Jiang Li

Jian Wu

CoRR, 2022

Image Enhancement for Improved OCR and Deck Segmentation in Shipbuilding Document Images.

[BibT_eX]

[DOI]

Nickan Sadri

Jean Desir

Wael Khallouli

Mohammad Shahab Uddin

Proceedings of the 13th IEEE Annual Ubiquitous Computing, 2022

Ship Deck Segmentation Using an Attention Based Generative Adversarial Network.

[BibT_eX]

[DOI]

Joanna He

Mohammad Shahab Uddin

Proceedings of the 13th IEEE Annual Ubiquitous Computing, 2022

Most and Least Retrievable Images in Visual-Language Query Systems.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

ACADIA: Efficient and Robust Adversarial Attacks Against Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE Conference on Communications and Network Security, 2022

Ship Deck Segmentation In Engineering Document Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Mohammad Shahab Uddin

Proceedings of the 2022 IEEE World AI IoT Congress (AIIoT), 2022

Leveraging Transfer Learning and GAN Models for OCR from Engineering Documents.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE World AI IoT Congress (AIIoT), 2022

Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Converting Optical Videos to Infrared Videos Using Attention GAN and Its Impact on Target Detection and Classification Performance.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Deep Learning for Effective Refugee Tent Extraction Near Syria-Jordan Border.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2021

High-Resolution Hierarchical Adversarial Learning for OCT Speckle Noise Reduction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Invisible Poison: A Blackbox Clean Label Backdoor Attack to Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Wearable Sensor Gait Analysis of Fall Detection using Attention Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

Simple and effective cloud- and shadow-detection algorithms for Landsat and Worldview images.

[BibT_eX]

[DOI]

Signal Image Video Process., 2020

Quantifying Seagrass Distribution in Coastal Water with Deep Learning Models.

[BibT_eX]

[DOI]

Remote. Sens., 2020

An Accurate Vegetation and Non-Vegetation Differentiation Approach Based on Land Cover Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Deep Learning for Land Cover Classification Using Only a Few Bands.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Flood Detection Using Multi-Modal and Multi-Temporal Images: A Comparative Study.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Vegetation Detection Using Deep Learning and Conventional Methods.

[BibT_eX]

[DOI]

Remote. Sens., 2020

DeepMag+: Sniffing mobile apps in magnetic field through deep learning.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2020

Semi-supervised Adversarial Domain Adaptation for Seagrass Detection Using Multispectral Images in Coastal Areas.

[BibT_eX]

[DOI]

Data Sci. Eng., 2020

A Comparative Study of Sequence Tagging Methods for Domain Knowledge Entity Recognition in Biomedical Papers.

[BibT_eX]

[DOI]

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

2019

A deep transfer learning approach for improved post-traumatic stress disorder diagnosis.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2019

Generative Adversarial Network for Improving Deep Learning Based Malware Classification.

[BibT_eX]

[DOI]

Yan Lu

Proceedings of the 2019 Winter Simulation Conference, 2019

Deep Learning for Remote Sensing Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE Annual Ubiquitous Computing, 2019

Data Augmentation with Generative Models for Improved Malware Detection: A Comparative Study.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE Annual Ubiquitous Computing, 2019

Towards Musculoskeletal Simulation-Aware Fall Injury Mitigation: Transfer Learning with Deep CNN for Fall Detection.

[BibT_eX]

[DOI]

Proceedings of the 2019 Spring Simulation Conference, 2019

Searching for Evidence of Scientific News in Scholarly Big Data.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Knowledge Capture, 2019

CapJack: Capture In-Browser Crypto-jacking by Deep Capsule Network through Behavioral Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Urban Functional Regions Discovering Based on Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Classification Based on Capsule Network with Hyperspectral Image.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Land Price Assesment Based on Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Semi-Supervised Adversarial Domain Adaptation for Seagrass Detection in Multispectral Images.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Assessment of Spatiotemporal Fusion Algorithms for Planet and Worldview Images.

[BibT_eX]

[DOI]

Sensors, 2018

Combining Satellite Images with Feature Indices for Improved Change Detection.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Annual Ubiquitous Computing, 2018

Deep Learning with Synthetic Hyperspectral Images for Improved Soil Detection in Multispectral Imagery.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Annual Ubiquitous Computing, 2018

Compressive Vehicle Tracking Using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Annual Ubiquitous Computing, 2018

Seagrass Propeller Scar Detection using Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Annual Ubiquitous Computing, 2018

DeepCoast: Quantifying Seagrass Distribution in Coastal Water Through Deep Capsule Networks.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Seagrass Detection in Coastal Water Through Deep Capsule Networks.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

DeepMag: Sniffing Mobile Apps in Magnetic Field through Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018

Monitoring of Drought Change in the Middle Reach of Yangtze River.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Manifold Learning Approach of Land Cover Classification for Optical and SAR Fusing Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Risk Assessment of Geological Hazards of Wenchuan County Based on Ahp and Fce.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Land Price Prediction Based on Random Forest.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Urban Functional Regions Using Social Media Check-Ins.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Transfer Learning Approach for the 2018 FEMH Voice Data Challenge.

[BibT_eX]

[DOI]

Kazi Aminul Islam

Daniel Pérez

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Deep Models for Engagement Assessment With Scarce Label Information.

[BibT_eX]

[DOI]

IEEE Trans. Hum. Mach. Syst., 2017

Deep learning for effective detection of excavated soil related to illegal tunnel activities.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE Annual Ubiquitous Computing, 2017

A few-shot deep learning approach for improved intrusion detection.

[BibT_eX]

[DOI]

Md Moin Uddin Chowdhury

Proceedings of the 8th IEEE Annual Ubiquitous Computing, 2017

Classification based on deep convolutional neural networks with hyperspectral image.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Deep Learning for Pulmonary Nodule CT Image Retrieval - An Online Assistance System for Novice Radiologists.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

A Deep Transfer Learning Approach for Improved Post-Traumatic Stress Disorder Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

A novel manifold learning for dimensionality reduction and classification with hyperspectral image.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

The tradeoff of accuracy with different landmarks with manifold learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

The manifold learning for dimensionality reduction with hyperspectral image.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

The monitoring of land use and land cover change of Sichuan province and Chengdu district, China.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Progressive Network Transmission Method Research of Vector Data.

[BibT_eX]

[DOI]

Proceedings of the Geo-Spatial Knowledge and Intelligence, 2016

2015

A Robust Deep Model for Improved Classification of AD/MCI Patients.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2015

High-Speed Image Registration Algorithm with Subpixel Accuracy.

[BibT_eX]

[DOI]

Amr H. Yousef

Mohammad Karim

IEEE Signal Process. Lett., 2015

Sparse coding based dense feature representation model for hyperspectral image classification.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2015

A comparative study of two prediction models for brain tumor progression.

[BibT_eX]

[DOI]

Proceedings of the Image Processing: Algorithms and Systems XIII, 2015

Adaptive graph construction for Isomap manifold learning.

[BibT_eX]

[DOI]

Proceedings of the Image Processing: Algorithms and Systems XIII, 2015

Drought monitoring and warning in the middle reach of Yangtze River with MODIS.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

The application of ant colony algorithm in emergency rescue with GIS.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Fuzzy logic approach and sensitivity analysis for agent-based crowd injury modeling.

[BibT_eX]

[DOI]

Simul., 2014

Deep Learning Based Imaging Data Completion for Improved Brain Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Robust Deep Learning for Improved Classification of AD/MCI Patients.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

2013

A Vision-Based Automatic Safe Landing-Site Detection System.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2013

Orientation invariant ECG-based stethoscope tracking for heart auscultation training on augmented standardized patients.

[BibT_eX]

[DOI]

Simul., 2013

High-dimensional MRI data analysis using a large-scale manifold learning approach.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2013

A Hierarchical Horizon Detection Algorithm.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2013

TPM: Cloud-based Tele-PTSD Monitor Using Multi-Dimensional Information.

[BibT_eX]

[DOI]

Proceedings of the Medicine Meets Virtual Reality 20 - NextMed, 2013

Large-Scale Manifold Learning Using an Adaptive Sparse Neighbor Selection Approach for Brain Tumor Progression Prediction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

2012

Prostate cancer region prediction by fusing results from MALDI spectra-processing and texture analysis.

[BibT_eX]

[DOI]

Simul., 2012

EOG artifact removal using a wavelet neural network.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Fast stochastic Wiener filter for superresolution image restoration with information theoretic visual quality assessment.

[BibT_eX]

[DOI]

Amr H. Yousef

Mohammad Karim

Proceedings of the Visual Information Processing XXI, 2012

Toward automatic subpixel registration of unmanned airborne vehicle images.

[BibT_eX]

[DOI]

Amr H. Yousef

Mohammad Karim

Proceedings of the Visual Information Processing XXI, 2012

Sparse coding for hyperspectral images using random dictionary and soft thresholding.

[BibT_eX]

[DOI]

Ender Oguslu

Khan Iftekharuddin

Proceedings of the Visual Information Processing XXI, 2012

A Voice-Based Automated System for PTSD Screening and Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Medicine Meets Virtual Reality 19 - NextMed, 2012

Procedural wound geometry and blood flow generation for medical training simulators.

[BibT_eX]

[DOI]

Rifat Aras

Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

Feature selection for RFID tag identification.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Communications and Networking in China, 2012

2011

Automated dental implantation using image-guided robotics: registration results.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2011

Fuzzy logic injury design for crowd modeling.

[BibT_eX]

[DOI]

Proceedings of the 2011 Spring Simulation Multi-conference, 2011

Automatic detection of aircraft emergency landing sites.

[BibT_eX]

[DOI]

Proceedings of the Visual Information Processing XX, 2011

A Large-Scale Manifold Learning Approach for Brain Tumor Progression Prediction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

BCC skin cancer diagnosis based on texture analysis techniques.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Prediction of brain tumor progression using multiple histogram matched MRI scans.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

2010

Improving polyp detection algorithms for CT colonography: Pareto front approach.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2010

Multi agent design and implementation of crowd injury model.

[BibT_eX]

[DOI]

Proceedings of the 2010 Spring Simulation Multiconference, 2010

Prostate cancer region prediction using MALDI mass spectra.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010

Prediction of brain tumor progression using a machine learning technique.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010

Adjacent slice prostate cancer prediction to inform MALDI imaging biomarker analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010

Combining Prostate Cancer Region Predictions from MALDI Spectra Processing and Texture Analysis.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010

2009

Employing topographical height map in colonic polyp measurement and false positive reduction.

[BibT_eX]

[DOI]

Jianhua Yao

Pattern Recognit., 2009

Seasonal Adaptation of Vegetation Color in Satellite Images for Flight Simulations.

[BibT_eX]

[DOI]

Vamsi Krishnam Raju Mantena

Srinivas Karthik Jakkula

J. Intell. Learn. Syst. Appl., 2009

Parameter optimization for image denoising based on block matching and 3D collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2009: Image Processing, 2009

Automatic diagnosis for prostate cancer using run-length matrix method.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

2008

An integrated growing-pruning method for feedforward network training.

[BibT_eX]

[DOI]

Vamsi Krishnam Raju Mantena

Neurocomputing, 2008

Binary-Output Weighted Median Filter for Binary Signals.

[BibT_eX]

Proceedings of the 2008 International Conference on Image Processing, 2008

Vegetation Identification Based on Satellite Imagery.

[BibT_eX]

Ramu Pedada

Srinivas Karthik Jakkula

Vamsi Krishnam Raju Mantena

Proceedings of the 2008 International Conference on Image Processing, 2008

Seasonal Adaptation of Vegetation Color in Satellite Images.

[BibT_eX]

Srinivas Karthik Jakkula

Ramu Pedada

Proceedings of the 2008 International Conference on Image Processing, 2008

2007

Convergent design of piecewise linear neural networks.

[BibT_eX]

[DOI]

Hema Chandrasekaran

Walter H. Delashmit

Neurocomputing, 2007

Collaborative classifiers in CT colonography CAD.

[BibT_eX]

[DOI]

Jianhua Yao

Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007

Validating Pareto optimal operation parameters of polyp detection algorithms for CT colonography.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007

Using Pareto fronts to evaluate polyp detection algorithms for CT colonography.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007

Computer-Aided Detection of Colonic Diverticular Disease.

[BibT_eX]

[DOI]

Robert L. Van Uitert Jr.

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A Piecewise Linear Network Classifier.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

CT Colonography Computer-Aided Polyp Detection using Topographical Height Map.

[BibT_eX]

[DOI]

Jianhua Yao

Proceedings of the International Conference on Image Processing, 2007

2006

Feature Selection Using a Piecewise Linear Network.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2006

An efficient hidden layer training method for the multilayer perceptron.

[BibT_eX]

[DOI]

Neurocomputing, 2006

An Efficient Feature Selection Algorithm for Computer-aided Polyp Detection.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2006

Hybrid committee classifier for a computerized colonic polyp detection system.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2006: Image Processing, 2006

Automatic colonic polyp detection using multi-objective evolutionary techniques.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2006: Image Processing, 2006

Wavelet method for CT colonography computer-aided polyp detection.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Fast Generation of a Sequence of Trained and Validated Feed-Forward Networks.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

2005

Effects Of Nonsingular Preprocessing On Feedforward Network Training.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2005

Prototype Classifier Design with Pruning.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2005

Iterative Design of Neural Network Classifiers Through Regression.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2005

An Efficient Feature Selection Algorithm for Computer-Aided Polyp Detection.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

2004

Co-channel interference suppression with model simplification in TDMA systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Symposium on Personal, 2004

Demodulation for wireless ATM network using modified SOM network.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A nonlinear filtering approach for demodulation over Rician flat fading channels.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

Hidden Layer Training via Hessian Matrix Information.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Invariance of MLP Training to Input Feature De-correlation.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Prototype Based Classifier Design with Pruning.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Iterative Improvement of Neural Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

2003

A semiblind demodulator aided by protocols for wireless ATM network.

[BibT_eX]

[DOI]

Proceedings of the IEEE 14th International Symposium on Personal, 2003

Adaptive channel equalization for satellite communications with multipath based on unsupervised learning algorithm.

[BibT_eX]

[DOI]