Skip to content

Dmitry B. Goldgof

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

114

Venues

22

Active years

1988–2025

Best venue rank

A*

Where they publish

Papers

114 indexed papers, newest first.

YearVenueTitleAuthors
2025CBMSAutomated Deep Learning Approach for Post-Operative Neonatal Pain Detection and Prediction Through Physiological Signals.Jacqueline Hausmann, Jiayi Wang, Marcia Kneusel, Stephanie Prescott, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2025CBMSFew-Shot Prompting with Vision Language Model for Pain Classification in Infant Cry Sounds.Anthony McCofie, Abhiram Kandiyana, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2024CBMSEnhancing Concept-Based Explanation with Vision-Language Models.Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2024CBMSActive Prompting of Vision Language Models for Human-in-the-loop Classification and Explanation of Microscopy Images.Abhiram Kandiyana, Peter R. Mouton, Lawrence O. Hall, Dmitry B. Goldgof
2024CBMSAnonymized Identity Tracking: Privacy Preserving Facial Encoding.Manas Sanjay Pakalapati, Dmitry B. Goldgof, Lawrence O. Hall, Ghada Zamzmi
2023CBMSUnsupervised Prostate Cancer Histopathology Image Segmentation via Meta-Learning.Nikolai Fetisov, Lawrence O. Hall, Dmitry B. Goldgof, Matthew B. Schabath
2023CBMSEnhancing Neonatal Pain Assessment Transparency via Explanatory Training Examples Identification.Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2023CBMSMIMO YOLO - A Multiple Input Multiple Output Model for Automatic Cell Counting.Hunter Morera, Palak Dave, Saeed S. Alahmari, Yaroslav Kolinko, Lawrence O. Hall, Dmitry B. Goldgof, Peter R. Mouton
2022MICCAIAttentional Generative Multimodal Network for Neonatal Postoperative Pain Estimation.Md Sirajus Salekin, Ghada Zamzmi, Dmitry B. Goldgof, Peter R. Mouton, Kanwaljeet J. S. Anand, Terri Ashmeade, Stephanie Prescott, Yangxin Huang, Yu Sun
2021SMCPattern Recognition in Vital Signs Using Spectrograms.Sidharth Srivatsav Sribhashyam, Md Sirajus Salekin, Dmitry B. Goldgof, Ghada Zamzmi, Mark Last, Yu Sun
2019HSIA Dual-Task Interference Game-Based Experimental Framework for Comparing the Usability of Authentication Methods.Jean-Baptiste Subils, Joseph Perez, Peiwei Liu, Shamaria Engram, Cagri Cetin, Dmitry B. Goldgof, Natalie C. Ebner, Daniela Oliveira, Jay Ligatti
2019IJCNNPain Assessment From Facial Expression: Neonatal Convolutional Neural Network (N-CNN).Ghada Zamzmi, Rahul Paul, Dmitry B. Goldgof, Rangachar Kasturi, Yu Sun
2019SMCNeuroimaging Based Survival Time Prediction of GBM Patients Using CNNs from Small Data.Kaoutar Ben Ahmed, Lawrence O. Hall, Renhao Liu, Robert A. Gatenby, Dmitry B. Goldgof
2019SMCAutomatic Cell Counting using Active Deep Learning and Unbiased Stereology.Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2019SMCMulti-Channel Neural Network for Assessing Neonatal Pain from Videos.Md Sirajus Salekin, Ghada Zamzmi, Dmitry B. Goldgof, Rangachar Kasturi, Thao Ho, Yu Sun
2019SACCoauthentication.Jay Ligatti, Cagri Cetin, Shamaria Engram, Jean-Baptiste Subils, Dmitry B. Goldgof
2018ICMLAIterative Deep Learning Based Unbiased Stereology with Human-in-the-Loop.Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Palak Dave, Hady Ahmady Phoulady, Peter R. Mouton
2018IJCNNPredicting Nodule Malignancy using a CNN Ensemble Approach.Rahul Paul, Lawrence O. Hall, Dmitry B. Goldgof, Matthew B. Schabath, Robert J. Gillies
2018IJCNNRepresentation of Deep Features using Radiologist defined Semantic Features.Rahul Paul, Ying Liu, Qian Li, Lawrence O. Hall, Dmitry B. Goldgof, Yoganand Balagurunathan, Matthew B. Schabath, Robert J. Gillies
2017SMCSynthetic minority image over-sampling technique: How to improve AUC for glioblastoma patient survival prediction.Renhao Liu, Lawrence O. Hall, Kevin W. Bowyer, Dmitry B. Goldgof, Robert A. Gatenby, Kaoutar Ben Ahmed
2017SMCFinding label noise examples in large scale datasets.Ekambaram Rajmadhan, Dmitry B. Goldgof, Lawrence O. Hall
2016ICIPAutomatic quantification and classification of cervical cancer via Adaptive Nucleus Shape Modeling.Hady Ahmady Phoulady, Mu Zhou, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2016ICPRAn approach for automated multimodal analysis of infants' pain.Ghada Zamzmi, Chih-Yun Pai, Dmitry B. Goldgof, Rangachar Kasturi, Terri Ashmeade, Yu Sun
2016IJCNNExploring deep features from brain tumor magnetic resonance images via transfer learning.Renhao Liu, Lawrence O. Hall, Dmitry B. Goldgof, Mu Zhou, Robert A. Gatenby, Kaoutar Ben Ahmed
2016SMCImproving malignancy prediction through feature selection informed by nodule size ranges in NLST.Dmitry Cherezov, Samuel H. Hawkins, Dmitry B. Goldgof, Lawrence O. Hall, Yoganand Balagurunathan, Robert J. Gillies, Matthew B. Schabath
2016SMCA quantitative histogram-based approach to predict treatment outcome for Soft Tissue Sarcomas using pre- and post-treatment MRIs.Hamidreza Farhidzadeh, Dmitry B. Goldgof, Lawrence O. Hall, Jacob G. Scott, Robert A. Gatenby, Robert J. Gillies, Meera Raghavan
2016SMCCombining deep neural network and traditional image features to improve survival prediction accuracy for lung cancer patients from diagnostic CT.Rahul Paul, Samuel H. Hawkins, Lawrence O. Hall, Dmitry B. Goldgof, Robert J. Gillies
2015FGPain assessment in infants: Towards spotting pain expression based on infants' facial strain.Ghada Zamzmi, Gabriel Ruiz, Dmitry B. Goldgof, Rangachar Kasturi, Yu Sun, Terri Ashmeade
2015SMCCorrelation Based Random Subspace Ensembles for Predicting Number of Axillary Lymph Node Metastases in Breast DCE-MRI Tumors.Baishali Chaudhury, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies, Jennifer S. Drukteinis
2015SMCTexture Feature Analysis to Predict Metastatic and Necrotic Soft Tissue Sarcomas.Hamidreza Farhidzadeh, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies, Meera Raghavan
2015SMCA Robust Approach for Automated Lung Segmentation in Thoracic CT.Hailing Zhou, Dmitry B. Goldgof, Samuel H. Hawkins, Lei Wei, Ying Liu, Douglas C. Creighton, Robert J. Gillies, Lawrence O. Hall, Saeid Nahavandi
2014ICPROptical Flow Based Expression Suppression in Video.Jesse Brizzi, Dmitry B. Goldgof, Sudeep Sarkar, Matthew Shreve
2014ICPRPerformance Evaluation of Neuromorphic-Vision Object Recognition Algorithms.Rangachar Kasturi, Dmitry B. Goldgof, Ekambaram Rajmadhan, Gill A. Pratt, Eric Krotkov, Douglas Hackett, Yang Ran, Qinfen Zheng, Rajeev Sharma, Mark Anderson, Mark Peot, Mario Aguilar, Deepak Khosla, Yang Chen, Kyungnam Kim, Lior Elazary, Randolph C. Voorhies, Daniel F. Parks, Laurent Itti
2014ICPRExploring Brain Tumor Heterogeneity for Survival Time Prediction.Mu Zhou, Lawrence O. Hall, Dmitry B. Goldgof
2014SMCUsing features from tumor subregions of breast DCE-MRI for estrogen receptor status prediction.Baishali Chaudhury, Mu Zhou, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies, Jennifer S. Drukteinis
2014SMCExperiments with large ensembles for segmentation and classification of cervical cancer biopsy images.Hady Ahmady Phoulady, Baishali Chaudhury, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton, Ardeshir Hakam, Erin M. Siegel
2013CVPRContinuous 3D Face Authentication Using RGB-D Cameras.Maurcio Pamplona Segundo, Sudeep Sarkar, Dmitry B. Goldgof, Luciano Silva, Olga Regina Pereira Bellon
2013ICIAPAn Ensemble Algorithm Framework for Automated Stereology of Cervical Cancer.Baishali Chaudhury, Hady Ahmady Phoulady, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton, Ardeshir Hakam, Erin M. Siegel
2013ICIAPDetection of the Vanishing Line of the Ocean Surface from Pairs of Scale-Invariant Keypoints.Sergiy Fefilatyev, Matthew Shreve, Dmitry B. Goldgof
2013SMCEffect of Texture Features in Computer Aided Diagnosis of Pulmonary Nodules in Low-Dose Computed Tomography.Henry Krewer, Benjamin Geiger, Lawrence O. Hall, Dmitry B. Goldgof, Yuhua Gu, Melvyn Tockman, Robert J. Gillies
2013SMCA Texture Feature Ranking Model for Predicting Survival Time of Brain Tumor Patients.Mu Zhou, Lawrence O. Hall, Dmitry B. Goldgof, Robert A. Gatenby, Robert J. Gillies
2012CBMSA novel algorithm for automated counting of stained cells on thick tissue sections.Baishali Chaudhury, Kurt Kramer, Daniel Elozory, Gerry Hernandez, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2012ICPRLabel-noise reduction with support vector machines.Sergiy Fefilatyev, Matthew Shreve, Kurt Kramer, Lawrence O. Hall, Dmitry B. Goldgof, Rangachar Kasturi, Kendra Daly, Andrew Remsen, Horst Bunke
2011CAIPEvaluation of Facial Reconstructive Surgery on Patients with Facial Palsy Using Optical Strain.Matthew Shreve, Neeha Jain, Dmitry B. Goldgof, Sudeep Sarkar, Walter G. Kropatsch, Chieh-Han John Tzou, Manfred Frey
2011CIDMIncreased classification accuracy and speedup through pair-wise feature selection for support vector machines.Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Andrew Remsen
2011ICDMDetection of Anomalous Particles from the Deepwater Horizon Oil Spill Using the SIPPER3 Underwater Imaging Platform.Sergiy Fefilatyev, Kurt Kramer, Lawrence O. Hall, Dmitry B. Goldgof, Rangachar Kasturi, Andrew Remsen, Kendra Daly
2011SMCDeveloping a classifier model for lung tumors in CT-scan images.Satrajit Basu, Lawrence O. Hall, Dmitry B. Goldgof, Yuhua Gu, Virendra Kumar, Jung Choi, Robert J. Gillies, Robert A. Gatenby
2011SMCProcedure for stability analysis of gene selection from cross-site gene expression data.John N. Korecki, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich
2010ICPRDetecting Wires in Cluttered Urban Scenes Using a Gaussian Model.Joshua Candamo, Dmitry B. Goldgof, Rangachar Kasturi, Sridhar Godavarthy
2010ICPRTracking Ships from Fast Moving Camera through Image Registration.Sergiy Fefilatyev, Dmitry B. Goldgof, Chad Lembke
2010ICPRModeling Facial Skin Motion Properties in Video and Its Application to Matching Faces across Expressions.Vasant Manohar, Matthew Shreve, Dmitry B. Goldgof, Sudeep Sarkar
2010SMCFiltering for improved gene selection on microarray data.Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich
2010SMCEvaluating scalable fuzzy clustering.Yuhua Gu, Lawrence O. Hall, Dmitry B. Goldgof
2009SMCAutomatic Red Tide Detection from MODIS Satellite Images.Weijian Cheng, Lawrence O. Hall, Dmitry B. Goldgof, Chuanmin Hu, Inia M. Soto
2009WACVTowards macro- and micro-expression spotting in video using strain patterns.Matthew Shreve, Sridhar Godavarthy, Vasant Manohar, Dmitry B. Goldgof, Sudeep Sarkar
2008ICPRWire detection in low-altitude, urban, and low-quality video frames.Joshua Candamo, Dmitry B. Goldgof
2008ICPRDetection and tracking of marine vehicles in video.Sergiy Fefilatyev, Dmitry B. Goldgof
2008ICPRHow effective is human video surveillance performance?Rangachar Kasturi, Noah Sulman, Thomas A. Sanocki, Dmitry B. Goldgof
2008ICPRFinite element modeling of facial deformation in videos for computing strain pattern.Vasant Manohar, Matthew Shreve, Dmitry B. Goldgof, Sudeep Sarkar
2008ICPRA new edge-based text verification approach for video.Jing Zhang, Dmitry B. Goldgof, Rangachar Kasturi
2008SMCFeature selection for microarray data by AUC analysis.Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich
2007SMCClinical deployment of a medical expert system to increase accruals for clinical trials: Challenges.Sergiy Fefilatyev, Tim V. Ivanovskiy, Lawrence O. Hall, Dmitry B. Goldgof, Shibendra S. Pobi, Halina Greenstien, Amit P. Pathak, Christopher R. Garret
2007SMCA fuzzy c means variant for clustering evolving data streams.Prodip Hore, Lawrence O. Hall, Dmitry B. Goldgof
2007WACVFacial Strain Pattern as a Soft Forensic Evidence.Vasant Manohar, Dmitry B. Goldgof, Sudeep Sarkar, Yong Zhang
2007WACV3D Finite Element Modeling of Nonrigid Breast Deformation for Feature Registration in -ray and MR Images.Yong Zhang, Yan Qiu, Dmitry B. Goldgof, Sudeep Sarkar, Lihua Li
2006ACCVPerformance Evaluation of Object Detection and Tracking in Video.Vasant Manohar, Padmanabhan Soundararajan, Harish Raju, Dmitry B. Goldgof, Rangachar Kasturi, John S. Garofolo
2006DASPerformance Evaluation of Text Detection and Tracking in Video.Vasant Manohar, Padmanabhan Soundararajan, Matthew Boonstra, Harish Raju, Dmitry B. Goldgof, Rangachar Kasturi, John S. Garofolo
2006ICMLAHorizon Detection Using Machine Learning Techniques.Sergiy Fefilatyev, Volha Smarodzinava, Lawrence O. Hall, Dmitry B. Goldgof
2006ICPRMining for Implications in Medical Data.Cindy L. Bethel, Lawrence O. Hall, Dmitry B. Goldgof
2006ICPRDetection of SpiralWaves in Video.Valentina N. Korzhova, Dmitry B. Goldgof, Grigori M. Sisoev
2006SMCA Cluster Ensemble Framework for Large Data sets.Prodip Hore, Lawrence O. Hall, Dmitry B. Goldgof
2005ICDMBit Reduction Support Vector Machine.Tong Luo, Lawrence O. Hall, Dmitry B. Goldgof, Andrew Remsen
2005SMCSequence tolerant segmentation system of brain MRI.Yuhua Gu, Lawrence O. Hall, Dmitry B. Goldgof, Parag M. Kanade, F. Reed Murtagh
2004CBMSUsing Probabilistic Methods to Optimize Data Entry in Accrual of Patients to Clinical Trials.Bhavesh D. Goswami, Lawrence O. Hall, Dmitry B. Goldgof, Eugene Fink, Jeffrey P. Krischer
2004CVPRSignificance of Elastic Properties in Physics-Based Nonrigid Motion Modeling, A Numerical Sensitivity Analysis.Yong Zhang, Dmitry B. Goldgof, Sudeep Sarkar
2004ICPRActive Learning to Recognize Multiple Types of Plankton.Tong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, Thomas Hopkins
2004ICPRElastic Face, An Anatomy-Based Biometrics Beyond Visible Cue.Yong Zhang, Sangeeta J. Kundu, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap
2003CVPRTowards Perceptual Interface for Visualization Navigation of Large Data Sets.Min C. Shin, Leonid V. Tsap, Dmitry B. Goldgof
2003SMCExperiments on the automated selection of patients for clinical trials.Eugene Fink, Lawrence O. Hall, Dmitry B. Goldgof, Bhavesh D. Goswami, Matthew Boonstra, Jeffrey P. Krischer
2003SMCLearning to recognize plankton.Tong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, Thomas Hopkins
2003SMCAn expert system for evaluating risk in type-1 diabetes.Lavanya Nallamshetty, Steven Eschrich, David Cuthbertson, Jamie Malloy, Dmitry B. Goldgof, Angela M. Alexander, Massimo Trucco, Jorma Ilonen, Hans K. Akerblom, Jeffrey P. Krischer
2002CECA constrained genetic approach for reconstructing Young's modulus of elastic objects from boundary displacement measurements.Yong Zhang, Lawrence O. Hall, Dmitry B. Goldgof, Sudeep Sarkar
2002ICPRRecovering Elastic Property of Soft Tissues Using 2D Image Sequences With Limited Range Data.Yong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Min C. Shin
2002ICPRTracking Objects Using Recovered Physical Motion Parameters.Yong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap
2000CVPRCalibration of Light Sources.Mark W. Powell, Sudeep Sarkar, Dmitry B. Goldgof
2000CVPRMultiscale Combination of Physically-Based Registration and Deformation Modeling.Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar
2000CVPRFluid Structure and Motion Analysis from Multi-spectrum 2D Cloud Image Sequences.Lin Zhou, Chandra Kambhamettu, Dmitry B. Goldgof
2000ICPRFramework of Integrating 2D Points and Curves for Tracking of 3D Nonrigid Motion and Structure.Min C. Shin, Ramprasad Balasubramanian, Dmitry B. Goldgof, Carlos Kim
2000ICPRFinding Green River in SeaWiFS Satellite Images.Wensheng Yao, Lawrence O. Hall, Dmitry B. Goldgof, Frank E. Mller-Karger
2000ICPRModel-Based Nonrigid Motion Analysis Using Natural Feature Adaptive Mesh.Yong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap
2000WACVCustomizable MPEG-4 face player using real-time 2D image sequence.Min C. Shin, Dmitry B. Goldgof, Carlos Kim, Jialin Zhong, Dongbai Guo
1999CVPRComparison of Edge Detectors Using an Object Recognition Task.Min C. Shin, Dmitry B. Goldgof, Kevin W. Bowyer
1999CVPRExtracting Nonrigid Motion and 3D Structure of Hurricanes from Satellite Image Sequences without Correspondences.Lin Zhou, Chandra Kambhamettu, Dmitry B. Goldgof
1998CVPRAn Objective Comparison Methodology of Edge Detection Algorithms Using a Structure from Motion Task.Min C. Shin, Dmitry B. Goldgof, Kevin W. Bowyer
1998CVPRNonrigid Motion Analysis Based on Dynamic Refinement of Finite Element Models.Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar
1998FlAIRSA Qualitative Expert System for Clinical Trial Assignment.Sanjukta Bhanja, Lynn M. Fletcher-Heath, Lawrence O. Hall, Dmitry B. Goldgof, Jeffrey P. Krischer
1998ICIPTracking of Nonrigid Motion and 3D Structure from 2D Image Sequences without Correspondences.Ramprasad Balasubramanian, Dmitry B. Goldgof, Chandra Kambhamettu
1998ICIPModel-based Nonrigid Motion Recovery from Sequences of Range Images without Point Correspondences.Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar
1996CVPRRecovery of Global Nonrigid Motion - Based Approach Without Point Correspondences.Senthil Kumar, Dmitry B. Goldgof
1996ICIPModel based estimation of point correspondences between boundaries undergoing nonrigid motion [digital mammography application].Senthil Kumar, Chandra Kambhamettu, Dmitry B. Goldgof, Maha Sallam
1996ICPRKnowledge-based classification of CZCS images and monitoring of red tides off the west Florida shelf.Mingrui Zhang, Lawrence O. Hall, Dmitry B. Goldgof
1995ICCVStructure and Semi-Fluid Motion Analysis of Stereoscopic Satellite Images for Cloud Tracking.Kannappan Palaniappan, Chandra Kambhamettu, Frederick Hasler, Dmitry B. Goldgof
1995IJCAIUsing Fuzzy Information in Knowledge Guided Segmentation of Brain Tumors.Matthew C. Clark, Lawrence O. Hall, Dmitry B. Goldgof, Martin L. Silbiger
1994CVPRDetermination of motion parameters and estimation of point correspondences in small nonrigid deformations.Chandra Kambhamettu, Dmitry B. Goldgof, Matthew He
1994ICPRKnowledge based (re-)clustering.Matthew C. Clark, Lawrence O. Hall, Chunlin Li, Dmitry B. Goldgof
1994ICPRA robust technique for the estimation of the deformable hyperquadrics from images.Senthil Kumar, Dmitry B. Goldgof
1994WACVA methodology for evaluating range image segmentation techniques.Adam W. Hoover, Gillian Jean-Baptiste, Dmitry B. Goldgof, Kevin W. Bowyer
1993ICCVUsing hyperquadrics for shape recovery from range data.Song Han, Dmitry B. Goldgof, Kevin W. Bowyer
1992CVPRThe scale space aspect graph.David W. Eggert, Kevin W. Bowyer, Charles R. Dyer, Henrik I. Christensen, Dmitry B. Goldgof
1992CVPRAdaptive-size physically-based models for nonrigid motion analysis.Wen-Chen Huang, Dmitry B. Goldgof
1992CVPRPoint correspondence recovery in non-rigid motion.Chandra Kambhamettu, Dmitry B. Goldgof
1991CVPRMotion analysis and epicardial deformation estimation from angiography data.Sanjoy K. Mishra, Dmitry B. Goldgof, Thomas S. Huang
1988CVPRFeature extraction and terrain matching.Dmitry B. Goldgof, Thomas S. Huang, Hua Lee
1988CVPRMotion analysis of nonrigid surfaces.Dmitry B. Goldgof, Hua Lee, Thomas S. Huang