Dmitry B. Goldgof

Affiliations:
  • University of South Florida, Tampa, FL, USA


According to our database1, Dmitry B. Goldgof authored at least 231 papers between 1988 and 2022.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2007, "For contributions to computer vision and biomedical applications".

Timeline

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Bibliography

2022
A Comprehensive and Context-Sensitive Neonatal Pain Assessment Using Computer Vision.
IEEE Trans. Affect. Comput., 2022

Robust Neonatal Face Detection in Real-world Clinical Settings.
CoRR, 2022

Achieving Multisite Generalization for CNN-Based Disease Diagnosis Models by Mitigating Shortcut Learning.
IEEE Access, 2022

Attentional Generative Multimodal Network for Neonatal Postoperative Pain Estimation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.
IEEE Trans. Medical Imaging, 2021

Pattern Recognition in Vital Signs Using Spectrograms.
CoRR, 2021

Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images Based on Confounders.
CoRR, 2021

Multimodal spatio-temporal deep learning approach for neonatal postoperative pain assessment.
Comput. Biol. Medicine, 2021

Discovery of a Generalization Gap of Convolutional Neural Networks on COVID-19 X-Rays Classification.
IEEE Access, 2021

Pattern Recognition in Vital Signs Using Spectrograms.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2020
Gaze-based classification of autism spectrum disorder.
Pattern Recognit. Lett., 2020

Finding Covid-19 from Chest X-rays using Deep Learning on a Small Dataset.
CoRR, 2020

Convolutional Neural Network ensembles for accurate lung nodule malignancy prediction 2 years in the future.
Comput. Biol. Medicine, 2020

Challenges for the Repeatability of Deep Learning Models.
IEEE Access, 2020

Mitigating Adversarial Attacks on Medical Image Understanding Systems.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

First Investigation into the Use of Deep Learning for Continuous Assessment of Neonatal Postoperative Pain.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019
Convolutional Neural Networks for Neonatal Pain Assessment.
IEEE Trans. Biom. Behav. Identity Sci., 2019

Harnessing the Power of Deep Learning Methods in Healthcare: Neonatal Pain Assessment from Crying Sound.
CoRR, 2019

Multi-Channel Neural Network for Assessing Neonatal Pain from Videos.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Automatic Cell Counting using Active Deep Learning and Unbiased Stereology.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Neuroimaging Based Survival Time Prediction of GBM Patients Using CNNs from Small Data.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Coauthentication.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Towards deep radiomics: nodule malignancy prediction using CNNs on feature images.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Automatic pressure ulcer measurement using RGB-D data.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

Pain Assessment From Facial Expression: Neonatal Convolutional Neural Network (N-CNN).
Proceedings of the International Joint Conference on Neural Networks, 2019

A Dual-Task Interference Game-Based Experimental Framework for Comparing the Usability of Authentication Methods.
Proceedings of the 12th International Conference on Human System Interaction, 2019

SQL-Identifier Injection Attacks.
Proceedings of the 7th IEEE Conference on Communications and Network Security, 2019

2018
Infants' Pain Recognition Based on Facial Expression: Dynamic Hybrid Descriptions.
IEICE Trans. Inf. Syst., 2018

A method to Suppress Facial Expression in Posed and Spontaneous Videos.
CoRR, 2018

Neonatal Pain Expression Recognition Using Transfer Learning.
CoRR, 2018

Delta Radiomics Improves Pulmonary Nodule Malignancy Prediction in Lung Cancer Screening.
IEEE Access, 2018

Stability of deep features across CT scanners and field of view using a physical phantom.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Representation of Deep Features using Radiologist defined Semantic Features.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Predicting Nodule Malignancy using a CNN Ensemble Approach.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Iterative Deep Learning Based Unbiased Stereology with Human-in-the-Loop.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Toward Ubiquitous Assessment of Neonates' Health Condition.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017
A framework for nucleus and overlapping cytoplasm segmentation in cervical cytology extended depth of field and volume images.
Comput. Medical Imaging Graph., 2017

Finding label noise examples in large scale datasets.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Synthetic minority image over-sampling technique: How to improve AUC for glioblastoma patient survival prediction.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Automated Pain Assessment in Neonates.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Fine-tuning convolutional deep features for MRI based brain tumor classification.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016
Active cleaning of label noise.
Pattern Recognit., 2016

A Comparison of Lung Nodule Segmentation Algorithms: Methods and Results from a Multi-institutional Study.
J. Digit. Imaging, 2016

Machine-based Multimodal Pain Assessment Tool for Infants: A Review.
CoRR, 2016

Combining deep neural network and traditional image features to improve survival prediction accuracy for lung cancer patients from diagnostic CT.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

A quantitative histogram-based approach to predict treatment outcome for Soft Tissue Sarcomas using pre- and post-treatment MRIs.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Improving malignancy prediction through feature selection informed by nodule size ranges in NLST.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Nucleus segmentation in histology images with hierarchical multilevel thresholding.
Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016

Change descriptors for determining nodule malignancy in national lung screening trial CT screening images.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Classification of progression free survival with nasopharyngeal carcinoma tumors.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Signal intensity analysis of ecological defined habitat in soft tissue sarcomas to predict metastasis development.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Predicting Ki67% expression from DCE-MR images of breast tumors using textural kinetic features in tumor habitats.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

A new approach to detect and segment overlapping cells in multi-layer cervical cell volume images.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Exploring deep features from brain tumor magnetic resonance images via transfer learning.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

An approach for automated multimodal analysis of infants' pain.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Automatic quantification and classification of cervical cancer via Adaptive Nucleus Shape Modeling.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
A Robust Approach for Automated Lung Segmentation in Thoracic CT.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Texture Feature Analysis to Predict Metastatic and Necrotic Soft Tissue Sarcomas.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Correlation Based Random Subspace Ensembles for Predicting Number of Axillary Lymph Node Metastases in Breast DCE-MRI Tumors.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Decoding brain cancer dynamics: a quantitative histogram-based approach using temporal MRI.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Imbalanced learning for clinical survival group prediction of brain tumor patients.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Prediction of treatment outcome in soft tissue sarcoma based on radiologically defined habitats.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Identifying metastatic breast tumors using textural kinetic features of a contrast based habitat in DCE-MRI.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Pain assessment in infants: Towards spotting pain expression based on infants' facial strain.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014
High-resolution 3D surface strain magnitude using 2D camera and low-resolution depth sensor.
Pattern Recognit. Lett., 2014

Special issue on depth image analysis.
Pattern Recognit. Lett., 2014

Test-Retest Reproducibility Analysis of Lung CT Image Features.
J. Digit. Imaging, 2014

Automatic expression spotting in videos.
Image Vis. Comput., 2014

Predicting Outcomes of Nonsmall Cell Lung Cancer Using CT Image Features.
IEEE Access, 2014

Experiments with large ensembles for segmentation and classification of cervical cancer biopsy images.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Using features from tumor subregions of breast DCE-MRI for estrogen receptor status prediction.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Prediction of treatment response and metastatic disease in soft tissue sarcoma.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

New method for predicting estrogen receptor status utilizing breast MRI texture kinetic analysis.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Exploring Brain Tumor Heterogeneity for Survival Time Prediction.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Performance Evaluation of Neuromorphic-Vision Object Recognition Algorithms.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Optical Flow Based Expression Suppression in Video.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach.
Pattern Recognit., 2013

A Texture Feature Ranking Model for Predicting Survival Time of Brain Tumor Patients.
Proceedings of the IEEE International Conference on Systems, 2013

Effect of Texture Features in Computer Aided Diagnosis of Pulmonary Nodules in Low-Dose Computed Tomography.
Proceedings of the IEEE International Conference on Systems, 2013

Survival time prediction of patients with glioblastoma multiforme tumors using spatial distance measurement.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Detection of the Vanishing Line of the Ocean Surface from Pairs of Scale-Invariant Keypoints.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

An Ensemble Algorithm Framework for Automated Stereology of Cervical Cancer.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Continuous 3D Face Authentication Using RGB-D Cameras.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Iterative Feature perturbation as a gene Selector for microarray Data.
Int. J. Pattern Recognit. Artif. Intell., 2012

View-Invariant Method for Calculating 2D Optical Strain.
Proceedings of the Advances in Depth Image Analysis and Applications, 2012

Label-noise reduction with support vector machines.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

A novel algorithm for automated counting of stained cells on thick tissue sections.
Proceedings of CBMS 2012, 2012

2011
Convergence of the Single-Pass and Online Fuzzy C-Means Algorithms.
IEEE Trans. Fuzzy Syst., 2011

Model-Based Recovery of Fluid Flow Parameters from Video.
Int. J. Pattern Recognit. Artif. Intell., 2011

Procedure for stability analysis of gene selection from cross-site gene expression data.
Proceedings of the IEEE International Conference on Systems, 2011

Developing a classifier model for lung tumors in CT-scan images.
Proceedings of the IEEE International Conference on Systems, 2011

Automatic location of microscopic focal planes for computerized stereology.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Toward automated quantification of biological microstructures using unbiased stereology.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Detection of Anomalous Particles from the Deepwater Horizon Oil Spill Using the SIPPER3 Underwater Imaging Platform.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Macro- and micro-expression spotting in long videos using spatio-temporal strain.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Increased classification accuracy and speedup through pair-wise feature selection for support vector machines.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

Evaluation of Facial Reconstructive Surgery on Patients with Facial Palsy Using Optical Strain.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
Understanding Transit Scenes: A Survey on Human Behavior-Recognition Algorithms.
IEEE Trans. Intell. Transp. Syst., 2010

Evaluating scalable fuzzy clustering.
Proceedings of the IEEE International Conference on Systems, 2010

Filtering for improved gene selection on microarray data.
Proceedings of the IEEE International Conference on Systems, 2010

Modeling Facial Skin Motion Properties in Video and Its Application to Matching Faces across Expressions.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Tracking Ships from Fast Moving Camera through Image Registration.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Detecting Wires in Cluttered Urban Scenes Using a Gaussian Model.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

On convergence properties of the singlepass and online fuzzy c-means algorithm.
Proceedings of the FUZZ-IEEE 2010, 2010

Face recognition under camouflage and adverse illumination.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
A Scalable Framework For Segmenting Magnetic Resonance Images.
J. Signal Process. Syst., 2009

Fast Support Vector Machines for Continuous Data.
IEEE Trans. Syst. Man Cybern. Part B, 2009

A scalable framework for cluster ensembles.
Pattern Recognit., 2009

Framework for Performance Evaluation of Face, Text, and Vehicle Detection and Tracking in Video: Data, Metrics, and Protocol.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Towards macro- and micro-expression spotting in video using strain patterns.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Automatic Red Tide Detection from MODIS Satellite Images.
Proceedings of the IEEE International Conference on Systems, 2009

Ant Clustering Using Ensembles of Partitions.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Scaling Fuzzy Models.
Proceedings of the Scalable Fuzzy Algorithms for Data Management and Analysis, 2009

2008
Feature selection for microarray data by AUC analysis.
Proceedings of the IEEE International Conference on Systems, 2008

Robust segmentation using kernel and spatial based fuzzy c-means methods on breast x-ray images.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Towards registration of temporal mammograms by finite element simulation of MR breast volumes.
Proceedings of the Medical Imaging 2008: Visualization, 2008

A new edge-based text verification approach for video.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Finite element modeling of facial deformation in videos for computing strain pattern.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

How effective is human video surveillance performance?
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Detection and tracking of marine vehicles in video.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Wire detection in low-altitude, urban, and low-quality video frames.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Data-driven feature modeling, recognition and analysis in a discovery of supersonic cracks in multimillion-atom simulations.
Pattern Recognit., 2007

A sensitivity analysis method and its application in physics-based nonrigid motion modeling.
Image Vis. Comput., 2007

3D Finite Element Modeling of Nonrigid Breast Deformation for Feature Registration in -ray and MR Images.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

Facial Strain Pattern as a Soft Forensic Evidence.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

A fuzzy c means variant for clustering evolving data streams.
Proceedings of the IEEE International Conference on Systems, 2007

Clinical deployment of a medical expert system to increase accruals for clinical trials: Challenges.
Proceedings of the IEEE International Conference on Systems, 2007

Noise-Based Feature Perturbation as a Selection Method for Microarray Data.
Proceedings of the Bioinformatics Research and Applications, Third International Symposium, 2007

Single Pass Fuzzy C Means.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
A constrained genetic approach for computing material property of elastic objects.
IEEE Trans. Evol. Comput., 2006

A Cluster Ensemble Framework for Large Data sets.
Proceedings of the IEEE International Conference on Systems, 2006

Evaluation Framework for Video OCR.
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006

Detection of SpiralWaves in Video.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Mining for Implications in Medical Data.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Horizon Detection Using Machine Learning Techniques.
Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006

Performance Evaluation of Text Detection and Tracking in Video.
Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

Performance Evaluation of Object Detection and Tracking in Video.
Proceedings of the Computer Vision, 2006

2005
Active Learning to Recognize Multiple Types of Plankton.
J. Mach. Learn. Res., 2005

Sequence tolerant segmentation system of brain MRI.
Proceedings of the IEEE International Conference on Systems, 2005

Bit Reduction Support Vector Machine.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Model Construction of Nonrigid Biological Objects from Images.
Proceedings of the Sixth Mexican International Conference on Computer Science (ENC 2005), 2005

2004
A methodology for extracting objective color from images.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Errata to "Recognizing Plankton Images From the Shadow Image Particle Profiling Evaluation Recorder".
IEEE Trans. Syst. Man Cybern. Part B, 2004

Recognizing plankton images from the shadow image particle profiling evaluation recorder.
IEEE Trans. Syst. Man Cybern. Part B, 2004

A modeling approach for burn scar assessment using natural features and elastic property.
IEEE Trans. Medical Imaging, 2004

Gesture recognition using Bezier curves for visualization navigation from registered 3-D data.
Pattern Recognit., 2004

Selection of patients for clinical trials: an interactive web-based system.
Artif. Intell. Medicine, 2004

Three-dimensional finite element model for lesion correspondence in breast imaging.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Correspondence Recovery In 2-View Mammography.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Elastic Face, An Anatomy-Based Biometrics Beyond Visible Cue.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Significance of Elastic Properties in Physics-Based Nonrigid Motion Modeling, A Numerical Sensitivity Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Using Probabilistic Methods to Optimize Data Entry in Accrual of Patients to Clinical Trials.
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004

2003
Egomotion estimation of a range camera using the space envelope.
IEEE Trans. Syst. Man Cybern. Part B, 2003

Fast accurate fuzzy clustering through data reduction.
IEEE Trans. Fuzzy Syst., 2003

3D nonrigid motion analysis under small deformations.
Image Vis. Comput., 2003

Towards Physically-Sound Registration Using Object-Specific Properties for Regularization.
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003

An expert system for evaluating risk in type-1 diabetes.
Proceedings of the IEEE International Conference on Systems, 2003

Learning to recognize plankton.
Proceedings of the IEEE International Conference on Systems, 2003

Experiments on the automated selection of patients for clinical trials.
Proceedings of the IEEE International Conference on Systems, 2003

Classification of masses on mammograms using support vector machine.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Towards Perceptual Interface for Visualization Navigation of Large Data Sets.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002
A generic knowledge-guided image segmentation and labeling system using fuzzy clustering algorithms.
IEEE Trans. Syst. Man Cybern. Part B, 2002

Tracking Objects Using Recovered Physical Motion Parameters.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Recovering Elastic Property of Soft Tissues Using 2D Image Sequences With Limited Range Data.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A constrained genetic approach for reconstructing Young's modulus of elastic objects from boundary displacement measurements.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001
Comparison of edge detection algorithms using a structure from motion task.
IEEE Trans. Syst. Man Cybern. Part B, 2001

Fusion of physically-based registration and deformation modeling for nonrigid motion analysis.
IEEE Trans. Image Process., 2001

Matching point features under small nonrigid motion.
Pattern Recognit., 2001

Tracking Nonrigid Motion and Structure from 2D Satellite Cloud Images without Correspondences.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

A Simple Strategy for Calibrating the Geometry of Light Sources.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Software Toolkit for Teaching Image Processing.
Int. J. Pattern Recognit. Artif. Intell., 2001

Comparison of Edge Detector Performance through Use in an Object Recognition Task.
Comput. Vis. Image Underst., 2001

Automatic segmentation of non-enhancing brain tumors in magnetic resonance images.
Artif. Intell. Medicine, 2001

2000
Nonrigid Motion Analysis Based on Dynamic Refinement of Finite Element Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Knowledge-Guided Classification of Coastal Zone Color Images Off the West Florida Shelf.
Int. J. Pattern Recognit. Artif. Intell., 2000

A Method for Increasing Precision and Reliability of Elasticity Analysis in Complicated Burn Scar Cases.
Int. J. Pattern Recognit. Artif. Intell., 2000

Customizable MPEG-4 face player using real-time 2D image sequence.
Proceedings of the Proceedings Fifth IEEE Workshop on Applications of Computer Vision, 2000

Model-Based Nonrigid Motion Analysis Using Natural Feature Adaptive Mesh.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Finding Green River in SeaWiFS Satellite Images.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Framework of Integrating 2D Points and Curves for Tracking of 3D Nonrigid Motion and Structure.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Fluid Structure and Motion Analysis from Multi-spectrum 2D Cloud Image Sequences.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Multiscale Combination of Physically-Based Registration and Deformation Modeling.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Calibration of Light Sources.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Model-based force-driven nonrigid motion recovery from sequences of range images without point correspondences.
Image Vis. Comput., 1999

Extracting Nonrigid Motion and 3D Structure of Hurricanes from Satellite Image Sequences without Correspondences.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Comparison of Edge Detectors Using an Object Recognition Task.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
A Vision-Based Technique for Objective Assessment of Burn Scars.
IEEE Trans. Medical Imaging, 1998

Automatic Tumor Segmentation Using Knowledge-Based Clustering.
IEEE Trans. Medical Imaging, 1998

Dynamic-Scale Model Construction From Range Imagery.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Integrating Image Computation in Undergraduate Level Data-Structure Education.
Int. J. Pattern Recognit. Artif. Intell., 1998

Fast fuzzy clustering.
Fuzzy Sets Syst., 1998

Efficient Nonlinear Finite Element Modeling of Nonrigid Objects via Optimization of Mesh Models.
Comput. Vis. Image Underst., 1998

The Space Envelope: A Representation for 3D Scenes.
Comput. Vis. Image Underst., 1998

Segmenting nonenhancing brain tumors from normal tissues in magnetic resonance images.
Proceedings of the Medical Imaging 1998: Image Processing, 1998

Automatic brain tumor segmentation.
Proceedings of the Medical Imaging 1998: Image Processing, 1998

Model-based Nonrigid Motion Recovery from Sequences of Range Images without Point Correspondences.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Tracking of Nonrigid Motion and 3D Structure from 2D Image Sequences without Correspondences.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

A Qualitative Expert System for Clinical Trial Assignment.
Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, 1998

An Objective Comparison Methodology of Edge Detection Algorithms Using a Structure from Motion Task.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1996
Recognizing object function through reasoning about partial shape descriptions and dynamic physical properties.
Proc. IEEE, 1996

An Experimental Comparison of Range Image Segmentation Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Knowledge-based classification of CZCS images and monitoring of red tides off the west Florida shelf.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Model based estimation of point correspondences between boundaries undergoing nonrigid motion [digital mammography application].
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Recovery of Global Nonrigid Motion - Based Approach Without Point Correspondences.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995
The Use of Three- and Four-Dimensional Surface Harmonics for Rigid and Nonrigid Shape Recovery and Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

On Recovering Hyperquadrics from Range Data.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Extracting a Valid Boundary Representation from a Segmented Range Image.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Using Fuzzy Information in Knowledge Guided Segmentation of Brain Tumors.
Proceedings of the Fuzzy Logic in Artificial Intelligence, 1995

Structure and Semi-Fluid Motion Analysis of Stereoscopic Satellite Images for Cloud Tracking.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1994
Automatic tracking of SPAMM grid and the estimation of deformation parameters from cardiac MR images.
IEEE Trans. Medical Imaging, 1994

Estimating non-rigid motion from point and line correspondences.
Pattern Recognit. Lett., 1994

Parallel algorithms for circle detection in images.
Pattern Recognit., 1994

Motion estimation from scaled orthographic projections without correspondences.
Image Vis. Comput., 1994

A methodology for evaluating range image segmentation techniques.
Proceedings of Second IEEE Workshop on Applications of Computer Vision, 1994

A robust technique for the estimation of the deformable hyperquadrics from images.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Knowledge based (re-)clustering.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Determination of motion parameters and estimation of point correspondences in small nonrigid deformations.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993
Knowledge-based classification and tissue labeling of MR images of human brain.
IEEE Trans. Medical Imaging, 1993

Adaptive-Size Meshes for Rigid and Nonrigid Shape Analysis and Synthesis.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

The Scale Space Aspect Graph.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Analysis of Intensity and Range Image Sequences Using Adaptive-Size Meshes.
J. Vis. Commun. Image Represent., 1993

Using hyperquadrics for shape recovery from range data.
Proceedings of the Fourth International Conference on Computer Vision, 1993

1992
Matching and motion estimation of three-dimensional point and line sets using eigenstructure without correspondences.
Pattern Recognit., 1992

Curvature-based nonrigid motion analysis from three-dimensional correspondences.
Int. J. Imaging Syst. Technol., 1992

Point correspondence recovery in non-rigid motion.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

Adaptive-size physically-based models for nonrigid motion analysis.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
Motion analysis and epicardial deformation estimation from angiography data.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1990
Terrain analysis from curvature profiles.
Int. J. Imaging Syst. Technol., 1990

1989
A Curvature-Based Approach to Terrain Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

1988
Motion analysis of nonrigid surfaces.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

Feature extraction and terrain matching.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988


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