Avinash C. Kak

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 38

Top Venues

CoRR

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Comput. Vis. Image Underst.

CVPR Workshops

Publications

Michael Gableman, Avinash C. Kak
Incorporating Season and Solar Specificity Into Renderings Made by a NeRF Architecture Using Satellite Images. IEEE Trans. Pattern Anal. Mach. Intell. 46 (6) (2024)
Rohan Sarkar, Avinash C. Kak
Learning State-Invariant Representations of Objects from Image Collections with State, Pose, and Viewpoint Changes. CoRR (2024)
Fangda Li, Zhiqiang Hu, Wen Chen, Avinash C. Kak
A Laplacian Pyramid Based Generative H&E Stain Augmentation Network. IEEE Trans. Medical Imaging 43 (2) (2024)
Rohan Sarkar, Avinash C. Kak
Dual Pose-invariant Embeddings: Learning Category and Object-specific Discriminative Representations for Recognition and Retrieval. CoRR (2024)
Fangda Li, Zhiqiang Hu, Wen Chen, Avinash C. Kak
A Laplacian Pyramid Based Generative H&E Stain Augmentation Network. CoRR (2023)
Michael Gableman, Avinash C. Kak
Incorporating Season and Solar Specificity into Renderings made by a NeRF Architecture using Satellite Images. CoRR (2023)
Fangda Li, Zhiqiang Hu, Wen Chen, Avinash C. Kak
Adaptive Supervised PatchNCE Loss for Learning H&E-to-IHC Stain Translation with Inconsistent Groundtruth Image Pairs. CoRR (2023)
Rahul Deshmukh, Constantine J. Roros, Amith Kashyap, Avinash C. Kak
An Aligned Multi-Temporal Multi-Resolution Satellite Image Dataset for Change Detection Research. CoRR (2023)
Ankit Manerikar, Avinash C. Kak
Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN Images. CoRR (2023)
Fangda Li, Zhiqiang Hu, Wen Chen, Avinash C. Kak
Adaptive Supervised PatchNCE Loss for Learning H&E-to-IHC Stain Translation with Inconsistent Groundtruth Image Pairs. MICCAI (6) (2023)
Constantine J. Roros, Avinash C. Kak
maskGRU: Tracking Small Objects in the Presence of Large Background Motions. CoRR (2022)
Somrita Chattopadhyay, Avinash C. Kak
Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
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 Softw. Eng. Notes 46 (3) (2021)
Bharath Comandur, Avinash C. Kak
Semantic Labeling of Large-Area Geographic Regions Using Multiview and Multidate Satellite Images and Noisy OSM Training Labels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Somrita Chattopadhyay, Avinash C. Kak
Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images. CoRR (2021)
Rohan Sarkar, Avinash C. Kak
CheckSoft : A Scalable Event-Driven Software Architecture for Keeping Track of People and Things in People-Centric Spaces. CoRR (2021)
Fangda Li, Ankit V. Manerikar, Tanmay Prakash, Avinash C. Kak
A Splitting-Based Iterative Algorithm for GPU-Accelerated Statistical Dual-Energy X-Ray CT Reconstruction. Computational Imaging (2020)
Shayan A. Akbar, Avinash C. Kak
A Large-Scale Comparative Evaluation of IR-Based Tools for Bug Localization. MSR (2020)
Bharath Comandur, Avinash C. Kak
Semantic Labeling of Large-Area Geographic Regions Using Multi-View and Multi-Date Satellite Images, and Noisy OSM Training Labels. CoRR (2020)
Ankit Manerikar, Fangda Li, Avinash C. Kak
A Spectrum-Adaptive Decomposition Method for Effective Atomic Number Estimation Using Dual Energy CT. Computational Imaging (2020)
David Niblick, Avinash C. Kak
Homography Estimation with Convolutional Neural Networks Under Conditions of Variance. CoRR (2020)
Sonali Patil, Tanmay Prakash, Bharath Comandur, Avinash C. Kak
A Comparative Evaluation of SGM Variants (including a New Variant, tMGM) for Dense Stereo Matching. CoRR (2019)
Tommy Chang, Avinash C. Kak
Mining Concise Datasets for Testing Satellite-Data-Based Land-Cover Classifiers Meant for Large Geographic Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (9) (2019)
Fangda Li, Ankit V. Manerikar, Tanmay Prakash, Avinash C. Kak
A Splitting-Based Iterative Algorithm for GPU-Accelerated Statistical Dual-Energy X-Ray CT Reconstruction. CoRR (2019)
Somrita Chattopadhyay, Constantine J. Roros, Avinash C. Kak
A Collaborative Algorithmic Framework to Track Objects And Events. ICIP (2019)
Sonali Patil, Bharath Comandur, Tanmay Prakash, Avinash C. Kak
A New Stereo Benchmarking Dataset for Satellite Images. CoRR (2019)
Shayan A. Akbar, Avinash C. Kak
SCOR: source code retrieval with semantics and order. MSR (2019)
Ankit V. Manerikar, Tanmay Prakash, Avinash C. Kak
Adaptive Target Recognition: A Case Study Involving Airport Baggage Screening. CoRR (2018)
Fangda Li, Ankit V. Manerikar, Avinash C. Kak
RMPD - A Recursive Mid-Point Displacement Algorithm for Path Planning. ICAPS (2018)
Tanmay Prakash, Avinash C. Kak
Active learning for designing detectors for infrequently occurring objects in wide-area satellite imagery. Comput. Vis. Image Underst. 170 (2018)
Donghun Kim, Bharath Comandur, Henry Medeiros, Noha M. Elfiky, Avinash C. Kak
Multi-view face recognition from single RGBD models of the faces. Comput. Vis. Image Underst. 160 (2017)
Fangda Li, Avinash C. Kak
RMPD - A Recursive Mid-Point Displacement Algorithm for Path Planning. CoRR (2017)
Bunyamin Sisman, Shayan A. Akbar, Avinash C. Kak
Exploiting spatial code proximity and order for improved source code retrieval for bug localization. J. Softw. Evol. Process. 29 (1) (2017)
Tommy Chang, Bharath Comandur, Johnny Park, Avinash C. Kak
A variance-based Bayesian framework for improving Land-Cover classification through wide-area learning from large geographic regions. Comput. Vis. Image Underst. 147 (2016)
Shayan A. Akbar, Somrita Chattopadhyay, Noha M. Elfiky, Avinash C. Kak
A Novel Benchmark RGBD Dataset for Dormant Apple Trees and Its Application to Automatic Pruning. CVPR Workshops (2016)
Fangda Li, Somrita Chattopadhyay, Shayan A. Akbar, Noha M. Elfiky, Avinash C. Kak
A Novel Visualization Tool for Evaluating the Accuracy of 3D Sensing and Reconstruction Algorithms for Automatic Dormant Pruning Applications. CVPR Workshops (2016)
Shayan A. Akbar, Noha M. Elfiky, Avinash C. Kak
A novel framework for modeling dormant apple trees using single depth image for robotic pruning application. ICRA (2016)
Somrita Chattopadhyay, Shayan A. Akbar, Noha M. Elfiky, Henry Medeiros, Avinash C. Kak
Measuring and modeling apple trees using time-of-flight data for automation of dormant pruning applications. WACV (2016)
Girish Maskeri Rama, Avinash C. Kak
Some structural measures of API usability. Softw. Pract. Exp. 45 (1) (2015)
Tanmay Prakash, Bharath Comandur, Tommy Chang, Noha M. Elfiky, Avinash C. Kak
A Generic Road-Following Framework for Detecting Markings and Objects in Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (10) (2015)
Shivani Rao, Henry Medeiros, Avinash C. Kak
Comparing Incremental Latent Semantic Analysis Algorithms for Efficient Retrieval from Software Libraries for Bug Localization. ACM SIGSOFT Softw. Eng. Notes 40 (1) (2015)
Padmini Jaikumar, Avinash C. Kak
A graph-theoretic framework for isolating botnets in a network. Secur. Commun. Networks 8 (16) (2015)
Noha M. Elfiky, Shayan A. Akbar, Jianxin Sun, Johnny Park, Avinash C. Kak
Automation of dormant pruning in specialty crop production: An adaptive framework for automatic reconstruction and modeling of apple trees. CVPR Workshops (2015)
Paul J. Shin, Johnny Park, Avinash C. Kak
A predictive duty cycle adaptation framework using augmented sensing for wireless camera networks. ACM Trans. Sens. Networks 10 (2) (2014)
Chad Aeschliman, Johnny Park, Avinash C. Kak
Tracking Vehicles Through Shadows and Occlusions in Wide-Area Aerial Video. IEEE Trans. Aerosp. Electron. Syst. 50 (1) (2014)
Khalil Mustafa Ahmad Yousef, Johnny Park, Avinash C. Kak
Place recognition and self-localization in interior hallways by indoor mobile robots: A signature-based cascaded filtering framework. IROS (2014)
Kyuseo Han, Johnny Park, Avinash C. Kak
Robust tracking of articulated human movements through Component-Based Multiple Instance Learning with particle filtering. WACV (2014)
Emily Hill, Bunyamin Sisman, Avinash C. Kak
On the use of positional proximity in IR-based feature location. CSMR-WCRE (2014)
Hyukseong Kwon, Khalil Mustafa Ahmad Yousef, Avinash C. Kak
Building 3D visual maps of interior space with a new hierarchical sensor fusion architecture. Robotics Auton. Syst. 61 (8) (2013)
Bunyamin Sisman, Avinash C. Kak
Assisting code search with automatic query reformulation for bug localization. MSR (2013)
Donghun Kim, Johnny Park, Avinash C. Kak
Estimating head pose with an RGBD sensor: A comparison of appearance-based and pose-based local subspace methods. ICIP (2013)
Khalil Mustafa Ahmad Yousef, Johnny Park, Avinash C. Kak
An approach-path independent framework for place recognition and mobile robot localization in interior hallways. ICRA (2013)
Kyuseo Han, Johnny Park, Avinash C. Kak
Tracking articulated human movements witha component based approach to boosted multiple instance learning. ICIP (2013)
Avinash C. Kak, K. M. Andress, C. Lopez-Abadia, Mark Carroll, J. R. Lewis
Hierarchical Evidence Accumulation in the Pseiki System and Experiments in Model-Driven Mobile Robot Navigation CoRR (2013)
Shivani Rao, Henry Medeiros, Avinash C. Kak
An incremental update framework for efficient retrieval from software libraries for bug localization. WCRE (2013)
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. Comput. Vis. Image Underst. 117 (10) (2013)
Bunyamin Sisman, Avinash C. Kak
Incorporating version histories in Information Retrieval based bug localization. MSR (2012)
Emily Hill, Shivani Rao, Avinash C. Kak
On the Use of Stemming for Concern Location and Bug Localization in Java. SCAM (2012)
Kyuseo Han, Chad Aeschliman, Johnny Park, Avinash C. Kak, Hyukseong Kwon, Daniel J. Pack
UAV vision: Feature based accurate ground target localization through propagated initializations and interframe homographies. ICRA (2012)
Paul J. Shin, Henry Medeiros, Johnny Park, Avinash C. Kak
Predictive duty cycle adaptation for wireless camera networks. ICDSC (2011)
Shivani Rao, Avinash C. Kak
Retrieval from software libraries for bug localization: a comparative study of generic and composite text models. MSR (2011)
Chad Aeschliman, Johnny Park, Avinash C. Kak
A probabilistic framework for joint segmentation and tracking. CVPR (2010)
Josiah A. Yoder, Henry Medeiros, Johnny Park, Avinash C. Kak
Cluster-Based Distributed Face Tracking in Camera Networks. IEEE Trans. Image Process. 19 (10) (2010)
Chad Aeschliman, Johnny Park, Avinash C. Kak
A Novel Parameter Estimation Algorithm for the Multivariate t-Distribution and Its Application to Computer Vision. ECCV (2) (2010)
Gaurav Srivastava, Hidekazu Iwaki, Johnny Park, Avinash C. Kak
Distributed and lightweight multi-camera human activity classification. ICDSC (2009)
Johnny Park, Avinash C. Kak
3D Modeling of Optically Challenging Objects. IEEE Trans. Vis. Comput. Graph. 14 (2) (2008)
Santonu Sarkar, Avinash C. Kak, Girish Maskeri Rama
Metrics for Measuring the Quality of Modularization of Large-Scale Object-Oriented Software. IEEE Trans. Software Eng. 34 (5) (2008)
Paul J. Shin, Xinting Gao, Richard P. Kleihorst, Johnny Park, Avinash C. Kak
An efficient algorithm for the extraction of contours and curvature scale space on SIMD-powered Smart Cameras. ICDSC (2008)
Youngrock Yoon, Akio Kosaka, Avinash C. Kak
A New Kalman-Filter-Based Framework for Fast and Accurate Visual Tracking of Rigid Objects. IEEE Trans. Robotics 24 (5) (2008)
Henry Medeiros, Johnny Park, Avinash C. Kak
A parallel color-based particle filter for object tracking. CVPR Workshops (2008)
Hidekazu Iwaki, Gaurav Srivastava, Akio Kosaka, Johnny Park, Avinash C. Kak
A novel evidence accumulation framework for robust multi-camera person detection. ICDSC (2008)
Hyukseong Kwon, Johnny Park, Avinash C. Kak
A New Approach for Active Stereo Camera Calibration. ICRA (2007)
Santonu Sarkar, Girish Maskeri Rama, Avinash C. Kak
API-Based and Information-Theoretic Metrics for Measuring the Quality of Software Modularization. IEEE Trans. Software Eng. 33 (1) (2007)
Paul J. Shin, Johnny Park, Avinash C. Kak
A QoS Evaluation Testbed for Mac Protocols for Wireless Camera Networks. ICDSC (2007)
Henry Medeiros, Johnny Park, Avinash C. Kak
A Light-Weight Event-Driven Protocol for Sensor Clustering in Wireless Camera Networks. ICDSC (2007)
Jean Gao, Akio Kosaka, Avinash C. Kak
A multi-Kalman filtering approach for video tracking of human-delineated objects in cluttered environments. Comput. Vis. Image Underst. 102 (3) (2006)
Yeon-Ho Kim, Avinash C. Kak
Error Analysis of Robust Optical Flow Estimation by Least Median of Squares Methods for the Varying Illumination Model. IEEE Trans. Pattern Anal. Mach. Intell. 28 (9) (2006)
Johnny Park, Amy Tabb, Avinash C. Kak
Hierarchical Data Structure for Real-Time Background Subtraction. ICIP (2006)
Pradit Mittrapiyanuruk, Guilherme N. DeSouza, Avinash C. Kak
Accurate 3D Tracking of Rigid Objects with Occlusion Using Active Appearance Models. WACV/MOTION (2005)
Santonu Sarkar, Avinash C. Kak, N. S. Nagaraja
Metrics for Analyzing Module Interactions in Large Software Systems. APSEC (2005)
Jean Gao, Akio Kosaka, Avinash C. Kak
A multi-Kalman filtering approach for video tracking of human-delineated objects in cluttered environments. Comput. Vis. Image Underst. 99 (1) (2005)
Hyukseong Kwon, Youngrock Yoon, Jae Byung Park, Avinash C. Kak
Person Tracking with a Mobile Robot using Two Uncalibrated Independently Moving Cameras. ICRA (2005)
Yeon-Ho Kim, Aleix M. Martínez, Avinash C. Kak
Robust motion estimation under varying illumination. Image Vis. Comput. 23 (4) (2005)
Youngrock Yoon, Akio Kosaka, Jae Byung Park, Avinash C. Kak
A New Approach to the Use of Edge Extremities for Model-based Object Tracking. ICRA (2005)
Guilherme N. DeSouza, Avinash C. Kak
A subsumptive, hierarchical, and distributed vision-based architecture for smart robotics. IEEE Trans. Syst. Man Cybern. Part B 34 (5) (2004)
Yuichi Motai, Avinash C. Kak
An interactive framework for acquiring vision models of 3-D objects from 2-D images. IEEE Trans. Syst. Man Cybern. Part B 34 (1) (2004)
Johnny Park, Avinash C. Kak
Specularity Elimination in Range Sensing for Accurate 3D Modeling of Specular Objects. 3DPVT (2004)
Pradit Mittrapiyanuruk, Guilherme N. DeSouza, Avinash C. Kak
Calculating the 3D-pose of Rigid-objects using Active Appearance Models. ICRA (2004)
Aleix M. Martínez, Pradit Mittrapiyanuruk, Avinash C. Kak
On combining graph-partitioning with non-parametric clustering for image segmentation. Comput. Vis. Image Underst. 95 (1) (2004)
Yeon-Ho Kim, Aleix M. Martínez, Avinash C. Kak
A Local Approach for Robust Optical Flow Estimation under Varying Illumination. BMVC (2004)
Jennifer G. Dy, Carla E. Brodley, Avinash C. Kak, Lynn S. Broderick, Alex M. Aisen
Unsupervised Feature Selection Applied to Content-Based Retrieval of Lung Images. IEEE Trans. Pattern Anal. Mach. Intell. 25 (3) (2003)
Jae Byung Park, Avinash C. Kak
A truncated least squares approach to the detection of specular highlights in color images. ICRA (2003)
Youngrock Yoon, Guilherme N. DeSouza, Avinash C. Kak
Real-time tracking and pose estimation for industrial objects using geometric features. ICRA (2003)
Jean Gao, Avinash C. Kak
A multi-frame based motion estimation for semantic object tracking in the presence of occlusion. ICIP (3) (2002)
Guilherme N. DeSouza, Avinash C. Kak
Vision for Mobile Robot Navigation: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 24 (2) (2002)
Avinash C. Kak, Guilherme N. DeSouza
Robotic Vision: What Happened to the Visions of Yesterday? ICPR (2) (2002)
Chi-Ren Shyu, Christina Pavlopoulou, Avinash C. Kak, Carla E. Brodley, Lynn S. Broderick
Using Human Perceptual Categories for Content-Based Retrieval from a Medical Image Database. Comput. Vis. Image Underst. 88 (3) (2002)
Sean D. MacArthur, Carla E. Brodley, Avinash C. Kak, Lynn S. Broderick
Interactive Content-Based Image Retrieval Using Relevance Feedback. Comput. Vis. Image Underst. 88 (2) (2002)
Guilherme N. DeSouza, Andrew H. Jones, Avinash C. Kak
A World-Independent Approach for the Calibration of Mobile Robotics Active Stereo Heads. ICRA (2002)
Aleix M. Martínez, Ronnie B. Wilbur, Robin Shay, Avinash C. Kak
Purdue RVL-SLLL ASL Database for Automatic Recognition of American Sign Language. ICMI (2002)

Avinash C. Kak.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Avinash C. Kak