Dmitry B. Goldgof

262 papers A* 18A 5B 74C 4Misc 2Journal 98Unranked 58

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Active Prompt Tuning Enables GPT-4O to do Efficient Classification of Microscopy Images. ISBI Abhiram Kandiyana, Peter R. Mouton, Yaroslav Kolinko, Lawrence O. Hall, Dmitry B. Goldgof
2025	B	`conf`	Automated Deep Learning Approach for Post-Operative Neonatal Pain Detection and Prediction Through Physiological Signals. CBMS Jacqueline Hausmann, Jiayi Wang, Marcia Kneusel, Stephanie Prescott, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2025	J	`jnl`	Explainable AI for Medical Data: Current Methods, Limitations, and Future Directions. ACM Comput. Surv. Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Md Sirajus Salekin, Yu Sun, Dmitry B. Goldgof
2025	B	`conf`	Few-Shot Prompting with Vision Language Model for Pain Classification in Infant Cry Sounds. CBMS Anthony McCofie, Abhiram Kandiyana, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2025	J	`jnl`	Towards AI-Driven Human-Machine Co-Teaming for Adaptive and Agile Cyber Security Operation Centers. CoRR Massimiliano Albanese, Xinming Ou, Kevin Lybarger, Daniel Lende, Dmitry B. Goldgof
2024	J	`jnl`	A Preliminary Study on Using Large Language Models in Software Pentesting. CoRR Shashwat Kumar, Francis Hahn, Xinming Ou, Dmitry B. Goldgof, Lawrence O. Hall, Jay Ligatti, S. Raj Rajagopalan, Armin Ziaie Tabari
2024	J	`jnl`	A Review of Nuclei Detection and Segmentation on Microscopy Images Using Deep Learning With Applications to Unbiased Stereology Counting. IEEE Trans. Neural Networks Learn. Syst. Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2024	J	`jnl`	Accurate Neonatal Face Detection for Improved Pain Classification in the Challenging NICU Setting. IEEE Access Jacqueline Hausmann, Md Sirajus Salekin, Ghada Zamzmi, Peter R. Mouton, Stephanie Prescott, Thao Ho, Yu Sun, Dmitry B. Goldgof
2024	J	`jnl`	Active Prompt Tuning Enables Gpt-40 To Do Efficient Classification Of Microscopy Images. CoRR Abhiram Kandiyana, Peter R. Mouton, Yaroslav Kolinko, Lawrence O. Hall, Dmitry B. Goldgof
2024	B	`conf`	Active Prompting of Vision Language Models for Human-in-the-loop Classification and Explanation of Microscopy Images. CBMS Abhiram Kandiyana, Peter R. Mouton, Lawrence O. Hall, Dmitry B. Goldgof
2024	B	`conf`	Anonymized Identity Tracking: Privacy Preserving Facial Encoding. CBMS Manas Sanjay Pakalapati, Dmitry B. Goldgof, Lawrence O. Hall, Ghada Zamzmi
2024	B	`conf`	Enhancing Concept-Based Explanation with Vision-Language Models. CBMS Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2024	—	`conf`	Explainable AI (XAI) for Neonatal Pain Assessment via Influence Function Modification. EMBC Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2024	J	`jnl`	Repeatability of Fine-Tuning Large Language Models Illustrated Using QLoRA. IEEE Access Saeed S. Alahmari, Lawrence O. Hall, Peter R. Mouton, Dmitry B. Goldgof
2023	B	`conf`	Enhancing Neonatal Pain Assessment Transparency via Explanatory Training Examples Identification. CBMS Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
2023	—	`conf`	MIMO U-Net: efficient cell segmentation and counting in microscopy image sequences. Digital and Computational Pathology Palak Dave, Yaroslav Kolinko, Hunter Morera, Kurtis Allen, Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2023	B	`conf`	MIMO YOLO - A Multiple Input Multiple Output Model for Automatic Cell Counting. CBMS Hunter Morera, Palak Dave, Saeed S. Alahmari, Yaroslav Kolinko, Lawrence O. Hall, Dmitry B. Goldgof, Peter R. Mouton
2023	B	`conf`	Unsupervised Prostate Cancer Histopathology Image Segmentation via Meta-Learning. CBMS Nikolai Fetisov, Lawrence O. Hall, Dmitry B. Goldgof, Matthew B. Schabath
2022	J	`jnl`	A Comprehensive and Context-Sensitive Neonatal Pain Assessment Using Computer Vision. IEEE Trans. Affect. Comput. Ghada Zamzmi, Chih-Yun Pai, Dmitry B. Goldgof, Rangachar Kasturi, Terri Ashmeade, Yu Sun
2022	J	`jnl`	Achieving Multisite Generalization for CNN-Based Disease Diagnosis Models by Mitigating Shortcut Learning. IEEE Access Kaoutar Ben Ahmed, Lawrence O. Hall, Dmitry B. Goldgof, Ryan Fogarty
2022	—	`conf`	Attentional Generative Multimodal Network for Neonatal Postoperative Pain Estimation. MICCAI (3) Md Sirajus Salekin, Ghada Zamzmi, Dmitry B. Goldgof, Peter R. Mouton, Kanwaljeet J. S. Anand, Terri Ashmeade, Stephanie Prescott, Yangxin Huang, Yu Sun
2022	B	`conf`	Classification of global microglia proliferation based on deep learning with local images. Image Processing Hunter Morera, Palak Dave, Yaroslav Kolinko, Kurtis Allen, Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2022	J	`jnl`	Reduction of Video Capsule Endoscopy Reading Times Using Deep Learning with Small Data. Algorithms Hunter Morera, Roshan Warman, Azubuogu Anudu, Chukwudumebi Uche, Ivana Radosavljevic, Nikhil Reddy, Ahan Kayastha, Niharika Baviriseaty, Rahul Mhaskar, Andrew A. Borkowski, Patrick Brady, Satish Singh, Gerard Mullin, José Lezama, Lawrence O. Hall, Dmitry B. Goldgof, Gitanjali Vidyarthi
2022	J	`jnl`	Robust Neonatal Face Detection in Real-world Clinical Settings. CoRR Jacqueline Hausmann, Md Sirajus Salekin, Ghada Zamzmi, Dmitry B. Goldgof, Yu Sun
2022	—	`conf`	Survival time prediction from unannotated lung cancer histopathology images. Digital and Computational Pathology Nikolai Fetisov, Lawrence O. Hall, Dmitry B. Goldgof, Matthew B. Schabath
2021	J	`jnl`	Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images Based on Confounders. CoRR Kaoutar Ben Ahmed, Lawrence O. Hall, Dmitry B. Goldgof, Gregory M. Goldgof, Rahul Paul
2021	—	`conf`	Deep radiomics: deep learning on radiomics texture images. Computer-Aided Diagnosis Rahul Paul, Sherzod Kariev, Dmitry Cherezov, Matthew B. Schabath, Robert J. Gillies, Lawrence O. Hall, Dmitry B. Goldgof
2021	J	`jnl`	Discovery of a Generalization Gap of Convolutional Neural Networks on COVID-19 X-Rays Classification. IEEE Access Kaoutar Ben Ahmed, Gregory M. Goldgof, Rahul Paul, Dmitry B. Goldgof, Lawrence O. Hall
2021	J	`jnl`	Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge. IEEE Trans. Medical Imaging Yoganand Balagurunathan, Andrew Beers, Michael F. McNitt-Gray, Lubomir M. Hadjiiski, Sandy Napel, Dmitry B. Goldgof, Gustavo Pérez, Pablo Arbeláez, Alireza Mehrtash, Tina Kapur, Ehwa Yang, Jung Won Moon, Gabriel Bernardino Perez, Ricard Delgado-Gonzalo, Mohammad Mehdi Farhangi, Amir A. Amini, Renkun Ni, Xue Feng, Aditya Bagari, Kiran Vaidhya, Benjamin Veasey, Wiem Safta, Hichem Frigui, Joseph Enguehard, Ali Gholipour, Laura Silvana Castillo, Laura Alexandra Daza, Paul F. Pinsky, Jayashree Kalpathy-Cramer, Keyvan Farahani
2021	J	`jnl`	Multimodal spatio-temporal deep learning approach for neonatal postoperative pain assessment. Comput. Biol. Medicine Md Sirajus Salekin, Ghada Zamzmi, Dmitry B. Goldgof, Rangachar Kasturi, Thao Ho, Yu Sun
2021	B	`conf`	Pattern Recognition in Vital Signs Using Spectrograms. SMC Sidharth Srivatsav Sribhashyam, Md Sirajus Salekin, Dmitry B. Goldgof, Ghada Zamzmi, Mark Last, Yu Sun
2021	J	`jnl`	Pattern Recognition in Vital Signs Using Spectrograms. CoRR Sidharth Srivatsav Sribhashyam, Md Sirajus Salekin, Dmitry B. Goldgof, Ghada Zamzmi, Yu Sun
2020	J	`jnl`	Challenges for the Repeatability of Deep Learning Models. IEEE Access Saeed S. Alahmari, Dmitry B. Goldgof, Peter R. Mouton, Lawrence O. Hall
2020	J	`jnl`	Convolutional Neural Network ensembles for accurate lung nodule malignancy prediction 2 years in the future. Comput. Biol. Medicine Rahul Paul, Matthew B. Schabath, Robert J. Gillies, Lawrence O. Hall, Dmitry B. Goldgof
2020	J	`jnl`	Finding Covid-19 from Chest X-rays using Deep Learning on a Small Dataset. CoRR Lawrence O. Hall, Rahul Paul, Dmitry B. Goldgof, Gregory M. Goldgof
2020	J	`jnl`	First Investigation Into the Use of Deep Learning for Continuous Assessment of Neonatal Postoperative Pain. CoRR Md Sirajus Salekin, Ghada Zamzmi, Dmitry B. Goldgof, Rangachar Kasturi, Thao Ho, Yu Sun
2020	B	`conf`	First Investigation into the Use of Deep Learning for Continuous Assessment of Neonatal Postoperative Pain. FG Md Sirajus Salekin, Ghada Zamzmi, Dmitry B. Goldgof, Rangachar Kasturi, Thao Ho, Yu Sun
2020	J	`jnl`	Gaze-based classification of autism spectrum disorder. Pattern Recognit. Lett. Diego Fabiano, Shaun J. Canavan, Heather Agazzi, Saurabh Hinduja, Dmitry B. Goldgof
2020	—	`conf`	Mitigating Adversarial Attacks on Medical Image Understanding Systems. ISBI Rahul Paul, Matthew B. Schabath, Robert J. Gillies, Lawrence O. Hall, Dmitry B. Goldgof
2020	J	`jnl`	Multimodal Spatio-Temporal Deep Learning Approach for Neonatal Postoperative Pain Assessment. CoRR Md Sirajus Salekin, Ghada Zamzmi, Dmitry B. Goldgof, Rangachar Kasturi, Thao Ho, Yu Sun
2019	C	`conf`	A Dual-Task Interference Game-Based Experimental Framework for Comparing the Usability of Authentication Methods. HSI Jean-Baptiste Subils, Joseph Perez, Peiwei Liu, Shamaria Engram, Cagri Cetin, Dmitry B. Goldgof, Natalie C. Ebner, Daniela Oliveira, Jay Ligatti
2019	B	`conf`	Automatic Cell Counting using Active Deep Learning and Unbiased Stereology. SMC Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2019	—	`conf`	Automatic pressure ulcer measurement using RGB-D data. Biomedical Applications in Molecular, Structural, and Functional Imaging Chih-Yun Pai, Hunter Morera, Sudeep Sarkar, Kimberly S. Hall, Linda J. Cowan, Peter A. Toyinbo, Matthew J. Peterson, Dmitry B. Goldgof
2019	Misc	`conf`	Coauthentication. SAC Jay Ligatti, Cagri Cetin, Shamaria Engram, Jean-Baptiste Subils, Dmitry B. Goldgof
2019	J	`jnl`	Convolutional Neural Networks for Neonatal Pain Assessment. IEEE Trans. Biom. Behav. Identity Sci. Ghada Zamzmi, Rahul Paul, Md Sirajus Salekin, Dmitry B. Goldgof, Rangachar Kasturi, Thao Ho, Yu Sun
2019	J	`jnl`	Harnessing the Power of Deep Learning Methods in Healthcare: Neonatal Pain Assessment from Crying Sound. CoRR Md Sirajus Salekin, Ghada Zamzmi, Rahul Paul, Dmitry B. Goldgof, Rangachar Kasturi, Thao Ho, Yu Sun
2019	J	`jnl`	Iterative Deep Learning Based Unbiased Stereology With Human-in-the-Loop. CoRR Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Palak Dave, Hady Ahmady Phoulady, Peter R. Mouton
2019	B	`conf`	Multi-Channel Neural Network for Assessing Neonatal Pain from Videos. SMC Md Sirajus Salekin, Ghada Zamzmi, Dmitry B. Goldgof, Rangachar Kasturi, Thao Ho, Yu Sun
2019	J	`jnl`	Multi-Channel Neural Network for Assessing Neonatal Pain from Videos. CoRR Md Sirajus Salekin, Ghada Zamzmi, Dmitry B. Goldgof, Rangachar Kasturi, Thao Ho, Yu Sun
2019	B	`conf`	Neuroimaging Based Survival Time Prediction of GBM Patients Using CNNs from Small Data. SMC Kaoutar Ben Ahmed, Lawrence O. Hall, Renhao Liu, Robert A. Gatenby, Dmitry B. Goldgof
2019	B	`conf`	Pain Assessment From Facial Expression: Neonatal Convolutional Neural Network (N-CNN). IJCNN Ghada Zamzmi, Rahul Paul, Dmitry B. Goldgof, Rangachar Kasturi, Yu Sun
2019	—	`conf`	SQL-Identifier Injection Attacks. CNS Cagri Cetin, Dmitry B. Goldgof, Jay Ligatti
2019	—	`conf`	Towards deep radiomics: nodule malignancy prediction using CNNs on feature images. Computer-Aided Diagnosis Rahul Paul, Dmitry Cherezov, Matthew B. Schabath, Robert J. Gillies, Lawrence O. Hall, Dmitry B. Goldgof
2018	J	`jnl`	A method to Suppress Facial Expression in Posed and Spontaneous Videos. CoRR Ghada Zamzmi, Gabriel Ruiz, Matthew Shreve, Dmitry B. Goldgof, Rangachar Kasturi, Sudeep Sarkar
2018	J	`jnl`	Delta Radiomics Improves Pulmonary Nodule Malignancy Prediction in Lung Cancer Screening. IEEE Access Saeed S. Alahmari, Dmitry Cherezov, Dmitry B. Goldgof, Lawrence O. Hall, Robert J. Gillies, Matthew B. Schabath
2018	J	`jnl`	Infants' Pain Recognition Based on Facial Expression: Dynamic Hybrid Descriptions. IEICE Trans. Inf. Syst. Ruicong Zhi, Ghada Zamzmi, Dmitry B. Goldgof, Terri Ashmeade, Tingting Li, Yu Sun
2018	C	`conf`	Iterative Deep Learning Based Unbiased Stereology with Human-in-the-Loop. ICMLA Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Palak Dave, Hady Ahmady Phoulady, Peter R. Mouton
2018	J	`jnl`	Neonatal Pain Expression Recognition Using Transfer Learning. CoRR Ghada Zamzmi, Dmitry B. Goldgof, Rangachar Kasturi, Yu Sun
2018	B	`conf`	Predicting Nodule Malignancy using a CNN Ensemble Approach. IJCNN Rahul Paul, Lawrence O. Hall, Dmitry B. Goldgof, Matthew B. Schabath, Robert J. Gillies
2018	B	`conf`	Representation of Deep Features using Radiologist defined Semantic Features. IJCNN Rahul Paul, Ying Liu, Qian Li, Lawrence O. Hall, Dmitry B. Goldgof, Yoganand Balagurunathan, Matthew B. Schabath, Robert J. Gillies
2018	—	`conf`	Stability of deep features across CT scanners and field of view using a physical phantom. Computer-Aided Diagnosis Rahul Paul, Muhammad Shafiq-ul-Hassan, Eduardo G. Moros, Robert J. Gillies, Lawrence O. Hall, Dmitry B. Goldgof
2018	—	`conf`	Toward Ubiquitous Assessment of Neonates' Health Condition. UbiComp/ISWC Adjunct Ghada Zamzmi, Dmitry B. Goldgof, Rangachar Kasturi, Yu Sun
2017	J	`jnl`	A framework for nucleus and overlapping cytoplasm segmentation in cervical cytology extended depth of field and volume images. Comput. Medical Imaging Graph. Hady Ahmady Phoulady, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2017	—	`conf`	Automated Pain Assessment in Neonates. SCIA (2) Ghada Zamzmi, Chih-Yun Pai, Dmitry B. Goldgof, Rangachar Kasturi, Yu Sun, Terri Ashmeade
2017	B	`conf`	Finding label noise examples in large scale datasets. SMC Ekambaram Rajmadhan, Dmitry B. Goldgof, Lawrence O. Hall
2017	—	`conf`	Fine-tuning convolutional deep features for MRI based brain tumor classification. Computer-Aided Diagnosis Kaoutar Ben Ahmed, Lawrence O. Hall, Dmitry B. Goldgof, Renhao Liu, Robert A. Gatenby
2017	B	`conf`	Synthetic minority image over-sampling technique: How to improve AUC for glioblastoma patient survival prediction. SMC Renhao Liu, Lawrence O. Hall, Kevin W. Bowyer, Dmitry B. Goldgof, Robert A. Gatenby, Kaoutar Ben Ahmed
2016	J	`jnl`	A Comparison of Lung Nodule Segmentation Algorithms: Methods and Results from a Multi-institutional Study. J. Digit. Imaging Jayashree Kalpathy-Cramer, Binsheng Zhao, Dmitry B. Goldgof, Yuhua Gu, Xingwei Wang, Hao Yang, Yongqiang Tan, Robert J. Gillies, Sandy Napel
2016	—	`conf`	A new approach to detect and segment overlapping cells in multi-layer cervical cell volume images. ISBI Hady Ahmady Phoulady, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2016	B	`conf`	A quantitative histogram-based approach to predict treatment outcome for Soft Tissue Sarcomas using pre- and post-treatment MRIs. SMC Hamidreza Farhidzadeh, Dmitry B. Goldgof, Lawrence O. Hall, Jacob G. Scott, Robert A. Gatenby, Robert J. Gillies, Meera Raghavan
2016	J	`jnl`	Active cleaning of label noise. Pattern Recognit. Ekambaram Rajmadhan, Sergiy Fefilatyev, Matthew Shreve, Kurt Kramer, Lawrence O. Hall, Dmitry B. Goldgof, Rangachar Kasturi
2016	B	`conf`	An approach for automated multimodal analysis of infants' pain. ICPR Ghada Zamzmi, Chih-Yun Pai, Dmitry B. Goldgof, Rangachar Kasturi, Terri Ashmeade, Yu Sun
2016	B	`conf`	Automatic quantification and classification of cervical cancer via Adaptive Nucleus Shape Modeling. ICIP Hady Ahmady Phoulady, Mu Zhou, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2016	—	`conf`	Change descriptors for determining nodule malignancy in national lung screening trial CT screening images. Computer-Aided Diagnosis Benjamin Geiger, Samuel H. Hawkins, Lawrence O. Hall, Dmitry B. Goldgof, Yoganand Balagurunathan, Robert A. Gatenby, Robert J. Gillies
2016	—	`conf`	Classification of progression free survival with nasopharyngeal carcinoma tumors. Computer-Aided Diagnosis Hamidreza Farhidzadeh, Joo Y. Kim, Jacob G. Scott, Dmitry B. Goldgof, Lawrence O. Hall, Louis B. Harrison
2016	B	`conf`	Combining deep neural network and traditional image features to improve survival prediction accuracy for lung cancer patients from diagnostic CT. SMC Rahul Paul, Samuel H. Hawkins, Lawrence O. Hall, Dmitry B. Goldgof, Robert J. Gillies
2016	B	`conf`	Exploring deep features from brain tumor magnetic resonance images via transfer learning. IJCNN Renhao Liu, Lawrence O. Hall, Dmitry B. Goldgof, Mu Zhou, Robert A. Gatenby, Kaoutar Ben Ahmed
2016	B	`conf`	Improving malignancy prediction through feature selection informed by nodule size ranges in NLST. SMC Dmitry Cherezov, Samuel H. Hawkins, Dmitry B. Goldgof, Lawrence O. Hall, Yoganand Balagurunathan, Robert J. Gillies, Matthew B. Schabath
2016	J	`jnl`	Machine-based Multimodal Pain Assessment Tool for Infants: A Review. CoRR Ghada Zamzmi, Chih-Yun Pai, Dmitry B. Goldgof, Rangachar Kasturi, Yu Sun, Terri Ashmeade
2016	—	`conf`	Nucleus segmentation in histology images with hierarchical multilevel thresholding. Digital Pathology Hady Ahmady Phoulady, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2016	—	`conf`	Predicting Ki67% expression from DCE-MR images of breast tumors using textural kinetic features in tumor habitats. Computer-Aided Diagnosis Baishali Chaudhury, Mu Zhou, Hamidreza Farhidzadeh, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies, Robert J. Weinfurtner, Jennifer S. Drukteinis
2016	—	`conf`	Signal intensity analysis of ecological defined habitat in soft tissue sarcomas to predict metastasis development. Computer-Aided Diagnosis Hamidreza Farhidzadeh, Baishali Chaudhury, Jacob G. Scott, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies, Meera Raghavan
2015	B	`conf`	A Robust Approach for Automated Lung Segmentation in Thoracic CT. SMC Hailing Zhou, Dmitry B. Goldgof, Samuel H. Hawkins, Lei Wei, Ying Liu, Douglas C. Creighton, Robert J. Gillies, Lawrence O. Hall, Saeid Nahavandi
2015	B	`conf`	Correlation Based Random Subspace Ensembles for Predicting Number of Axillary Lymph Node Metastases in Breast DCE-MRI Tumors. SMC Baishali Chaudhury, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies, Jennifer S. Drukteinis
2015	—	`conf`	Decoding brain cancer dynamics: a quantitative histogram-based approach using temporal MRI. Computer-Aided Diagnosis Mu Zhou, Lawrence O. Hall, Dmitry B. Goldgof, Robin Russo, Robert J. Gillies, Robert A. Gatenby
2015	—	`conf`	Identifying metastatic breast tumors using textural kinetic features of a contrast based habitat in DCE-MRI. Computer-Aided Diagnosis Baishali Chaudhury, Mu Zhou, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies, Jennifer S. Drukteinis
2015	—	`conf`	Imbalanced learning for clinical survival group prediction of brain tumor patients. Computer-Aided Diagnosis Mu Zhou, Lawrence O. Hall, Dmitry B. Goldgof, Robert J. Gillies, Robert A. Gatenby
2015	B	`conf`	Pain assessment in infants: Towards spotting pain expression based on infants' facial strain. FG Ghada Zamzmi, Gabriel Ruiz, Dmitry B. Goldgof, Rangachar Kasturi, Yu Sun, Terri Ashmeade
2015	—	`conf`	Prediction of treatment outcome in soft tissue sarcoma based on radiologically defined habitats. Computer-Aided Diagnosis Hamidreza Farhidzadeh, Baishali Chaudhury, Mu Zhou, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies, Meera Raghavan
2015	B	`conf`	Texture Feature Analysis to Predict Metastatic and Necrotic Soft Tissue Sarcomas. SMC Hamidreza Farhidzadeh, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies, Meera Raghavan
2014	J	`jnl`	Automatic expression spotting in videos. Image Vis. Comput. Matthew Shreve, Jesse Brizzi, Sergiy Fefilatyev, Timur Luguev, Dmitry B. Goldgof, Sudeep Sarkar
2014	B	`conf`	Experiments with large ensembles for segmentation and classification of cervical cancer biopsy images. SMC Hady Ahmady Phoulady, Baishali Chaudhury, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton, Ardeshir Hakam, Erin M. Siegel
2014	B	`conf`	Exploring Brain Tumor Heterogeneity for Survival Time Prediction. ICPR Mu Zhou, Lawrence O. Hall, Dmitry B. Goldgof
2014	J	`jnl`	High-resolution 3D surface strain magnitude using 2D camera and low-resolution depth sensor. Pattern Recognit. Lett. Matthew Shreve, Mauricio Pamplona, Timur Luguev, Dmitry B. Goldgof, Sudeep Sarkar
2014	—	`conf`	New method for predicting estrogen receptor status utilizing breast MRI texture kinetic analysis. Computer-Aided Diagnosis Baishali Chaudhury, Lawrence O. Hall, Dmitry B. Goldgof, Robert A. Gatenby, Robert J. Gillies, Jennifer S. Drukteinis
2014	B	`conf`	Optical Flow Based Expression Suppression in Video. ICPR Jesse Brizzi, Dmitry B. Goldgof, Sudeep Sarkar, Matthew Shreve
2014	B	`conf`	Performance Evaluation of Neuromorphic-Vision Object Recognition Algorithms. ICPR 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
2014	J	`jnl`	Predicting Outcomes of Nonsmall Cell Lung Cancer Using CT Image Features. IEEE Access Samuel H. Hawkins, John N. Korecki, Yoganand Balagurunathan, Yuhua Gu, Virendra Kumar, Satrajit Basu, Lawrence O. Hall, Dmitry B. Goldgof, Robert A. Gatenby, Robert J. Gillies
2014	—	`conf`	Prediction of treatment response and metastatic disease in soft tissue sarcoma. Computer-Aided Diagnosis Hamidreza Farhidzadeh, Mu Zhou, Dmitry B. Goldgof, Lawrence O. Hall, Meera Raghavan, Robert A. Gatenby
2014	J	`jnl`	Special issue on depth image analysis. Pattern Recognit. Lett. Dmitry B. Goldgof, Xiaoyi Jiang, Olga Regina Pereira Bellon
2014	J	`jnl`	Test-Retest Reproducibility Analysis of Lung CT Image Features. J. Digit. Imaging Yoganand Balagurunathan, Virendra Kumar, Yuhua Gu, Jongphil Kim, Hua Wang, Ying Liu, Dmitry B. Goldgof, Lawrence O. Hall, René Korn, Binsheng Zhao, Lawrence H. Schwartz, Satrajit Basu, Steven Eschrich, Robert A. Gatenby, Robert J. Gillies
2014	B	`conf`	Using features from tumor subregions of breast DCE-MRI for estrogen receptor status prediction. SMC Baishali Chaudhury, Mu Zhou, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies, Jennifer S. Drukteinis
2013	B	`conf`	A Texture Feature Ranking Model for Predicting Survival Time of Brain Tumor Patients. SMC Mu Zhou, Lawrence O. Hall, Dmitry B. Goldgof, Robert A. Gatenby, Robert J. Gillies
2013	—	`ed.`	Advances in Depth Image Analysis and Applications - International Workshop, WDIA 2012, Tsukuba, Japan, November 11, 2012, Revised Selected and Invited Papers WDIA Xiaoyi Jiang, Olga Regina Pereira Bellon, Dmitry B. Goldgof, Takeshi Oishi
2013	—	`conf`	An Ensemble Algorithm Framework for Automated Stereology of Cervical Cancer. ICIAP (1) Baishali Chaudhury, Hady Ahmady Phoulady, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton, Ardeshir Hakam, Erin M. Siegel
2013	J	`jnl`	Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach. Pattern Recognit. Yuhua Gu, Virendra Kumar, Lawrence O. Hall, Dmitry B. Goldgof, Ching-Yen Li, René Korn, Claus Bendtsen, Emmanuel Rios Velazquez, Andre Dekker, Hugo J. W. L. Aerts, Philippe Lambin, Xiuli Li, Jie Tian, Robert A. Gatenby, Robert J. Gillies
2013	—	`conf`	Continuous 3D Face Authentication Using RGB-D Cameras. CVPR Workshops Maurício Pamplona Segundo, Sudeep Sarkar, Dmitry B. Goldgof, Luciano Silva, Olga Regina Pereira Bellon
2013	—	`conf`	Detection of the Vanishing Line of the Ocean Surface from Pairs of Scale-Invariant Keypoints. ICIAP (1) Sergiy Fefilatyev, Matthew Shreve, Dmitry B. Goldgof
2013	B	`conf`	Effect of Texture Features in Computer Aided Diagnosis of Pulmonary Nodules in Low-Dose Computed Tomography. SMC Henry Krewer, Benjamin Geiger, Lawrence O. Hall, Dmitry B. Goldgof, Yuhua Gu, Melvyn Tockman, Robert J. Gillies
2013	—	`conf`	Survival time prediction of patients with glioblastoma multiforme tumors using spatial distance measurement. Computer-Aided Diagnosis Mu Zhou, Lawrence O. Hall, Dmitry B. Goldgof, Robert J. Gillies, Robert A. Gatenby
2012	B	`conf`	A novel algorithm for automated counting of stained cells on thick tissue sections. CBMS Baishali Chaudhury, Kurt Kramer, Daniel Elozory, Gerry Hernandez, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
2012	J	`jnl`	Iterative Feature perturbation as a gene Selector for microarray Data. Int. J. Pattern Recognit. Artif. Intell. Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, John N. Korecki, Steven Eschrich
2012	B	`conf`	Label-noise reduction with support vector machines. ICPR Sergiy Fefilatyev, Matthew Shreve, Kurt Kramer, Lawrence O. Hall, Dmitry B. Goldgof, Rangachar Kasturi, Kendra Daly, Andrew Remsen, Horst Bunke
2012	—	`conf`	View-Invariant Method for Calculating 2D Optical Strain. WDIA Matthew Shreve, Sergiy Fefilatyev, Nestor Bonilla, Gerry Hernandez, Dmitry B. Goldgof, Sudeep Sarkar
2011	—	`conf`	Automatic location of microscopic focal planes for computerized stereology. Computer-Aided Diagnosis Daniel T. Elozory, Om Pavithra Bonam, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Osvaldo Mangual, Peter R. Mouton
2011	J	`jnl`	Convergence of the Single-Pass and Online Fuzzy C-Means Algorithms. IEEE Trans. Fuzzy Syst. Lawrence O. Hall, Dmitry B. Goldgof
2011	—	`conf`	Detection of Anomalous Particles from the Deepwater Horizon Oil Spill Using the SIPPER3 Underwater Imaging Platform. ICDM Workshops Sergiy Fefilatyev, Kurt Kramer, Lawrence O. Hall, Dmitry B. Goldgof, Rangachar Kasturi, Andrew Remsen, Kendra Daly
2011	B	`conf`	Developing a classifier model for lung tumors in CT-scan images. SMC Satrajit Basu, Lawrence O. Hall, Dmitry B. Goldgof, Yuhua Gu, Virendra Kumar, Jung Choi, Robert J. Gillies, Robert A. Gatenby
2011	—	`conf`	Evaluation of Facial Reconstructive Surgery on Patients with Facial Palsy Using Optical Strain. CAIP (1) Matthew Shreve, Neeha Jain, Dmitry B. Goldgof, Sudeep Sarkar, Walter G. Kropatsch, Chieh-Han John Tzou, Manfred Frey
2011	C	`conf`	Increased classification accuracy and speedup through pair-wise feature selection for support vector machines. CIDM Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Andrew Remsen
2011	B	`conf`	Macro- and micro-expression spotting in long videos using spatio-temporal strain. FG Matthew Shreve, Sridhar Godavarthy, Dmitry B. Goldgof, Sudeep Sarkar
2011	J	`jnl`	Model-Based Recovery of Fluid Flow Parameters from Video. Int. J. Pattern Recognit. Artif. Intell. Valentina N. Korzhova, Dmitry B. Goldgof, Grigori M. Sisoev
2011	B	`conf`	Procedure for stability analysis of gene selection from cross-site gene expression data. SMC John N. Korecki, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich
2011	—	`conf`	Toward automated quantification of biological microstructures using unbiased stereology. Computer-Aided Diagnosis Om Pavithra Bonam, Daniel Elozory, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Osvaldo Mangual, Peter R. Mouton
2010	B	`conf`	Detecting Wires in Cluttered Urban Scenes Using a Gaussian Model. ICPR Joshua Candamo, Dmitry B. Goldgof, Rangachar Kasturi, Sridhar Godavarthy
2010	B	`conf`	Evaluating scalable fuzzy clustering. SMC Yuhua Gu, Lawrence O. Hall, Dmitry B. Goldgof
2010	—	`conf`	Face recognition under camouflage and adverse illumination. BTAS Matthew Shreve, Vasant Manohar, Dmitry B. Goldgof, Sudeep Sarkar
2010	B	`conf`	Filtering for improved gene selection on microarray data. SMC Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich
2010	B	`conf`	Modeling Facial Skin Motion Properties in Video and Its Application to Matching Faces across Expressions. ICPR Vasant Manohar, Matthew Shreve, Dmitry B. Goldgof, Sudeep Sarkar
2010	B	`conf`	On convergence properties of the singlepass and online fuzzy c-means algorithm. FUZZ-IEEE Lawrence O. Hall, Dmitry B. Goldgof
2010	B	`conf`	Tracking Ships from Fast Moving Camera through Image Registration. ICPR Sergiy Fefilatyev, Dmitry B. Goldgof, Chad Lembke
2010	J	`jnl`	Understanding Transit Scenes: A Survey on Human Behavior-Recognition Algorithms. IEEE Trans. Intell. Transp. Syst. Joshua Candamo, Matthew Shreve, Dmitry B. Goldgof, Deborah B. Sapper, Rangachar Kasturi
2009	J	`jnl`	A Scalable Framework For Segmenting Magnetic Resonance Images. J. Signal Process. Syst. Prodip Hore, Lawrence O. Hall, Dmitry B. Goldgof, Yuhua Gu, Andrew Maudsley, Ammar Darkazanli
2009	J	`jnl`	A scalable framework for cluster ensembles. Pattern Recognit. Prodip Hore, Lawrence O. Hall, Dmitry B. Goldgof
2009	—	`conf`	Ant Clustering Using Ensembles of Partitions. MCS Yuhua Gu, Lawrence O. Hall, Dmitry B. Goldgof
2009	B	`conf`	Automatic Red Tide Detection from MODIS Satellite Images. SMC Weijian Cheng, Lawrence O. Hall, Dmitry B. Goldgof, Chuanmin Hu, Inia M. Soto
2009	J	`jnl`	Fast Support Vector Machines for Continuous Data. IEEE Trans. Syst. Man Cybern. Part B Kurt Kramer, Lawrence O. Hall, Dmitry B. Goldgof, Andrew Remsen, Tong Luo
2009	J	`jnl`	Framework for Performance Evaluation of Face, Text, and Vehicle Detection and Tracking in Video: Data, Metrics, and Protocol. IEEE Trans. Pattern Anal. Mach. Intell. Rangachar Kasturi, Dmitry B. Goldgof, Padmanabhan Soundararajan, Vasant Manohar, John S. Garofolo, Rachel Bowers, Matthew Boonstra, Valentina N. Korzhova, Jing Zhang
2009	—	`ch.`	Scaling Fuzzy Models. Scalable Fuzzy Algorithms for Data Management and Analysis Lawrence O. Hall, Dmitry B. Goldgof, Juana Canul-Reich, Prodip Hore, Weijian Cheng, Larry Shoemaker
2009	A	`conf`	Towards macro- and micro-expression spotting in video using strain patterns. WACV Matthew Shreve, Sridhar Godavarthy, Vasant Manohar, Dmitry B. Goldgof, Sudeep Sarkar
2008	B	`conf`	A new edge-based text verification approach for video. ICPR Jing Zhang, Dmitry B. Goldgof, Rangachar Kasturi
2008	B	`conf`	Detection and tracking of marine vehicles in video. ICPR Sergiy Fefilatyev, Dmitry B. Goldgof
2008	B	`conf`	Feature selection for microarray data by AUC analysis. SMC Juana Canul-Reich, Lawrence O. Hall, Dmitry B. Goldgof, Steven Eschrich
2008	B	`conf`	Finite element modeling of facial deformation in videos for computing strain pattern. ICPR Vasant Manohar, Matthew Shreve, Dmitry B. Goldgof, Sudeep Sarkar
2008	B	`conf`	How effective is human video surveillance performance? ICPR Rangachar Kasturi, Noah Sulman, Thomas A. Sanocki, Dmitry B. Goldgof
2008	B	`conf`	Robust segmentation using kernel and spatial based fuzzy c-means methods on breast x-ray images. Image Processing Xuejun Sun, Dmitry B. Goldgof, Walker H. Land
2008	—	`conf`	Towards registration of temporal mammograms by finite element simulation of MR breast volumes. Image-Guided Procedures Yan Qiu, Xuejun Sun, Vasant Manohar, Dmitry B. Goldgof
2008	B	`conf`	Wire detection in low-altitude, urban, and low-quality video frames. ICPR Joshua Candamo, Dmitry B. Goldgof
2007	A	`conf`	3D Finite Element Modeling of Nonrigid Breast Deformation for Feature Registration in -ray and MR Images. WACV Yong Zhang, Yan Qiu, Dmitry B. Goldgof, Sudeep Sarkar, Lihua Li
2007	B	`conf`	A fuzzy c means variant for clustering evolving data streams. SMC Prodip Hore, Lawrence O. Hall, Dmitry B. Goldgof
2007	J	`jnl`	A sensitivity analysis method and its application in physics-based nonrigid motion modeling. Image Vis. Comput. Yong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap
2007	B	`conf`	Clinical deployment of a medical expert system to increase accruals for clinical trials: Challenges. SMC Sergiy Fefilatyev, Tim V. Ivanovskiy, Lawrence O. Hall, Dmitry B. Goldgof, Shibendra S. Pobi, Halina Greenstien, Amit P. Pathak, Christopher R. Garret
2007	J	`jnl`	Data-driven feature modeling, recognition and analysis in a discovery of supersonic cracks in multimillion-atom simulations. Pattern Recognit. Leonid V. Tsap, Mark A. Duchaineau, Dmitry B. Goldgof, Min C. Shin
2007	A	`conf`	Facial Strain Pattern as a Soft Forensic Evidence. WACV Vasant Manohar, Dmitry B. Goldgof, Sudeep Sarkar, Yong Zhang
2007	—	`conf`	Noise-Based Feature Perturbation as a Selection Method for Microarray Data. ISBRA Li Chen, Dmitry B. Goldgof, Lawrence O. Hall, Steven Eschrich
2007	B	`conf`	Single Pass Fuzzy C Means. FUZZ-IEEE Prodip Hore, Lawrence O. Hall, Dmitry B. Goldgof
2006	B	`conf`	A Cluster Ensemble Framework for Large Data sets. SMC Prodip Hore, Lawrence O. Hall, Dmitry B. Goldgof
2006	J	`jnl`	A constrained genetic approach for computing material property of elastic objects. IEEE Trans. Evol. Comput. Yong Zhang, Lawrence O. Hall, Dmitry B. Goldgof, Sudeep Sarkar
2006	—	`conf`	Detection of SpiralWaves in Video. ICPR (1) Valentina N. Korzhova, Dmitry B. Goldgof, Grigori M. Sisoev
2006	—	`conf`	Evaluation Framework for Video OCR. ICVGIP Padmanabhan Soundararajan, Matthew Boonstra, Vasant Manohar, Valentina N. Korzhova, Dmitry B. Goldgof, Rangachar Kasturi, Shubha Prasad, Harish Raju, Rachel Bowers, John S. Garofolo
2006	C	`conf`	Horizon Detection Using Machine Learning Techniques. ICMLA Sergiy Fefilatyev, Volha Smarodzinava, Lawrence O. Hall, Dmitry B. Goldgof
2006	—	`conf`	Mining for Implications in Medical Data. ICPR (1) Cindy L. Bethel, Lawrence O. Hall, Dmitry B. Goldgof
2006	—	`conf`	Performance Evaluation of Object Detection and Tracking in Video. ACCV (2) Vasant Manohar, Padmanabhan Soundararajan, Harish Raju, Dmitry B. Goldgof, Rangachar Kasturi, John S. Garofolo
2006	B	`conf`	Performance Evaluation of Text Detection and Tracking in Video. Document Analysis Systems Vasant Manohar, Padmanabhan Soundararajan, Matthew Boonstra, Harish Raju, Dmitry B. Goldgof, Rangachar Kasturi, John S. Garofolo
2005	J	`jnl`	Active Learning to Recognize Multiple Types of Plankton. J. Mach. Learn. Res. Tong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, Thomas Hopkins
2005	A*	`conf`	Bit Reduction Support Vector Machine. ICDM Tong Luo, Lawrence O. Hall, Dmitry B. Goldgof, Andrew Remsen
2005	—	`conf`	Model Construction of Nonrigid Biological Objects from Images. ENC Dmitry B. Goldgof
2005	B	`conf`	Sequence tolerant segmentation system of brain MRI. SMC Yuhua Gu, Lawrence O. Hall, Dmitry B. Goldgof, Parag M. Kanade, F. Reed Murtagh
2004	J	`jnl`	A methodology for extracting objective color from images. IEEE Trans. Syst. Man Cybern. Part B Mark W. Powell, Sudeep Sarkar, Dmitry B. Goldgof, Krassimir Ivanov
2004	J	`jnl`	A modeling approach for burn scar assessment using natural features and elastic property. IEEE Trans. Medical Imaging Yong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap
2004	—	`conf`	Active Learning to Recognize Multiple Types of Plankton. ICPR (3) Tong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, Thomas Hopkins
2004	—	`conf`	Correspondence Recovery In 2-View Mammography. ISBI Yan Qiu, Dmitry B. Goldgof, Lihua Li, Sudeep Sarkar, Yong Zhang, Sorin Anton
2004	—	`conf`	Elastic Face, An Anatomy-Based Biometrics Beyond Visible Cue. ICPR (2) Yong Zhang, Sangeeta J. Kundu, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap
2004	J	`jnl`	Errata to "Recognizing Plankton Images From the Shadow Image Particle Profiling Evaluation Recorder". IEEE Trans. Syst. Man Cybern. Part B Tong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, Thomas Hopkins
2004	J	`jnl`	Gesture recognition using Bezier curves for visualization navigation from registered 3-D data. Pattern Recognit. Min C. Shin, Leonid V. Tsap, Dmitry B. Goldgof
2004	J	`jnl`	Recognizing plankton images from the shadow image particle profiling evaluation recorder. IEEE Trans. Syst. Man Cybern. Part B Tong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, Thomas Hopkins
2004	J	`jnl`	Selection of patients for clinical trials: an interactive web-based system. Artif. Intell. Medicine Eugene Fink, Princeton K. Kokku, Savvas Nikiforou, Lawrence O. Hall, Dmitry B. Goldgof, Jeffrey P. Krischer
2004	—	`conf`	Significance of Elastic Properties in Physics-Based Nonrigid Motion Modeling, A Numerical Sensitivity Analysis. CVPR Workshops Yong Zhang, Dmitry B. Goldgof, Sudeep Sarkar
2004	B	`conf`	Three-dimensional finite element model for lesion correspondence in breast imaging. Image Processing Yan Qiu, Lihua Li, Dmitry B. Goldgof, Sudeep Sarkar, Sorin Anton, Robert A. Clark
2004	B	`conf`	Using Probabilistic Methods to Optimize Data Entry in Accrual of Patients to Clinical Trials. CBMS Bhavesh D. Goswami, Lawrence O. Hall, Dmitry B. Goldgof, Eugene Fink, Jeffrey P. Krischer
2003	J	`jnl`	3D nonrigid motion analysis under small deformations. Image Vis. Comput. Chandra Kambhamettu, Dmitry B. Goldgof, Matthew He, Pavel Laskov
2003	B	`conf`	An expert system for evaluating risk in type-1 diabetes. SMC Lavanya Nallamshetty, Steven Eschrich, David Cuthbertson, Jamie Malloy, Dmitry B. Goldgof, Angela M. Alexander, Massimo Trucco, Jorma Ilonen, Hans K. Akerblom, Jeffrey P. Krischer
2003	B	`conf`	Classification of masses on mammograms using support vector machine. Image Processing Yong Chu, Lihua Li, Dmitry B. Goldgof, Yan Qiu, Robert A. Clark
2003	J	`jnl`	Egomotion estimation of a range camera using the space envelope. IEEE Trans. Syst. Man Cybern. Part B Adam W. Hoover, Dmitry B. Goldgof, Kevin W. Bowyer
2003	B	`conf`	Experiments on the automated selection of patients for clinical trials. SMC Eugene Fink, Lawrence O. Hall, Dmitry B. Goldgof, Bhavesh D. Goswami, Matthew Boonstra, Jeffrey P. Krischer
2003	J	`jnl`	Fast accurate fuzzy clustering through data reduction. IEEE Trans. Fuzzy Syst. Steven Eschrich, Jingwei Ke, Lawrence O. Hall, Dmitry B. Goldgof
2003	B	`conf`	Learning to recognize plankton. SMC Tong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, Thomas Hopkins
2003	—	`conf`	Towards Perceptual Interface for Visualization Navigation of Large Data Sets. CVPR Workshops Min C. Shin, Leonid V. Tsap, Dmitry B. Goldgof
2003	—	`conf`	Towards Physically-Sound Registration Using Object-Specific Properties for Regularization. WBIR Yong Zhang, Dmitry B. Goldgof, Sudeep Sarkar
2002	B	`conf`	A constrained genetic approach for reconstructing Young's modulus of elastic objects from boundary displacement measurements. IEEE Congress on Evolutionary Computation Yong Zhang, Lawrence O. Hall, Dmitry B. Goldgof, Sudeep Sarkar
2002	J	`jnl`	A generic knowledge-guided image segmentation and labeling system using fuzzy clustering algorithms. IEEE Trans. Syst. Man Cybern. Part B Mingrui Zhang, Lawrence O. Hall, Dmitry B. Goldgof
2002	—	`conf`	Recovering Elastic Property of Soft Tissues Using 2D Image Sequences With Limited Range Data. ICPR (1) Yong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Min C. Shin
2002	—	`conf`	Tracking Objects Using Recovered Physical Motion Parameters. ICPR (2) Yong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap
2001	J	`jnl`	A Simple Strategy for Calibrating the Geometry of Light Sources. IEEE Trans. Pattern Anal. Mach. Intell. Mark W. Powell, Sudeep Sarkar, Dmitry B. Goldgof
2001	J	`jnl`	Automatic segmentation of non-enhancing brain tumors in magnetic resonance images. Artif. Intell. Medicine Lynn M. Fletcher-Heath, Lawrence O. Hall, Dmitry B. Goldgof, F. Reed Murtagh
2001	J	`jnl`	Comparison of Edge Detector Performance through Use in an Object Recognition Task. Comput. Vis. Image Underst. Min C. Shin, Dmitry B. Goldgof, Kevin W. Bowyer
2001	J	`jnl`	Comparison of edge detection algorithms using a structure from motion task. IEEE Trans. Syst. Man Cybern. Part B Min C. Shin, Dmitry B. Goldgof, Kevin W. Bowyer, Savvas Nikiforou
2001	J	`jnl`	Fusion of physically-based registration and deformation modeling for nonrigid motion analysis. IEEE Trans. Image Process. Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar
2001	J	`jnl`	Matching point features under small nonrigid motion. Pattern Recognit. Senthil Kumar, Maha Sallam, Dmitry B. Goldgof
2001	J	`jnl`	Software Toolkit for Teaching Image Processing. Int. J. Pattern Recognit. Artif. Intell. Mark W. Powell, Dmitry B. Goldgof
2001	J	`jnl`	Tracking Nonrigid Motion and Structure from 2D Satellite Cloud Images without Correspondences. IEEE Trans. Pattern Anal. Mach. Intell. Lin Zhou, Chandra Kambhamettu, Dmitry B. Goldgof, Kannappan Palaniappan, Frederick Hasler
2000	J	`jnl`	A Method for Increasing Precision and Reliability of Elasticity Analysis in Complicated Burn Scar Cases. Int. J. Pattern Recognit. Artif. Intell. Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar, Pauline S. Powers
2000	A*	`conf`	Calibration of Light Sources. CVPR Mark W. Powell, Sudeep Sarkar, Dmitry B. Goldgof
2000	A	`conf`	Customizable MPEG-4 face player using real-time 2D image sequence. WACV Min C. Shin, Dmitry B. Goldgof, Carlos Kim, Jialin Zhong, Dongbai Guo
2000	B	`conf`	Finding Green River in SeaWiFS Satellite Images. ICPR Wensheng Yao, Lawrence O. Hall, Dmitry B. Goldgof, Frank E. Müller-Karger
2000	A*	`conf`	Fluid Structure and Motion Analysis from Multi-spectrum 2D Cloud Image Sequences. CVPR Lin Zhou, Chandra Kambhamettu, Dmitry B. Goldgof
2000	B	`conf`	Framework of Integrating 2D Points and Curves for Tracking of 3D Nonrigid Motion and Structure. ICPR Min C. Shin, Ramprasad Balasubramanian, Dmitry B. Goldgof, Carlos Kim
2000	J	`jnl`	Knowledge-Guided Classification of Coastal Zone Color Images Off the West Florida Shelf. Int. J. Pattern Recognit. Artif. Intell. Mingrui Zhang, Lawrence O. Hall, Dmitry B. Goldgof, Frank E. Müller-Karger
2000	B	`conf`	Model-Based Nonrigid Motion Analysis Using Natural Feature Adaptive Mesh. ICPR Yong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap
2000	A*	`conf`	Multiscale Combination of Physically-Based Registration and Deformation Modeling. CVPR Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar
2000	J	`jnl`	Nonrigid Motion Analysis Based on Dynamic Refinement of Finite Element Models. IEEE Trans. Pattern Anal. Mach. Intell. Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar
1999	A*	`conf`	Comparison of Edge Detectors Using an Object Recognition Task. CVPR Min C. Shin, Dmitry B. Goldgof, Kevin W. Bowyer
1999	A*	`conf`	Extracting Nonrigid Motion and 3D Structure of Hurricanes from Satellite Image Sequences without Correspondences. CVPR Lin Zhou, Chandra Kambhamettu, Dmitry B. Goldgof
1999	J	`jnl`	Model-based force-driven nonrigid motion recovery from sequences of range images without point correspondences. Image Vis. Comput. Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar
1998	Misc	`conf`	A Qualitative Expert System for Clinical Trial Assignment. FLAIRS Sanjukta Bhanja, Lynn M. Fletcher-Heath, Lawrence O. Hall, Dmitry B. Goldgof, Jeffrey P. Krischer
1998	J	`jnl`	A Vision-Based Technique for Objective Assessment of Burn Scars. IEEE Trans. Medical Imaging Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar, Pauline S. Powers
1998	A*	`conf`	An Objective Comparison Methodology of Edge Detection Algorithms Using a Structure from Motion Task. CVPR Min C. Shin, Dmitry B. Goldgof, Kevin W. Bowyer
1998	J	`jnl`	Automatic Tumor Segmentation Using Knowledge-Based Clustering. IEEE Trans. Medical Imaging Matthew C. Clark, Lawrence O. Hall, Dmitry B. Goldgof, Robert P. Velthuizen, F. Reed Murtagh, Martin L. Silbiger
1998	B	`conf`	Automatic brain tumor segmentation. Image Processing Matthew C. Clark, Lawrence O. Hall, Dmitry B. Goldgof, Robert Paul Velthuizen, F. Reed Murtagh, Martin L. Silbiger
1998	J	`jnl`	Dynamic-Scale Model Construction From Range Imagery. IEEE Trans. Pattern Anal. Mach. Intell. Adam W. Hoover, Dmitry B. Goldgof, Kevin W. Bowyer
1998	J	`jnl`	Efficient Nonlinear Finite Element Modeling of Nonrigid Objects via Optimization of Mesh Models. Comput. Vis. Image Underst. Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar, Wen-Chen Huang
1998	J	`jnl`	Fast fuzzy clustering. Fuzzy Sets Syst. Tai Wai Cheng, Dmitry B. Goldgof, Lawrence O. Hall
1998	J	`jnl`	Integrating Image Computation in Undergraduate Level Data-Structure Education. Int. J. Pattern Recognit. Artif. Intell. Sudeep Sarkar, Dmitry B. Goldgof
1998	—	`conf`	Model-based Nonrigid Motion Recovery from Sequences of Range Images without Point Correspondences. ICIP (2) Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar
1998	A*	`conf`	Nonrigid Motion Analysis Based on Dynamic Refinement of Finite Element Models. CVPR Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar
1998	B	`conf`	Segmenting nonenhancing brain tumors from normal tissues in magnetic resonance images. Image Processing Lynn M. Fletcher-Heath, Lawrence O. Hall, Dmitry B. Goldgof
1998	J	`jnl`	The Space Envelope: A Representation for 3D Scenes. Comput. Vis. Image Underst. Adam W. Hoover, Dmitry B. Goldgof, Kevin W. Bowyer
1998	—	`conf`	Tracking of Nonrigid Motion and 3D Structure from 2D Image Sequences without Correspondences. ICIP (1) Ramprasad Balasubramanian, Dmitry B. Goldgof, Chandra Kambhamettu
1996	J	`jnl`	An Experimental Comparison of Range Image Segmentation Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. Adam W. Hoover, Gillian Jean-Baptiste, Xiaoyi Jiang, Patrick J. Flynn, Horst Bunke, Dmitry B. Goldgof, Kevin W. Bowyer, David W. Eggert, Andrew W. Fitzgibbon, Robert B. Fisher
1996	B	`conf`	Knowledge-based classification of CZCS images and monitoring of red tides off the west Florida shelf. ICPR Mingrui Zhang, Lawrence O. Hall, Dmitry B. Goldgof
1996	—	`conf`	Model based estimation of point correspondences between boundaries undergoing nonrigid motion [digital mammography application]. ICIP (1) Senthil Kumar, Chandra Kambhamettu, Dmitry B. Goldgof, Maha Sallam
1996	J	`jnl`	Recognizing object function through reasoning about partial shape descriptions and dynamic physical properties. Proc. IEEE Louise Stark, Kevin W. Bowyer, Adam W. Hoover, Dmitry B. Goldgof
1996	A*	`conf`	Recovery of Global Nonrigid Motion - Based Approach Without Point Correspondences. CVPR Senthil Kumar, Dmitry B. Goldgof
1995	J	`jnl`	Extracting a Valid Boundary Representation from a Segmented Range Image. IEEE Trans. Pattern Anal. Mach. Intell. Adam W. Hoover, Dmitry B. Goldgof, Kevin W. Bowyer
1995	J	`jnl`	On Recovering Hyperquadrics from Range Data. IEEE Trans. Pattern Anal. Mach. Intell. Senthil Kumar, Song Han, Dmitry B. Goldgof, Kevin W. Bowyer
1995	A*	`conf`	Structure and Semi-Fluid Motion Analysis of Stereoscopic Satellite Images for Cloud Tracking. ICCV Kannappan Palaniappan, Chandra Kambhamettu, Frederick Hasler, Dmitry B. Goldgof
1995	J	`jnl`	The Use of Three- and Four-Dimensional Surface Harmonics for Rigid and Nonrigid Shape Recovery and Representation. IEEE Trans. Pattern Anal. Mach. Intell. Art Matheny, Dmitry B. Goldgof
1995	—	`conf`	Using Fuzzy Information in Knowledge Guided Segmentation of Brain Tumors. Fuzzy Logic in Artificial Intelligence Matthew C. Clark, Lawrence O. Hall, Dmitry B. Goldgof, Martin L. Silbiger
1994	A	`conf`	A methodology for evaluating range image segmentation techniques. WACV Adam W. Hoover, Gillian Jean-Baptiste, Dmitry B. Goldgof, Kevin W. Bowyer
1994	—	`conf`	A robust technique for the estimation of the deformable hyperquadrics from images. ICPR (1) Senthil Kumar, Dmitry B. Goldgof
1994	J	`jnl`	Automatic tracking of SPAMM grid and the estimation of deformation parameters from cardiac MR images. IEEE Trans. Medical Imaging Senthil Kumar, Dmitry B. Goldgof
1994	A*	`conf`	Determination of motion parameters and estimation of point correspondences in small nonrigid deformations. CVPR Chandra Kambhamettu, Dmitry B. Goldgof, Matthew He
1994	J	`jnl`	Estimating non-rigid motion from point and line correspondences. Pattern Recognit. Lett. Sanjoy K. Mishra, Dmitry B. Goldgof, Chandra Kambhamettu
1994	—	`conf`	Knowledge based (re-)clustering. ICPR (2) Matthew C. Clark, Lawrence O. Hall, Chunlin Li, Dmitry B. Goldgof
1994	J	`jnl`	Motion estimation from scaled orthographic projections without correspondences. Image Vis. Comput. Chih-Tzay D. Lin, Dmitry B. Goldgof, Wen-Chen Huang
1994	J	`jnl`	Parallel algorithms for circle detection in images. Pattern Recognit. Senthil Kumar, Nathan Ranganathan, Dmitry B. Goldgof
1993	J	`jnl`	Adaptive-Size Meshes for Rigid and Nonrigid Shape Analysis and Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. Wen-Chen Huang, Dmitry B. Goldgof
1993	J	`jnl`	Analysis of Intensity and Range Image Sequences Using Adaptive-Size Meshes. J. Vis. Commun. Image Represent. Wen-Chen Huang, Dmitry B. Goldgof
1993	J	`jnl`	Knowledge-based classification and tissue labeling of MR images of human brain. IEEE Trans. Medical Imaging Chunlin Li, Dmitry B. Goldgof, Lawrence O. Hall
1993	J	`jnl`	The Scale Space Aspect Graph. IEEE Trans. Pattern Anal. Mach. Intell. David W. Eggert, Kevin W. Bowyer, Charles R. Dyer, Henrik I. Christensen, Dmitry B. Goldgof
1993	A*	`conf`	Using hyperquadrics for shape recovery from range data. ICCV Song Han, Dmitry B. Goldgof, Kevin W. Bowyer
1992	A*	`conf`	Adaptive-size physically-based models for nonrigid motion analysis. CVPR Wen-Chen Huang, Dmitry B. Goldgof
1992	J	`jnl`	Curvature-based nonrigid motion analysis from three-dimensional correspondences. Int. J. Imaging Syst. Technol. Sanjoy K. Mishra, Chandra Kambhamettu, Dmitry B. Goldgof, Thomas S. Huang
1992	J	`jnl`	Matching and motion estimation of three-dimensional point and line sets using eigenstructure without correspondences. Pattern Recognit. Dmitry B. Goldgof, Hua Lee, Thomas S. Huang
1992	A*	`conf`	Point correspondence recovery in non-rigid motion. CVPR Chandra Kambhamettu, Dmitry B. Goldgof
1992	A*	`conf`	The scale space aspect graph. CVPR David W. Eggert, Kevin W. Bowyer, Charles R. Dyer, Henrik I. Christensen, Dmitry B. Goldgof
1991	A*	`conf`	Motion analysis and epicardial deformation estimation from angiography data. CVPR Sanjoy K. Mishra, Dmitry B. Goldgof, Thomas S. Huang
1990	J	`jnl`	Terrain analysis from curvature profiles. Int. J. Imaging Syst. Technol. Dmitry B. Goldgof, Thomas S. Huang, Hua Lee
1989	J	`jnl`	A Curvature-Based Approach to Terrain Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Dmitry B. Goldgof, Thomas S. Huang, Hua Lee
1989	—	`—`	Motion estimation from three-dimensional data Dmitry B. Goldgof
1988	A*	`conf`	Feature extraction and terrain matching. CVPR Dmitry B. Goldgof, Thomas S. Huang, Hua Lee
1988	A*	`conf`	Motion analysis of nonrigid surfaces. CVPR Dmitry B. Goldgof, Hua Lee, Thomas S. Huang