Hairong Qi

Orcid: 0000-0002-2693-5520

Affiliations:
  • University of Tennessee, Advanced Imaging and Collaborative Information Processing Group, Knoxville, TN, USA


According to our database1, Hairong Qi authored at least 237 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2018, "For contributions to collaborative signal processing in sensor networks".

Timeline

Legend:

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Links

Online presence:

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Bibliography

2024
Defect Detection in Tire X-Ray Images: Conventional Methods Meet Deep Structures.
CoRR, 2024

Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing.
CoRR, 2024

Temporally-Consistent Video Semantic Segmentation with Bidirectional Occlusion-guided Feature Propagation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Koopman-Based Transition Detection in Satellite Imagery: Unveiling Construction Phase Dynamics Through Material Histogram Analysis.
Proceedings of the IGARSS 2024, 2024

Advancing Multi-Scale Remote Sensing Analysis Through Self-Supervised Learning Fine-Tuning Strategies.
Proceedings of the IGARSS 2024, 2024

2023
Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., June, 2023

Neural Symbolic Regression using Control Variables.
CoRR, 2023

Semantic Segmentation in Aerial Imagery Using Multi-level Contrastive Learning with Local Consistency.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Early Alarm: Robust Event Analysis for Power Systems using 1-D Fully Convolutional Network.
Proceedings of the IEEE International Conference on Communications, 2023

Cross-Scale MAE: A Tale of Multiscale Exploitation in Remote Sensing.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Unsupervised Hyperspectral Image Domain Adaptation through Unmixing-Based Domain Alignment.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Blockchain-Based Runtime Attestation Against Physical Fault Injection Attacks on Edge Devices.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

Object Detection in Pineapple Fields Drone Imagery Using Few Shot Learning and the Segment Anything Model.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Towards Adversarial-Resilient Deep Neural Networks for False Data Injection Attack Detection in Power Grids.
Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

2022
Towards Personalized Privacy-Preserving Incentive for Truth Discovery in Mobile Crowdsensing Systems.
IEEE Trans. Mob. Comput., 2022

Ensemble-Based Information Retrieval With Mass Estimation for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised and Unregistered Hyperspectral Image Super-Resolution With Mutual Dirichlet-Net.
IEEE Trans. Geosci. Remote. Sens., 2022

Non-Local Representation Based Mutual Affine-Transfer Network for Photorealistic Stylization.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

SocialCattle: IoT-Based Mastitis Detection and Control Through Social Cattle Behavior Sensing in Smart Farms.
IEEE Internet Things J., 2022

Monocular Depth Estimation with Adaptive Geometric Attention.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Online Knowledge Distillation by Temporal-Spatial Boosting.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Online Knowledge Distillation with History-Aware Teachers.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Trustworthy and Cost-Effective Cell Selection for Sparse Mobile Crowdsensing Systems.
IEEE Trans. Veh. Technol., 2021

Target Detection Through Tree-Structured Encoding for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2021

Deep Autoencoders With Multitask Learning for Bilinear Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2021

Unsupervised Pansharpening Based on Self-Attention Mechanism.
IEEE Trans. Geosci. Remote. Sens., 2021

Physically Constrained Transfer Learning Through Shared Abundance Space for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

CenterFusion: Center-based Radar and Camera Fusion for 3D Object Detection.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

CFTrack: Center-based Radar and Camera Fusion for 3D Multi-Object Tracking.
Proceedings of the IEEE Intelligent Vehicles Symposium Workshops, 2021

Camera-Based Remote Photoplethysmography for Physiological Monitoring in Neonatal Intensive Care.
Proceedings of the IEEE International Conference on Signal and Image Processing Applications, 2021

The Challenge of Disproportionate Importance of Temporal Features in Predicting HPC Power Consumption.
Proceedings of the IEEE International Conference on Cluster Computing, 2021

ConAML: Constrained Adversarial Machine Learning for Cyber-Physical Systems.
Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

2020
Analyzing User-Level Privacy Attack Against Federated Learning.
IEEE J. Sel. Areas Commun., 2020

SenCAPTCHA: A Mobile-First CAPTCHA Using Orientation Sensors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Radar-Camera Sensor Fusion for Joint Object Detection and Distance Estimation in Autonomous Vehicles.
CoRR, 2020

Physically-Constrained Transfer Learning through Shared Abundance Space for Hyperspectral Image Classification.
CoRR, 2020

Class-Discriminative Feature Embedding For Meta-Learning based Few-Shot Classification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Towards Personalized Privacy-Preserving Incentive for Truth Discovery in Crowdsourced Binary-Choice Question Answering.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Hyperspectral Nonlinear Unmixing via Generative Adversarial Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

An Efficient Pipeline for Pruning Convolutional Neural Networks.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Representative-Discriminative Learning for Open-Set Land Cover Classification of Satellite Imagery.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Privacy-Preserving Crowd-Sourced Statistical Data Publishing with An Untrusted Server.
IEEE Trans. Mob. Comput., 2019

Personalized Privacy-Preserving Task Allocation for Mobile Crowdsensing.
IEEE Trans. Mob. Comput., 2019

uDAS: An Untied Denoising Autoencoder With Sparsity for Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2019

One-Shot Mutual Affine-Transfer for Photorealistic Stylization.
CoRR, 2019

Investigating Channel Pruning through Structural Redundancy Reduction - A Statistical Study.
CoRR, 2019

Unsupervised and Unregistered Hyperspectral Image Super-Resolution with Mutual Dirichlet-Net.
CoRR, 2019

Speeding up convolutional networks pruning with coarse ranking.
CoRR, 2019

Single-shot Channel Pruning Based on Alternating Direction Method of Multipliers.
CoRR, 2019

Land Cover Classification for Satellite Images Through 1D CNN.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Few-Shot Hyperspectral Image Classification Through Multitask Transfer Learning.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Context Aware Road-user Importance Estimation (iCARE).
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Talking Face Generation by Conditional Recurrent Adversarial Network.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multi-Task Learning with Low-Rank Matrix Factorization for Hyperspectral Nonlinear Unmixing.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Hybrid Spectral Unmixing in Land-Cover Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

RRPN: Radar Region Proposal Network for Object Detection in Autonomous Vehicles.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Incorporating Spectral Unmixing in Satellite Imagery Semantic Segmentation.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Serologic Diagnosis of Taenia Solium Cysticercosis through Linear Unmixing Analysis of Biosignals from ACEK Capacitive Sensing Method.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Image Super-Resolution by Neural Texture Transfer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Approximate and Sublinear Spatial Queries for Large-Scale Vehicle Networks.
IEEE Trans. Veh. Technol., 2018

Oil Spill Segmentation via Adversarial f-Divergence Learning.
IEEE Trans. Geosci. Remote. Sens., 2018

Hyperspectral Anomaly Detection Through Spectral Unmixing and Dictionary-Based Low-Rank Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2018

Aerial Image Super Resolution via Wavelet Multiscale Convolutional Neural Networks.
IEEE Geosci. Remote. Sens. Lett., 2018

Attention-based Few-Shot Person Re-identification Using Meta Learning.
CoRR, 2018

Talking Face Generation by Conditional Recurrent Adversarial Network.
CoRR, 2018

Reference-Conditioned Super-Resolution by Neural Texture Transfer.
CoRR, 2018

Decoupled Learning for Conditional Adversarial Networks.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Discriminative Cross-View Binary Representation Learning.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Fast-Converging Conditional Generative Adversarial Networks for Image Synthesis.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

r-BTN: Cross-Domain Face Composite and Synthesis From Limited Facial Patches.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
kBF: Towards Approximate and Bloom Filter based Key-Value Storage for Cloud Computing Systems.
IEEE Trans. Cloud Comput., 2017

Topological Analysis and Gaussian Decision Tree: Effective Representation and Classification of Biosignals of Small Sample Size.
IEEE Trans. Biomed. Eng., 2017

Frequent traffic flow identification through probabilistic bloom filter and its GPU-based acceleration.
J. Netw. Comput. Appl., 2017

Recursive Cross-Domain Face/Sketch Generation from Limited Facial Parts.
CoRR, 2017

Non-Intrusive Energy Disaggregation Using Non-negative Matrix Factorization with Sum-to-k Constraint.
CoRR, 2017

Achieving location error tolerant barrier coverage for wireless sensor networks.
Comput. Networks, 2017

Cost-effective barrier coverage formation in heterogeneous wireless sensor networks.
Ad Hoc Networks, 2017

Approximate Cardinality Estimation (ACE) in large-scale Internet of Things deployments.
Ad Hoc Networks, 2017

Learning Effective Binary Descriptors via Cross Entropy.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

DOES multispectral / hyperspectral pansharpening improve the performance of anomaly detection?
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Spectral unmixing through part-based non-negative constraint denoising autoencoder.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Multi-view task-driven recognition in visual sensor networks.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Addressing ambiguity in multi-target tracking by hierarchical strategy.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Person re-identification using visual attention.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

End-to-end binary representation learning via direct binary embedding.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Feature encoding in band-limited distributed surveillance systems.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Age Progression/Regression by Conditional Adversarial Autoencoder.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Recent Advances in Remote Spectral Sensing.
J. Sensors, 2016

Learning patch-dependent kernel forest for person re-identification.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Deep tree-structured face: A unified representation for multi-task facial biometrics.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Anomaly detection in hyperspectral images through spectral unmixing and low rank decomposition.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Robust coupling in space of sparse codes for multi-view recognition.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Distributed object recognition in smart camera networks.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Multivariate empirical mode decomposition based signal analysis and efficient-storage in smart grid.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Derivative Delay Embedding: Online Modeling of Streaming Time Series.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Visual tracking based on object appearance and structure preserved local patches matching.
Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

Multimodal weighted dictionary learning.
Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

Dictionary Reduction: Automatic Compact Dictionary Learning for Classification.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Efficient Histogram Estimation for Smart Grid Data Processing With the Loglog-Bloom-Filter.
IEEE Trans. Smart Grid, 2015

Friendbook: A Semantic-Based Friend Recommendation System for Social Networks.
IEEE Trans. Mob. Comput., 2015

A Douglas-Rachford Splitting Approach to Compressed Sensing Image Recovery Using Low-Rank Regularization.
IEEE Trans. Image Process., 2015

Image color transfer to evoke different emotions based on color combinations.
Signal Image Video Process., 2015

Identify anomaly componentbysparsity and low rank.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Hyperspectral image unmixing using autoencoder cascade.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Real Time Multi-vehicle Tracking and Counting at Intersections from a Fisheye Camera.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Multiple event analysis for large-scale power systems through cluster-based sparse coding.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Multimodal Dictionary Learning and Joint Sparse Representation for HEp-2 Cell Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Identifying frequent flows in large datasets through probabilistic bloom filters.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

Robust multi-object tracking using confident detections and safe tracklets.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Low-rank tensor decomposition based anomaly detection for hyperspectral imagery.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Facial feature parsing and landmark detection via low-rank matrix decomposition.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Non-intrusive load monitoring of HVAC components using signal unmixing.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Joint weighted dictionary learning and classifier training for robust biometric recognition.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Early mastitis diagnosis through topological analysis of biosignals from low-voltage alternate current electrokinetics.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Online multi-modal task-driven dictionary learning and robust joint sparse representation for visual tracking.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
Multiple Event Detection and Recognition Through Sparse Unmixing for High-Resolution Situational Awareness in Power Grid.
IEEE Trans. Smart Grid, 2014

Collaborative localization in visual sensor networks.
ACM Trans. Sens. Networks, 2014

Achieving k-Barrier Coverage in Hybrid Directional Sensor Networks.
IEEE Trans. Mob. Comput., 2014

Spatio-temporal feature extraction and representation for RGB-D human action recognition.
Pattern Recognit. Lett., 2014

Revisiting the preprocessing procedures for elemental concentration estimation based on chemcam libs on mars rover.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Power grid disturbance analysis using frequency information at the distribution level.
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

MoodMagician: a pervasive and unobtrusive emotion sensing system using mobile phones for improving human mental health.
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014

Fault tolerant barrier coverage for wireless sensor networks.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Recursive Low-rank and Sparse Recovery of Surveillance Video using Compressed Sensing.
Proceedings of the International Conference on Distributed Smart Cameras, 2014

Compressed dictionary learning for detecting activations in fMRI using double sparsity.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Towards approximate spatial queries for large-scale vehicle networks.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

A Photon-Mapping Informed Chan-Vese Segmentation Algorithm to Enable Multispectral Sensing and Path-Planning in 3D Virtual Environments.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

A comparative study of methods to solve the watchman route problem in a photon mapping-illuminated 3D virtual environment.
Proceedings of the 2014 IEEE Applied Imagery Pattern Recognition Workshop, 2014

Computing a Heuristic Solution to the Watchman Route Problem by Means of Photon Mapping Within a 3D Virtual Environment Testbed.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2013
Feature Extraction and Representation for Distributed Multi-View Human Action Recognition.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2013

Emotion transfer for images based on color combinations.
CoRR, 2013

Optimizing coverage of three-dimensional wireless sensor networks by means of photon mapping.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Unsupervised nonlinear unmixing of hyperspectral images using sparsity constrained probabilistic latent semantic analysis.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Detection, recognition, and localization of multiple attacks through event unmixing.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

Pervasive and unobtrusive emotion sensing for human mental health.
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013

Barrier Coverage in Hybrid Directional Sensor Networks.
Proceedings of the IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013

Partially-Sparse Restricted Boltzmann Machine for Background Modeling and Subtraction.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Action recognition across cameras via reconstructable paths.
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013

Group Sparsity and Geometry Constrained Dictionary Learning for Action Recognition from Depth Maps.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Pattern-based compressed phone sensing.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Distributed Data Aggregation for Sparse Recovery in Wireless Sensor Networks.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013

Beta Process Joint Dictionary Learning for Coupled Feature Spaces with Application to Single Image Super-Resolution.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Coverage estimation for crowded targets in visual sensor networks.
ACM Trans. Sens. Networks, 2012

Hybrid Dimensionality Reduction Method Based on Support Vector Machine and Independent Component Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2012

Adaptive response time control for metadata matching in information dissemination systems.
J. Syst. Archit., 2012

Flocking based distributed self-deployment algorithms in mobile sensor networks.
J. Parallel Distributed Comput., 2012

Flocking based sensor deployment in mobile sensor networks.
Comput. Commun., 2012

Motion Local Ternary Pattern for distributed multi-view human action recognition.
Proceedings of the Sixth International Conference on Distributed Smart Cameras, 2012

Coverage Estimation in Heterogeneous Visual Sensor Networks.
Proceedings of the IEEE 8th International Conference on Distributed Computing in Sensor Systems, 2012

2011
A Resilient Real-Time System Design for a Secure and Reconfigurable Power Grid.
IEEE Trans. Smart Grid, 2011

Real-Time Multispectral Imager for Home-Based Health Care.
IEEE Trans. Biomed. Eng., 2011

A Hand-held Mosaicked Multispectral Imaging Device for Early Stage Pressure Ulcer Detection.
J. Medical Syst., 2011

Distributed target localization using a progressive certainty map in visual sensor networks.
Ad Hoc Networks, 2011

Friendbook: privacy preserving friend matching based on shared interests.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

r-Kernel: An operating system foundation for highly reliable networked embedded systems.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Sparse representation based band selection for hyperspectral images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

An effective approach to corner point detection through multiresolution analysis.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Increasing the Resolution of Wide-Area Situational Awareness of the Power Grid through Event Unmixing.
Proceedings of the 44th Hawaii International International Conference on Systems Science (HICSS-44 2011), 2011

2010
Feature-Based Image Comparison for Semantic Neighbor Selection in Resource-Constrained Visual Sensor Networks.
EURASIP J. Image Video Process., 2010

An Effective Decentralized Nonparametric Quickest Detection Approach.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Effective Dimensionality Reduction Based on Support Vector Machine.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Distributed object recognition via feature unmixing.
Proceedings of the 2010 Fourth ACM/IEEE International Conference on Distributed Smart Cameras, Atlanta, GA, USA - August 31, 2010

Fault detection, correction, and tolerance for collaborative target localization in visual sensor networks.
Proceedings of the 2010 Fourth ACM/IEEE International Conference on Distributed Smart Cameras, Atlanta, GA, USA - August 31, 2010

An effective nonparametric quickest detection procedure based on Q-Q distance.
Proceedings of the IEEE International Conference on Acoustics, 2010

Dynamic plume tracking using mobile sensors.
Proceedings of the American Control Conference, 2010

2009
A Robust Node Selection Strategy for Lifetime Extension in Wireless Sensor Networks.
Proceedings of the MSN 2009, 2009

A hybrid feature extraction framework based on risk minimization and independence maximization.
Proceedings of the International Joint Conference on Neural Networks, 2009

Target detection and counting using a progressive certainty map in distributed visual sensor networks.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Redundancy removal through semantic neighbor selection in Visual Sensor Networks.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Hierarchical Utilization Control for Real-Time and Resilient Power Grid.
Proceedings of the 21st Euromicro Conference on Real-Time Systems, 2009

INFOrmation Dissemination (INFOD) middleware.
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems, 2009

An event-driven information dissemination model.
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems, 2009

2008
On Calculating Multiplicative Inverses Modulo $2^{m}$.
IEEE Trans. Computers, 2008

Mobile-agent-based collaborative sensor fusion.
Inf. Fusion, 2008

Mobile agent migration modeling and design for target tracking in wireless sensor networks.
Ad Hoc Networks, 2008

XLRP: Cross Layer Routing Protocol for Wireless Sensor Networks.
Proceedings of the WCNC 2008, IEEE Wireless Communications & Networking Conference, March 31 2008, 2008

Control-Based Real-Time Metadata Matching for Information Dissemination.
Proceedings of the Fourteenth IEEE Internationl Conference on Embedded and Real-Time Computing Systems and Applications, 2008

A network intrusion detection method using independent component analysis.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Dynamic target classification in wireless sensor networks.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A new perspective on terahertz image reconstruction based on linear spectral unmixing.
Proceedings of the International Conference on Image Processing, 2008

A distributed solution to detect targets in crowds using visual sensor networks.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Coverage Estimation in the Presence of Occlusions for Visual Sensor Networks.
Proceedings of the Distributed Computing in Sensor Systems, 2008

2007
A Maximum Entropy Approach to Unsupervised Mixed-Pixel Decomposition.
IEEE Trans. Image Process., 2007

Comparative Study of VLSI Solutions to Independent Component Analysis.
IEEE Trans. Ind. Electron., 2007

Endmember Extraction From Highly Mixed Data Using Minimum Volume Constrained Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens., 2007

Dynamic mobile agent migration in Wireless Sensor Networks.
Int. J. Ad Hoc Ubiquitous Comput., 2007

A Public Key Cryptographic Method for Denial of Service Mitigation in Wireless Sensor Networks.
Proceedings of the Fourth Annual IEEE Communications Society Conference on Sensor, 2007

A Constrained Non-Negative Matrix Factorization Approach to Unmix Highly Mixed Hyperspectral Data.
Proceedings of the International Conference on Image Processing, 2007

A Blind Source Separation Perspective on Image Restoration.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Binary Tree-based Generic Demosaicking Algorithm for Multispectral Filter Arrays.
IEEE Trans. Image Process., 2006

The design and evaluation of a generic method for generating mosaicked multispectral filter arrays.
IEEE Trans. Image Process., 2006

Load-balanced key establishment methodologies in wireless sensor networks.
Int. J. Secur. Networks, 2006

Automated Analysis of Fluorescence Microscopy Images to Identify Protein-Protein Interactions.
Int. J. Biomed. Imaging, 2006

A Reconfigurable FPGA System for Parallel Independent Component Analysis.
EURASIP J. Embed. Syst., 2006

Mobile agent migration algorithms for collaborative processing.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2006

A Mobile-Agent-Based Collaborative Framework for Sensor Network Applications.
Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems, 2006

A Thermodynamic Energy Minimization Approach to Spectral Unmixing of Remote Sensing Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Unsupervised Decomposition of Mixed Pixels Using the Maximum Entropy Principle.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Parallel Independent Component Analysis Algorithm.
Proceedings of the 12th International Conference on Parallel and Distributed Systems, 2006

A Generic Binary Tree-Based Progressive Demosaicking Method for Multispectral Filter Array.
Proceedings of the International Conference on Image Processing, 2006

Distributed Self-Deployment in Visual Sensor Networks.
Proceedings of the Ninth International Conference on Control, 2006

Generic MSFA mosaicking and demosaicking for multispectral cameras.
Proceedings of the Digital Photography II, San Jose, CA, USA, January 15, 2006, 2006

2005
Revisiting Public-Key Cryptography for Wireless Sensor Networks.
Computer, 2005

An energy-efficient QoS-aware media access control protocol for wireless sensor networks.
Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems, 2005

Biologically-inspired self-deployable heterogeneous mobile sensor networks.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

Self-certified group key generation for ad hoc clusters in wireless sensor networks.
Proceedings of the 14th International Conference On Computer Communications and Networks, 2005

Civilian Target Detection using Hierarchical Fusion.
Proceedings of the 34th Applied Image Pattern Recognition Workshop (AIPR 2005), 2005

2004
On Computing Mobile Agent Routes for Data Fusion in Distributed Sensor Networks.
IEEE Trans. Knowl. Data Eng., 2004

Distributed computing paradigms for collaborative signal and information processing in sensor networks.
J. Parallel Distributed Comput., 2004

An FPGA implementation of parallel ICA for dimensionality reduction in hyperspectral images.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Decentralized Reactive Clustering for Collaborative Processing in Sensor Networks.
Proceedings of the 10th International Conference on Parallel and Distributed Systems, 2004

A generic method for generating multispectral filter arrays.
Proceedings of the 2004 International Conference on Image Processing, 2004

Mobile agent based progressive multiple target detection in sensor networks.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Mobile-agent-based collaborative signal and information processing in sensor networks.
Proc. IEEE, 2003

Modeling mobile-agent-based collaborative processing in sensor networks using generalized stochastic Petri nets.
Proceedings of the IEEE International Conference on Systems, 2003

Distributed computing paradigms for collaborative processing in sensor networks.
Proceedings of the Global Telecommunications Conference, 2003

Eigenviews for Object Recognition in Multispectral Imaging Systems.
Proceedings of the 32nd Applied Image Pattern Recognition Workshop (AIPR 2003), 2003

Band Selection Using Independent Component Analysis for Hyperspectral Image Processing.
Proceedings of the 32nd Applied Image Pattern Recognition Workshop (AIPR 2003), 2003

2002
Grid Coverage for Surveillance and Target Location in Distributed Sensor Networks.
IEEE Trans. Computers, 2002

High Performance Sensor Integration in Distributed Sensor Networks Using Mobile Agents.
Int. J. High Perform. Comput. Appl., 2002

Early detection of breast cancer using thermal texture maps.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Face Recognition Using Optimal Non-Orthogonal Wavelet Basis Evaluated by Information Complexity.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Performance Evaluation of Distributed Computing Paradigms in Mobile Ad Hoc Sensor Networks.
Proceedings of the 9th International Conference on Parallel and Distributed Systems, 2002

Blind consistency-based steganography for information hiding in digital media.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Acoustic target classification using distributed sensor arrays.
Proceedings of the IEEE International Conference on Acoustics, 2002

Target detection and classification using seismic signal processing in unattended ground sensor systems.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Multiresolution data integration using mobile agents in distributed sensor networks.
IEEE Trans. Syst. Man Cybern. Part C, 2001

Distributed sensor networks - a review of recent research.
J. Frankl. Inst., 2001

Coding Theory Framework for Target Location in Distributed Sensor Networks.
Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001

2000
Conditioning Analysis of Missing Data Estimation for Large Sensor Array.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Coordinate system for hexagonal pixels.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

Lesion detection and characterization in digital mammography by Bezier histograms.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

1998
Comparison of Mean Field Annealing and Multiresolution Analysis in Missing Data Estimation.
Proceedings of the Computer Vision, 1998

1997
Using mean field annealing to solve anisotropic diffusion problems.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997


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