple instance learning," IEEE International Conference on Image Processing, Sep. 15-18, 2013, Melbourne, Australia. |
| Gaurav Srivastava, Josiah A. Yoder, Johnny Park, Avinash C. Kak, "Using objective ground-truth labels created by multiple annotators for improved video classification: A comparative study," Computer Vision and Image Understanding, Volume 117, Pages, 1384–1399, (2013). |
| Hyukseong Kwon, Khalil M. Ahmad Yousef, Avinash C. Kak, "Building 3D visual maps of interior space with a new hierarchical sensor fusion architecture," Robotics and Autonomous Systems, Volume 61, Issue 8, Pages 749-767, August 2013. |
| Khalil M. Ahmad Yousef, Johnny Park, Avinash C. Kak, "An Approach-Path Independent Framework for Place Recognition and Mobile Robot Localization in Interior Hallways," 2013 IEEE International Conference on Robotics and Automation, Karlsruhe, Germany, May 6-10, 2013 |
| Bunyamin Sisman, Avinash C. Kak, "Assisting Code Search with Automatic Query Reformulation for Bug Localization," 10th IEEE Working Conference on Mining Software Repositories, May 2013, San Francisco, CA, USA |
| Bunyamin Sisman and Avinash Kak, "Incorporating version histories in Information Retrieval based bug localization," 9th IEEE Working Conference on Mining Software Repositories, May 2012, Zurich, Switzerland |
| Emily Hill, Shivani Rao and Avinash Kak, "On the Use of Stemming for Concern Location and Bug Localization in Java," 12th IEEE International Working Conference on Source Code Analysis and Manipulation 23-24 September 2012 - Riva del Garda, Trento, Italy |
| Kyuseo Han, Chad Aeschliman, Johnny Park, Avinash C. Kak, Hyukseong Kwon, and Daniel J. Pack, "UAV Vision: Feature Based Accurate Ground Target Localization Through Propagated Initializations and Interframe Homographies," 2012 IEEE International Conference on Robotics and Automation, RiverCentre, Saint Paul, Minnesota, USA, May 14-18, 2012 |
| Paul Shin, Henry Medeiros, Johnny Park, and Avinash Kak, "Predictive duty cycle adaptation for wireless camera networks," Distributed Smart Cameras (ICDSC), 2011 Fifth ACM/IEEE International Conference on , vol., no., pp.1-6, 22-25 Aug. 2011 |
| Shivani Rao, and Avinash C Kak, "Retrieval from software libraries for bug localization: a comparative study of generic and composite text models," Proceeding of the 8th working conference on Mining software repositories (MSR '11), ACM New York, NY, USA, pp 43-52, 2011 |
| Josiah Yoder, Henry Medeiros, Johnny Park, and Avinash C Kak, "Cluster-Based Distributed Face Tracking in Camera Networks," IEEE Transactions on Image Processing, vol. 19, no. 20, pp. 2551--2563, October 2010 |
| Chad Aeschliman, Johnny Park, and Avinash C. Kak, "A Probabilistic Framework for Joint Segmentation and Tracking," in IEEE Conference on Computer Vision and Pattern Recognition, 2010 |
| Chad Aeschliman, Johnny Park, and Avinash C. Kak, "A Novel Parameter Estimation Algorithm for the Multivariate t-Distribution and Its Application to Computer Vision," in European Conference on Computer Vision, 2010. |
| Henry Medeiros, German Holguin, Paul J. Shin, and Johnny Park, "Parallel Histogram-based Particle Filter for Object Tracking on SIMD-based Smart Cameras," in Computer Vision and Image Understanding, vol. 114, no. 11, pp. 1264-1272, November 2010. |
| Henry Medeiros and Johnny Park, "Cluster-Based Object Tracking by Wireless Camera Networks," (Book Chapter) Multi-Camera Networks: Concepts and Applications, Elsevier, Edited by Hamid Aghajan, and Andrea Cavallaro, 2009. |
| Gaurav Srivastava, Hidekazu Iwaki, Johnny Park, Avinash C Kak, "Distributed and Lightweight Multi-Camera Human Activity Classification," Third ACM/IEEE Conference on Distributed Smart Cameras, September 2009 |
| Youngrock Yoon, Akio Kosaka, Avinash C Kak, "A New Kalman-Filter-Based Framework for Fast and Accurate Visual Tracking of Rigid Objects," IEEE Transactions on Robotics, vol. 24, No. 5, October 2008 |
| Santonu Sarkar, Avinash C Kak, Girish Maskeri Rama, "Metrics for Measuring the Quality of Modularization of Large-Scale Object-Oriented Software," IEEE Transactions on Software Engineering, vol. 34, No. 5, September/October 2008 |
| Tommy Chang, Tsai Hong, Michael Shneier, German Holguin, Johnny Park, Roger Eastman, "Dynamic 6DOF Metrology for Evaluating a Visual Servoing System," NIST/ACM/IEEE Performance Metrics for Intelligent Systems Workshop, PerMIS2008, August 19-21, 2008. |
| Henry Medeiros, Xinting Gao, Richard Kleihorst, Johnny Park, and Avinash C. Kak, "A Parallel Implementation of the Color-Based Particle Filter for Object Tracking," ACM SenSys Workshop on Applications, Systems, and Algorithms for Image Sensing, 2008. |
| Henry Medeiros, Hidekazu Iwaki, and Johnny Park, "Online Distributed Calibration of a Large Network of Wireless Cameras Using Dynamic Clustering," Second ACM/IEEE International Conference on Distributed Smart Cameras, September 7-11, 2008. |
| Hidekazu Iwaki, Gaurav Srivastava, Akio Kosaka, Johnny Park, and Avinash Kak, "A Novel Evidence Accumulation Framework for Robust Multi Camera Person Detection," ACM/IEEE International Conference on Distributed Smart Cameras, 2008. |
| Paul J. Shin, Xinting Gao, Richard Kleihorst, Johnny Park, and Avinash C. Kak, "Efficient Implementations of Contour Extraction and Curvature Scale Space Representation on SIMD-based Smart Cameras," ACM/IEEE International Conference on Distributed Smart Cameras, 2008. |
| J. Park, and A. C. Kak, "3D Modeling of Optically Challenging Objects," IEEE Transactions on Visualization and Computer Graphics, vol. 14, no. 2, 2008. |
| H. Medeiros, J. Park, and A. C. Kak, "Distributed Object Tracking Using a Cluster-Based Kalman Filter in Wireless Camera Networks," in IEEE Journal of Selected Topics in Signal Processing, vol. 2, no. 4, pp. 448-463, August 2008. |
| H. Medeiros, J. Park, and A. C. Kak, "A Parallel Color-Based Particle Filter for Object Tracking," in the Fourth IEEE Workshop on Embedded Computer Vision (in conjunction with CVPR), June 23-28, 2008. |
| P. J. Shin, J. Park, and A. C. Kak, "A QoS Evaluation Testbed for MAC Protocols for Wireless Camera Networks," ACM/IEEE International Conference on Distributed Smart Cameras, 2007 |
| H. Medeiros, J. Park, and A. C. Kak, "A Light-weight Event-driven Protocol for Sensor Clustering in Wireless Camera Networks," First ACM/IEEE International Conference on Distributed Smart Cameras, September 25-28, 2007. |
| S. Sarkar, G. Rama, and A. C. Kak, "API-Based and Information-Theoretic Metrics for Measuring the Quality of Software Modularization," IEEE Transactions on Software Engineering, vol. 33, no. 1, pp. 14-32, January 2007. |
| H. Kwon, J. Park, and A. C. Kak, "A New Approach for Active Stereo Camera Calibration," in Proceedings of the International Conference on Robotics and Automation, 2007. |
| J. Park, P. C. Bhat, and A. C. Kak, "A Look-up Table Based Approach for Solving the Camera Selection Problem in Large Camera Networks," Workshop on Distributed Smart Cameras, in conjunction with ACM SenSys'06, 2006 |
| C. Pavlopoulou, and A. C. Kak, "Globally Optimal Interactive Boundary Extraction Using Markov Chain Modeling," CVPR Workshop on Perceptual Organization in Computer Vision, 2006 |
| A. Tabb, D. Peterson, and J. Park, "Segmentation of Apple Fruit from Video via Background Modeling," ASABE Annual International Meeting, 2006. |
| J. Park, A. Tabb, and A. C. Kak, "Hierarchical Data Structure for Real-Time Background Subtraction," in Proceedings of IEEE International Conference on Image Processing, 2006. |
| Y.-H Kim and A. C. Kak, "Error Analysis of Robust Optical Flow Estimation by Least Median of Squares Methods for the Varying Illumination Model," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 9, pp. 1418-1435, 2006. |
| Y. Yoon, J. Park, and A. C. Kak, "A Heterogeneous Distributed Visual Servoing System for Real-time Robotic Assembly Applications," in Proceedings of the International Conference on Robotics and Automation, 2006. |
| J. B. Park and A. C. Kak, "A New Color Representation for Non-White Illumination Conditions," Technical Report, TR-ECE-05-06, School of Electrical Engineering, Purdue University, June, 2005. |
| S. Sarkar, A. C. Kak, and N. S. Nagaraja, "Metrics for Analyzing Module Interactions in Large Software Systems," The 12th Asia-Pacific Software Engineering Conference (APSEC'05) |
| J. Gao, A. Kosaka and A. C. Kak, "A Multi-Kalman Filtering Approach for Video Tracking of Human-Delineated Objects in Cluttered Environments," Computer Vision and Image Understanding, vol. 99, no. 1, pp. 1-57, 2005. |
| Y.-H Kim, A. M. Martinez and A. C. Kak, "Robust Motion Estimation under Varying Illumination," Image and Vision Computing, vol. 23, no. 4, pp. 365-375, 2005. |
| H. Kwon, Y. Yoon, J. B. Park and A. C. Kak, "Person Tracking with a Mobile Robot using Two Uncalibrated Independently Moving Cameras," Proceedings of the 2005 IEEE International Conference on Robotics and Automation. |
| Y. Yoon, A. Kosaka, J. B. Park and A. C. Kak, "A New Approach to the Use of Edge Extremities for Model-based Object Tracking," Proceedings of the 2005 IEEE International Conference on Robotics and Automation. |
| P. Mittrapiyanuruk, G. N. DeSouza and A. C. Kak, "Accurate 3D Tracking of Rigid Objects with Occlusion Using Active Appearance Models," Proceedings of the IEEE Workshop on Motion and Video Computing, 2005. |
| Guilherme N. DeSouza and Avinash C. Kak, "A Subsumptive, Hierarchical, and Distributed Vision-Based Architecture for Smart Robotics," IEEE Transactions on Systems, Man, and Cybernetics -- Part B: Cybernetics, Vol. 34, pp. 1988-2002, October 2004. |
| Yuichi Motai and A. C. Kak, "An Interactive Framework for Acquiring Vision Models of 3D Objects from 2D Images," IEEE Transactions on Systems, Man, and Cybernetics, January 2004. |
| A. M. Martinez, P. Mittrapiyanuruk and A. C. Kak, "On Combining Graph-Partitioning with Non-Parametric Clustering for Image Segmentation," Computer Vision and Image Understanding, Vol. 95, No. 1, pp. 72-85, 2004. |
| J. Park and G. N. DeSouza, "3D Modeling of Real-World Objects Using Range and Intensity Images," (Book Chapter) Innovations in Machine Intelligence and Robot Perception, Edited by: S. Patnaik, L.C. Jain, G. Tzafestas and V. Bannore, ©Springer-Verlag. |
| P. Mittrapiyanuruk, G. N. DeSouza and A. C. Kak, "Calculating the 3D-Pose of Rigid Objects Using Active Appearance Models," in Proceedings of the Int. Conference in Robotics and Automation, 2004. |
| J. Park and A. C. Kak, "Multi-Peak Range Imaging for Accurate 3D Reconstruction of Specular Objects," Proceedings of the 6th Asian Conference on Computer Vision, January 2004. |
| J. Park and A. C. Kak, "Specularity Elimination in Range Sensing for Accurate 3D Modeling of Specular Objects," in The Second International Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT 2004), September 2004. |
| Y.-H Kim, A. M. Martinez and A. C. Kak, "A Local Approach for Robust Optical Flow Estimation under Varying Illumination," Proc. of the 19th ACM Symposium on Applied Computing, Cyprus, pp. 21-28, 2004. |
| Alex M. Aisen, Lynn S. Broderick, Helen Winter-Muram, Carla E. Brodley, A. C. Kak, Christina Pavlopoulou, Jennifer Dy, Chi-Ren Shyu, and Alan Marchiori, "Automated Storage and Retrieval of Thin-Section CT Images to Assist Diagnosis: System Description and Preliminary Assessment," Radiology, Volume 228, Number 1, pp. 265-270, July 2003. |
| Jennifer Dy, Carla Brodley, A. C. Kak, Lynn Broderick, and Alex Aisen, "Unsupervised Feature Selection Applied to Content-Based Retrieval of Lung Images," IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 373-378, March 2003. |
| Y. Yoon, G. N. DeSouza and A. C. Kak, "Real-time Tracking and Pose Estimation for Industrial Objects using Geometric Features," in Proceedings of the Int. Conference in Robotics and Automation, Taiwan, 2003. |
| J. B. Park and A. C. Kak, "A Truncated Least Squares Approach to the Detection of Specular Highlights in Color Images," IEEE International Conference on Robotics and Automations, 2003. |
| C. Pavlopoulou, A. C. Kak and C. Brodley, "Application of Semi-supervised and Active Learning to Interactive Contour Delineation," in Proceedings ICML-EDDS Workshop on the Continuum from Labeled Data to Unlabeled Data, Washington DC, 2003. |
| C. Pavlopoulou, A. C. Kak and C. Brodley, "Content-based Image Retrieval for Medical Imagery," in Proceedings SPIE Medical Imaging: PACS and Integrated Medical Information Systems, San Diego CA, 2003. |
| Chi-Ren Shyu, Christina Pavlopoulou, A. C. Kak, Carla E. Brodley, and Lynn S. Broderick, "Using Human Perceptual Categories for Content-Based Retrieval from a Medical Image Database," Computer Vision and Image Understanding, Vol. 88, Number 3, pp. 119-151, December 2002. |
| Sean D. MacArthur, Carla E. Brodley, A. C. Kak, and Lynn Broderick, "Interactive Content-Based Retrieval using Relevance Feedback," Computer Vision and Image Understanding, Vol. 88, Number 2, pp. 55-75, November 2002. |
| Guilherme DeSouza and A. C. Kak, "Vision for Mobile Robot Navigation: A Survey," IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 237-267, February 2002. |
| A. C. Kak and G. N. DeSouza, "Robotic Vision: What Happened to the Visions of Yesterday?," invited paper in Proceedings of the 2002 Int. Conference in Pattern Recognition, Quebec, Canada, August 2002. |
| G. N. DeSouza, A. Jones and A. C. Kak, "A World-Independent Approach for the Calibration of Mobile Robotics Active Stereo Head," in Proceedings of the 2002 Int. Conference on Robotics and Automation, Washington D.C., May 2002. |
| A. M. Martinez, R. B. Wilbur, R. Shay and A. C. Kak, "Purdue ASL Database for the Recognition of American Sign Language," Proceedings of IEEE International Conference on Multimodal Interfaces (ICMI), 2002. |
| A. Martinez and A. C. Kak, "PCA versus LDA," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 23, No. 2,pp. 228-233, February 2001. |
| A. Jones, G. N. DeSouza, and A. C. Kak, "A Multi-Processing Software Infrastructure for Robotics," Proceedings of the IEEE International Conference on Robotics and Automation, Seoul, May 2001. |
| R. Hirsh, G. N. DeSouza, and A. C. Kak, "An Iterative Approach to the Hand-Eye and Base-World Calibration Problem," Proceedings of the IEEE International Conference on Robotics and Automation, Seoul, May 2001. |
| J. Park, G. N. DeSouza, and A. C. Kak, "Dual-Beam Structured-Light Scanning for 3-D Object Modeling," Proceedings of the Third International Conference on 3D Digital Imaging and Modeling, June 2001. |
| C. Pavlopoulou, A. C. Kak and C. Brodley, "An Interactive Framework for Boundary Delineation for Medical CBIR," in Proceedings IEEE Workshop on Content-Based Access of Image and Video Databases, Hawaii, 2001. |
| A.Marchiori, C. Brodley, L. Broderick, J. Dy, C. Pavlopoulou, A. C. Kak and A. Aisen, "CBIR for Medical Images - An Evaluation Trial," in Proceedings IEEE Workshop on Content-Based Access of Image and Video Databases, Hawaii, 2001. |
| G. N. DeSouza, A. C. Kak, Reply to "Comments on 'FuzzyShell: a large-scale expert system shell using fuzzy logic for uncertainty reasoning," IEEE Transactions on Fuzzy Systems, vol. 8, no. 6, pp. 817-21, Dec. 2000. |
| A. C. Kak and C. Pavlopoulou, "Computer Vision Techniques for Content-Based Retrieval from Large Medical Image Databases," Proceedings of the IAPR Workshop on Machine Vision Applications, Tokyo, 2000. |
| S. D. MacArthur, C. E. Brodley and C. Shyu, "Relevance Feedback Decision Trees in Content-Based Image Retrieval," in Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries, Hilton Head, SC, June 2000. |
| C. R. Shyu, A. C. Kak, C. Brodley, C. Pavlopoulou, M. F. Chyan and L. Broderick, "A web-based CBIR-assisted learning tool for radiology education," in Proceedings IEEE Conference on Multimedia and Expo, 2000. |
| C. R. Shyu, C. E. Brodley, A. C. Kak, A. Kosaka, A. M. Aisen, and L. S. Broderick, "ASSERT: A Physician-in-the-loop Content-Based Image Retrieval System for HRCT Image Databases," Computer Vision and Image Understanding (Special Issue on Content-Based Retrieval from Image Databases), pp. 111-131, 1999. |
| J. G. Dy, C. E. Brodley, A. C. Kak, C. Shyu, and L. Broderick, "The Customized-Queries Approach to CBIR using EM," Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Fort Collins, CO, June 1999. |
| C. Shyu, A. C. Kak, C. E. Brodley, and L. Broderick, "Testing for Human Perceptual Categories in a Physician-in-the-Loop CBIR system for Medical Imagery," Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries, Fort Collins, pp. 102-108, June 1999. |
| J. Gao, A. Kosaka, and K. Rahardja, "Color Image Segmentation Editor based on the Integration of Edge-Linking, Region Labeling and Deformable Model," IEEE International Conference on Systems, Man and Cybernetics, Tokyo, October 1999. |
| J. Gao, A. Kosaka, and A. C. Kak, "Interactive Color Image Segmentation Editor Driven by Active Contour Model," IEEE International Conference on Image Processing, Kobe, Japan, October 1999. |
| A. Kosaka and A. C. Kak, "Stereo Vision for Industrial Applications," Handbook of Industrial Robotics, Second Edition, Edited by Shimon Y. Nof, John Wiley & Sons, Inc., 1999. |
| J. Pan, G. N. DeSouza, and A. C. Kak, "FuzzyShell: A Large-Scale Expert System Shell using Fuzzy Logic for Uncertainty Reasoning," IEEE Transactions on Fuzzy Systems, pp. 563-581, November 1998. |
| A. Ohya, A. Kosaka, and A. C. Kak, "Vision-Based Navigation by Mobile Robots with Obstacle Avoidance by Single-Camera Vision and Ultrasonic Sensing," IEEE Transactions on Robotics and Automation, December 1998. |
| C. R. Shyu, C. E. Brodley, A. C. Kak, A. Kosaka, A. Aisen, and L. Broderick, "Local versus Global Features for Content-Based Image Retrieval," Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries, Santa Barbara, June 1998. |
| J. Gao, A. Kosaka, and A. C. Kak, "A Deformable Model for Human Organ Extraction," IEEE International Conference on Image Processing, Chicago, October 1998. |
| C. P. Tung and A. C. Kak, "Fast Construction of Force-Closure Grasps," IEEE Transactions on Robotics and Automation, pp. 615-626, Vol. 12, Number 4, August 1996. |
| C. P. Tung and A. C. Kak, "Integrating Sensing, Task Planning, and Execution for Robotic Assembly," IEEE Transactions on Robotics and Automation, pp. 187-201, Vol. 12, Number 2, April 1996. |
| H. Kang and A. C. Kak, "Deforming Virtual Objects Interactively in Accordance with an Elastic Model," Computer Aided Design, Vol. 28, No. 4, pp. 251-262, April 1996. |
| A. C. Kak and A. Kosaka, "Multisensor Fusion for Sensory Intelligence in Robotics," Proceedings of the Workshop on the Foundations of Information/Decision Fusion and Applications to Engineering Problems," (INVITED TALK) Sponsored jointly by Department of Energy, Office of Naval Research, and National Science Foundation, August 7-9, 1996, Washington DC. |
| K. Rahardja and A. Kosaka, "Vision-based Bin-Picking: Recognition and Localization of Multiple Complex Objects using Simple Visual Cues," IEEE/RSJ International Conference on Intelligent Robots and Systems, Osaka, Japan, November, 1996. |
| Lynne Grewe and A. C. Kak, "Interactive Learning of a Multi-Attribute Hash Table Classifier for Fast Object Recognition," Computer Vision and Image Understanding, pp. 387-416, Vol. 61, No. 3, 1995. |
| A. C. Kak, "An Image Understanding Architecture for RADIUS Imagery," DARPA RADIUS Development Workshop, Palo Alto, March 1995. |
| A. C. Kak and J. L. Edwards, "Experimental State of the Art in 3D Object Recognition and Localization using Range Data," Proceedings of the IEEE Workshop on Vision for Robots, Pittsburgh, PA., pp. 45-54, 1995. |
| J. Pan, D. J. Pack, and A. C. Kak, "Fuzzy-Nav: A Vision-Based Robot Navigation Architecture using Fuzzy Inference for Uncertainty Reasoning," Proceedings of the World Congress on Neural Networks, Vol. 2, pp. 602-607, July 17-21, Washington DC, 1995. |
| J. Pan and A. C. Kak, "Design of a Large-Scale Expert System using Fuzzy Logic for Uncertainty Reasoning," Proceedings of the World Congress on Neural Networks, Vol. 2, pp. 703-708, July 17-21, Washington DC, 1995. |
| A. Kosaka and J. Pan, "Purdue Experiments in Model-based Vision for Hallway Navigation," Proceedings of Workshop on Vision for Robots in IROS'95, pp.87-96, 1995. |
| D. J. Pack and H. Kang, "An Omnidirectional Gait Control Using a Graph Search Method for a Quadruped Walking Robot," in the Proceedings of the 1995 IEEE International Conference on Robotics and Automation, 1995. Nagoya, Japan. |
| S. N. Gottschlich and A. C. Kak, "AMP-CAD: Automatic Assembly Motion Planning using CAD Models of Parts," Robotics and Autonomous Systems, pp. 245-289, Vol. 13, 1994. |
| L. Grewe and A. C. Kak, "Stereo Vision," Handbook of Pattern Recognition and Image Processing: Computer Vision, Academics Press, Inc., 1994. |
| L. Grewe and A. C. Kak, "Interactive Learning of Multiple Attribute Hash Table for Fast 3D Object Recognition," Proceedings of the Second IEEE CAD-Based Vision Workshop, Champion, PA, pp. 17-27, February 1994. |
| C. P. Tung and A. C. Kak, "Integrating Sensing, Task Planning and Execution," Proceedings of the IEEE International Conference on Robotics and Automation, San Diego, May 1994. |
| Sarah Wang, Robert Cromwell, Avi Kak, Ichiro Kimura, and Michiharu Osada, "Model-Based Vision for Robotic Manipulation of Twisted Tubular Parts: Using Affine Transforms and Heuristic Search," Proceedings of the IEEE International Conference on Robotics and Automation, San Diego, May 1994. |
| Daniel Pack and A. C. Kak, "A Simplified Forward Gait Control for a Quadruped Walking Robot," Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, Munich, Germany, September 1994. |
| C. P. Tung and A. C. Kak, "Automatic Learning of Assembly Tasks using a Dataglove System," Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Pittsburgh, PA., pp. 1-8, 1994. |
| P. Kersten and A. C. Kak, "A Tutorial on Using Lisp Object Oriented Programming for Blackboard Computation (Solving the Radar Tracking Problem)," The International Journal of Intelligent Systems, pp. 617-669, Vol. 8, No. 5, June 1993. |
| P. Kersten and A. C. Kak, "A Tutorial on Using Lisp Object Oriented Programming for Blackboard Computation (Solving the Radar Tracking Problem)," Technical Report, TR-EE 93-24, School of Electrical Engineering, Purdue University, July 1993. |
| M. Meng and A. C. Kak, "Mobile Robot Navigation using Neural Networks and Nonmetrical Environment Models," IEEE Control Systems, pp. 30-39, October 1993. |
| M. Meng and A. C. Kak, "NEURO-NAV: A Neural Network Based Architecture for Vision-Guided Mobile Robot Navigation Using Non-Metrical Models of the Environment," Proceedings of the IEEE International Conference on Robotics and Automation, Atlanta, 1993. |
| A. Kosaka, M. Meng, and A. C. Kak, "Vision-Guided Mobile Robot Navigation Using Retroactive Updating of Position Uncertainty," Proceedings of the IEEE International Conference on Robotics and Automation, Atlanta, 1993. |
| A. C. Kak, "Model-Based Vision for Mobile Robot Navigation Using Metrical and Non-Metrical Models of Environment," 1993 SPIE Conference on the Applications of Artificial Intelligence, Orlando, April 1993. |
| L. Grewe and A. C. Kak, "Integration of Geometric and Non-Geometric Attributes for Fast Object Recognition," 1993 SPIE Conference on the Applications of Artificial Intelligence, Orlando, April 1993. |
| A. Kosaka and A. C. Kak, "Fast Vision-Guided Mobile Robot Navigation using Model-Based Reasoning and Prediction of Uncertainties," (Invited Paper) Computer Vision, Graphics, and Image Processing -- Image Understanding, pp. 271-329, November 1992. |
| A. Kosaka and A. C. Kak, "Fast Vision-Guided Mobile Robot Navigation Using Model-Based Reasoning and Prediction of Uncertainties," Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, Raliegh, 1992. |
| M. Meng and A. C. Kak, "Fast Vision-Guided Mobile Robot Navigation using Neural Networks," Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 1992. |
| A. Kosaka and A. C. Kak, "Fast Vision-Guided Mobile Robot Navigation Using Model-Based Reasoning and Prediction of Uncertainties," Working Notes of the AAAI Spring Symposium on Control of Selective Perception, Stanford University, March 25-27, 1992. |
| A. C. Kak, "Why AI Tools are Indispensable to Witch's Brew for Smart Robotics," Fourth IEEE International Conference on Tools with Artificial Intelligence, November 1992, Arlington, VA. |
| Akio Kosaka and A. C. Kak, "Data-Fusion and Perception Planning for Indoor Mobile Robot Navigation," Proceedings of the Second International Symposium on Measurement and Control in Robotics, Tsukuba Science City, Japan, November 1992. |
| A. J. Vayda and A. C. Kak, "A Robot Vision System for Recognition of Generic Shaped Objects," Computer Vision, Graphics, and Image Processing -- Image Understanding, pp. 1-46, Vol. 54, No. 1, 1991. |
| W. Y. Kim and A. C. Kak, "3D Object Recognition Using Bipartite Matching Embedded in Discrete Relaxation," IEEE Transactions Pattern Analysis and Machine Intelligence, pp. 224 - 251, Vol. 13, No. 3, 1991. |
| S. N. Gottschlich and A. C. Kak, "Motion Planning for Assembly Mating Operations," Proc. IEEE International Conference on Robotics and Automation, 1991. |
| S. N. Gottschlich and A. C. Kak, "Dealing with Uncertainties in CAD-Based Assembly Motion Planning," Proceedings of the Conference of the American Association for Artificial Intelligence (AAAI'91), Anaheim, CA, 1991. |
| R. L. Cromwell and A. C. Kak, "Automatic Generation of Object Class Descriptions using Symbolic Learning Techniques," Proceedings of the Conference of the American Association for Artificial Intelligence (AAAI'91), Anaheim, CA, 1991. |
| A. J. Vayda and A. C. Kak, "A Robot Vision System for Recognition of Generic Shaped Objects," Proceedings of IEEE Workshop on Directions in Automated CAD-Based Vision, 1991. |
| S. G. Blask and A. C. Kak, "An Assessment of PSEIKI for CAD-Based Vision," Proceedings of the 29th Annual Allerton Conference on Communication, Control, and Computing, University of Illinois Press, Urbana-Champaign, October 1991. |
| M. S. Carroll, M. Meng, and W. K. Cadwallender, "Fusion of Ultrasonic and Infrared Signatures for Personnel Detection by a Mobile Robot," Proceedings of SPIE International Symposium on Intelligent Robotic Systems, Vol. 1611, pp. 619-629, 1991. |
| A. C. Kak, "On the Sensory Aspects of Robotic Intelligence," Working Notes of the AAAI Fall Symposium on Sensory Aspects of Robotic Intelligence, Asilomar Conference Center, November 15-17, 1991. |
| S. A. Hutchinson and A. C. Kak, "SPAR: A Planner that Satisfies Operational and Geometric Goals in Uncertain Environments," Artificial Intelligence Magazine, pp. 30 - 61, Vol. 11, No. 1, 1990. |
| R. J. Safranek, S. N. Gottschlich and A. C. Kak, "Evidence Accumulation Using Binary Frames of Discernment for Verification Vision," IEEE Transactions on Robotics and Automation, pp. 405 - 417, August 1990. |
| S. A. Hutchinson and A. C. Kak, "Extending the Classical AI Planning Paradigm to Robotic Assembly Planning," Proc. IEEE International Conference on Robotics and Automation, 1990. |
| A. J. Vayda and A. C. Kak, "Geometric Reasoning for Pose and Size Estimation of Generic Shaped Objects," Proc. IEEE International Conference on Robotics and Automation, pp. 782-789, 1990. |
| A. C. Kak, A. J. Vayda, K. D. Smith, and C. H. Chen, "Recognition Strategies for 3-D Objects in Occluded Environments," Traditional and Nontraditional Robotic Sensors, T. C. Henderson, Ed., NATO Advanced Study Workshop Series F, Springer-Verlag, Berlin, 1990. |
| S. N. Gottschlich and A. C. Kak, "Assembly Knowledge Representation for Assembly Motion Planning and Execution," Proceedings of the 5th IEEE International Symposium on Intelligent Control, pp. 948 - 956, 1990. |
| A. C. Kak, "Model-Driven Vision for Object Recognition and Mobile-Robot Navigation," First International Conference on Automation, Robotics, and Computer Vision, Singapore, September 1990 |
| S. N. Gottschlich and A. C. Kak, "A Dynamic Approach to High-Precision Parts Mating," IEEE Transactions on Systems, Man, and Cybernetics, Vol 19, No. 4, 1989 |
| C. H. Chen and A. C. Kak, "A Robot Vision System for Recognizing 3-D Objects in Low-Order Polynomial Time," IEEE Transactions on Systems, Man, and Cybernetics, pp 1535-1563, Vol. 19, No. 6, 1989. |
| A. C. Kak, A. J. Vayda, R. L. Cromwell, W. Y. Kim, and C. H. Chen, "Knowledge-Based Robotics," International Journal of Production Research, pp. 707-734, Vol. 26, No. 5, 1988. |
| C. H. Chen and A. C. Kak, "Modeling and Calibration of a Structured Light Scanner for 3-D Robot Vision," IEEE International Conference on Robotics and Automation, pp 807-815, 1987. |
| A. C. Kak, K. L. Boyer, C. H. Chen, R. J. Safranek, and H. S. Yang, "A Knowledge-Based Robotic Assembly Cell," IEEE Expert, pp. 63-83, Spring 1986. |
| H. S. Yang and A. C. Kak, "Determination of the Identity, Position and Orientation of the Topmost Object in a Pile," Computer Vision, Graphics, and Image Processing, pp 229-255, 1986. |
| B. A. Roberts and A. C. Kak, "Reflection Mode Diffraction Tomography," Ultrasonic Imaging,. vol. 7, pp. 300-320, 1985 |
| A. H. Andersen, Avinash C Kak, "Simultaneous Algebraic Reconstruction Technique (SART): A Superior Implementation of the Art Algorithm," Ultrasonic Imaging,. vol. 6, pp. 81-94, Jan 1984 |