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2024

Garcia, Gustavo; Aparcedo, Alejandro; Nayak, Gaurav Kumar; Ahmed, Tanvir; Shah, Mubarak; Li, Mengjie

Generalized Deep Learning Model for Photovoltaic Module Segmentation from Satellite and Aerial Imagery Journal Article

In: Solar Energy, vol. 274, 2024.

Abstract | Tags: REU | Links:

2023

Kini, Jyoti; Fleischer, Sarah; Dave, Ishan; Shah, Mubarak

Ensemble Modeling for Multimodal Visual Action Recognition Workshop

22nd International Conference on Image Analysis and Processing Workshops - Multimodal Action Recognition on the MECCANO Dataset, 2023.

Tags: ICIAPW, REU, Video Action Recognition | Links:

Cui, Xuanming; Aparcedo, Alejandro; Jang, Young Kyun; Lim, Ser-Nam

On the Robustness of Large Multimodal Models Against Image Adversarial Attacks Conference

IEEE/CVF Computer Vision and Pattern Recognition Conference, 2023.

Abstract | Tags: CVPR, REU | Links:

2022

Fioresi, Joseph; Colvin, Dylan J.; Frota, Rafaela; Gupta, Rohit; Li, Mengjie; Seigneur, Hubert P.; Vyas, Shruti; Oliveira, Sofia; Shah, Mubarak; Davis, Kristopher O.

Automated Defect Detection and Localization in Photovoltaic Cells Using Semantic Segmentation of Electroluminescence Images Journal Article

In: IEEE Journal of Photovoltaics, vol. 12, no. 1, pp. 53-61, 2022.

Abstract | Tags: REU, Semantic Segmentation, Solar Cells | Links:

2021

Ott, Aaron; Mazaheri, Amir; da Vitoria Lobo, Niels; Shah, Mubarak

Deep Photo Cropper and Enhancer Journal Article

In: CoRR, vol. abs/2008.00634, 2021.

Tags: Dataset, Image Enhancement, REU | Links:

2020

Schatz, Kara Marie; Quintanilla, Erik; Vyas, Shruti; Rawat, Yogesh Singh

A Recurrent Transformer Network for Novel View Action Synthesis Conference

16th European Conference on Computer Vision, 2020.

Abstract | Tags: Cross-View, ECCV, REU, View Action Synthesis, View Synthesis | Links:

Quintanilla, Erik; Rawat, Yogesh Singh; Sakryukin, Andrey; Shah, Mubarak; Kankanhalli, Mohan

Adversarial Learning for Personalized Tag Recommendation Journal Article

In: IEEE Transactions on Multimedia (TMM), 2020.

Tags: REU | Links:

2019

LaPlace, Cecilia; Khan, Aisha Urooj; Borji, Ali

Segmenting Sky Pixels in Images: Analysis and Comparison Conference

IEEE Winter Conference on Applications of Computer Vision, 2019.

Tags: REU

Tanner, Irene; Mahalanobis, Abhijit

Fundamentals of target classification using deep learning Proceedings

Automatic Target Recognition XXIX, vol. 10988, 2019.

Tags: Deep Learning, REU

Lobo, Niels Da Vitoria; Shah, Mubarak

UCF's 30-Year REU Site in Computer Vision Journal Article

In: Communications of the ACM, January 2019, Vol. 62 No. 1, Pages 31-34, 2019.

Tags: NSF, REU | Links:

2018

Maria Mosquera Chuquicusma,; Hussein, Sarfaraz; Bagci, Ulas

How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis Conference

IEEE 15th International Symposium, 2018.

Tags: REU

2017

Prokaj, Jan; da Vitoria Lobo, Niels

Scale Space Based Grammar for Hand Detection Conference

Springer Lecture Notes in Computer Science, 2017.

Tags: REU

Finocchiaro, Jessica; Khan, AU; Borji, Ali

Egocentric Height Estimation Conference

WACV, 2017.

Tags: REU

Laurel, Jacob; and, Aidean Sharghi

Query-focused video summarization: Dataset, Evaluation, and a Memory Network Based Approach Conference

CVPR, 2017.

Tags: REU

Sharghi, Aidean; Laurel, J.; Gong, Boqing

Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network Based Approach Conference

IEEE Conference on Computer Vision and Pattern Recognition, 2017.

Tags: REU

2015

Kalayeh, Mahdi M.; Seifu, Misrak; LaLanne, Wesna; Shah, Mubarak

How to Take a Good Selfie? Conference

ACM Multimedia Conference, 2015.

Tags: REU

Ardeshir, Shervin; Collins-Sibley, Kofi Malcolm; Shah, Mubarak

Geo-semantic Segmentation Conference

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), 2015.

Tags: Deep Learning, Geo-Localization, REU, Semantic Segmentation | Links:

2014

Dehghan, Afshin; Ortiz, Enrique G.; Villegas, Ruben; Shah, Mubarak

Who Do I Look Like? Determining Parent-Offspring Resemblance via Genetic Features Conference

CVPR , 2014.

Tags: REU

Ardeshir, Shervin; Zamir, Amir Roshan; Torroella, Alejandro; Shah, Mubarak

GIS-Assisted Object Detection and Geospatial Localization Conference

ECCV 2014, 2014.

Tags: Deep Learning, Geo-Localization, GIS, Object Detection, REU | Links:

Idrees, Haroon; Warner, Nolan; Shah, Mubarak

Tracking in dense crowds using prominence and neighborhood motion concurrence Conference

Image and Vision Computing, 2014.

Tags: Crowd Analysis, REU

2013

Han, Z.; Masood, S. Z.; Hochreiter, J.; Fonte, S.; Tappen, M. F.

Album-Oriented Face Recognition For Online Social Networks Conference

IEEE International Conference on Automatic Face and Gesture Recognition, 2013.

Tags: REU

Ortiz, Enrique G.; Wright, Alan; Shah, Mubarak

Face Recognition in Movie Trailers via Mean Sequence Sparse Representation-based Classification Conference

Computer Vision and Pattern Recognition, 2013.

Tags: REU

Idrees, Haroon; Saleemi, Imran; Seibert, Cody; Shah, Mubarak

Multi-Source Multi-Scale Counting in Extremely Dense Crowd Images Conference

Computer Vision and Pattern Recognition, 2013.

Tags: REU

Gupta, P.; da Vitoria Lobo, Niels; LaViola, J. J.; Harter, Jon; Napieralski, Phillip

Markerless Tracking And Gesture Recognition Using Polar Correlation of Camera Optical Flow Conference

Machine Vision and Applications Journal, 2013.

Tags: REU

2011

Zamir, Amir Roshan; Darino, Alexander; Patrick, Ryan; Shah, Mubarak

Street View Challenge: Identification of Commercial Entities in Street View Imagery Conference

ICMLA, 2011.

Tags: Geo-Localization, REU

2010

Tang, K.; Tappen, M. F.; Sukthankar, Rahul; Lampert, C.

"Optimizing One-Shot Recognition with Micro-Set Learning Journal Article

In: 2010.

Tags: REU

2007

Schwarz, Chris; da Vitoria Lobo, Niels

The Camera-driven Interactive Table Conference

IEEE WACV,, 2007.

Tags: REU

Miller, Andrew; Ahmed, Javed; Shah, Mubarak; Harper, Don; Jafri, M. N.

A Vision-Based System for a UGV to Handle a Road Intersection Conference

AAAI, 2007.

Tags: REU

Reilly, Vladimir; Shah, Mubarak; Ali, Saad

Motion and Appearance Contexts for Tracking and Reacquiring Targets in Aerial Videos Conference

CVPR, 2007.

Tags: REU

Miller, Andrew; Shah, Mubarak

Foreground Segmentation in Surveillance Scenes Containing a Door Conference

ICME, 2007.

Tags: REU

2005

Schwarz, Chris; da Vitoria Lobo, Niels

Hand Pose Detection using Segments Conference

Proc. CRV2005, 2005.

Tags: REU

Garcia, Justin; da Vitoria Lobo, Niels; Shah, Mubarak; Feinstein, J.

Finding Heads in Single Images Conference

Proc. CRV, 2005.

Tags: REU

Batz, David; Batz, Michael; da Vitoria Lobo, Niels; Shah, Mubarak

Visual System for Monitoring Medication Intake Conference

Proc CRV, 2005.

Tags: REU

Schwarz, Chris; da Vitoria Lobo, Niels

Hand Pose Detection using Segments Conference

CRV, 2005.

Tags: REU

2004

Wells, Michael; da Vitoria Lobo, Niels; Shah, Mubarak

Automatic Visual Tracking for Analysis of Lifting Conference

Proc. IMVIP, 2004.

Tags: REU

III, Alfred K. Levy; da Vitoria Lobo, Niels; Shah, Mubarak

Object Tracking in Low Frame-Rate Video Conference

Proc. IMVIP2004, 2004.

Tags: REU

2003

Smith, Paul; Shah, Mubarak; da Vitoria Lobo, Niels

Determining Driver Visual Attention with One Camera Conference

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003.

Tags: REU

Datta, Ankur; da Vitoria Lobo, Niels; Leeson, John

Novel Feature Vector for Image Authentication Conference

ICME, 2003.

Tags: REU

Bhatt, Jigna; da Vitoria Lobo, Niels; Shah, Mubarak; G., Bebis

Automatic recognition of a baby gesture Conference

ICTAI, 2003.

Tags: REU

Datta, Ankur; da Vitoria Lobo, Niels; Shah, Mubarak

Person-on-Person Violence Detection in Moving and Stationary Camera Videos Conference

IASTED conference, 2003.

Tags: REU

2002

A., Myles; da Vitoria Lobo, Niels; Shah, Mubarak

Wheelchair Detection in a Calibrated Environment Conference

ACCV, 2002.

Tags: REU

Datta, Ankur; Shah, Mubarak; da Vitoria Lobo, Niels

Person-on-Person Violence Detection in Video Data Conference

International Conference on Pattern Recognition, 2002.

Tags: REU

Dever, Jaime; da Vitoria Lobo, Niels; Shah, Mubarak

Automatic Visual Recognition of Armed Robbery Conference

IEEE International Conference on Pattern Recognition, 2002.

Tags: REU

Shu, Guang; Dehghan, Afshin; Oreifej, Omar; Hand, Emily; Shah, Mubarak

Part-based Multiple-Person Tracking with Partial Occlusion Handling Conference

Computer Vision and Pattern Recognition, 2002.

Tags: REU

Russo, Richard; da Vitoria Lobo, Niels; Shah, Mubarak

A Computer Vision System for Monitoring Production of Fast Food Conference

Asian Conference on Computer Vision, 2002.

Tags: REU

III, Walter Phillips; Shah, Mubarak; da Vitoria Lobo, Niels

Flame Recognition in Video, Conference

Pattern Recognition Letters, vol. 23, 2002.

Tags: REU

2001

Ayers, Douglas; Shah, Mubarak

Monitoring Human Behavior from Video Taken in an Office Environment Conference

Image and Vision Computing, vol. 19, 2001.

Tags: REU

B., Bracewell D.; da Vitoria Lobo, Niels; Shah, Mubarak

Human identification through body measurements Conference

Proceedings of Computers and Their Applications, 2001.

Tags: REU

Wallick, M.; da Vitoria Lobo, Niels; Shah, Mubarak

A System for Placing Videotaped and Digital Lectures Online Conference

International Symposium on Intelligent Multimedia, Video and Speech, 2001.

Tags: REU

Wallick, M.; da Vitoria Lobo, Niels; Shah, Mubarak

Computer Vision Framework for Analyzing Projections from Video of Lectures Conference

International Journal of Computers and Their Applications - Special Issue on Intelligent Systems, 2001.

Tags: REU

2000

III, Walter Phillips; Shah, Mubarak; da Vitoria Lobo, Niels

Flame Detection in Video Conference

Applications of Computer Vision, 2000.

Tags: REU

Smith, Paul; Shah, Mubarak; da Vitoria Lobo, Niels

Monitoring Head/Eye Motion for Driver Alertness with One Camera Conference

Fifteenth IEEE International Conference on Pattern Recognition, 2000.

Tags: REU

Wallick, M.; da Vitoria Lobo, Niels; Shah, Mubarak

A Computer Vision Framework for Analyzing Computer and Overhead Projections from Within Video Conference

International Conference for Intelligent Systems, 2000.

Tags: REU

Wu, Andrew; Shah, Mubarak; da Vitoria Lobo, Niels

A Virtual 3D Blackboard: 3D Finger Tracking using a single camera Conference

Fourth IEEE International Conference on Automatic Face and Gesture Recognition, 2000.

Tags: REU

1999

Zhang, Ruo; Tsai, Ping-sing; Cryer, James; Shah, Mubarak

Shape from Shading: A Survey Conference

IEEE PAMI, 1999.

Tags: REU

Davis, James; Shah, Mubarak

Toward 3-D Gesture Recognition Conference

International Journal of Pattern Recognition and Artificial Intelligence, 1999.

Tags: REU

1998

Ortega, A.; Shah, Mubarak

From Shape from Shading to Object Recognition Conference

International Journal of Pattern Recognition and Artificial Intelligence, 1998.

Tags: REU

Windyga, Piotr; Ingrassia, Chris; Shah, Mubarak

A non-linear filter for impulsive noise reduction Conference

Proceedings of Joint Conference of Information Sciences, 1998.

Tags: REU

Ayers, Douglas; Shah, Mubarak

Monitoring Human Behavior in an Office Environment Conference

Applications of Computer Vision, 1998.

Tags: REU

Sutton, M.; Stark, L.; Bowyer, K.

Reasoning about function to achieve generic recognition of rigid 3-D shapes Conference

Pattern Recognition,, 1998.

Tags: REU

Dettmer, Shawn; Seetharamaiah, A.; Wang, L.; Shah, Mubarak

Model-based approach for recognizing human activities From Video Sequences Conference

NSF Workshop on Recent Advances in Computer Vision, 1998.

Tags: REU

1997

Nan, Li; Dettmer, Shawn; Shah, Mubarak

Visually Recognizing Speech Using Eigensequences Conference

Motion-Based Recognition, 1997.

Tags: REU

Prestopnik, Paul; Shah, Mubarak

Manipulating MR/CT Data With Hand Gestures Conference

Sixth International Conference on Intelligent Systems, 1997.

Tags: REU

1996

Sutton, M.; Liu, H.; Bowyer, K.

Towards a domain-independent function-based recognition system Conference

1996.

Tags: REU

Cicero, Tana

Design of a Stereo Robot Head: Hardware and Software Issues Conference

IEEE, 1996.

Tags: REU

1995

Nan, Li; Dettmer, Shawn; Shah, Mubarak

Visual Lipreading Using Eigensequences Conference

Automatic Face and Gesture Recognition, 1995.

Tags: REU

Cryer, James; Tsai, Ping-sing; Shah, Mubarak

Combining Stereo and Shading Conference

Pattern Recognition, vol. 28, 1995.

Tags: REU

1994

Zhang, Ruo; Tsai, Ping-sing; Cryer, James; Shah, Mubarak

Analysis of Shape from Shading Techniques Conference

Computer Vision and Pattern Recognition, 1994.

Tags: REU

Davis, James; Shah, Mubarak

Gesture Recognition Conference

European Conference on Computer Vision, 1994.

Tags: REU

Tsai, P.; Shah, Mubarak; Keiter, Katharine; Kasparis, K.; Kasparis, Takis

Cyclic Motion Detection Conference

Pattern Recognition, 1994.

Tags: REU

Hoover, A.; Goldgof, D.; Bowyer, K.

Building a B-rep from a segmented range image Conference

CAD-Based Vision Workshop, 1994.

Tags: REU

Macchi, W. S.; da Vitoria Lobo, Niels

Interreflections with rough surfaces Conference

International Conference on Patttern Recognition, 1994.

Tags: REU

Hoover, A.; Baptiste, G. Jean-; Goldgof, D. B.; Bowyer, K. W.

A methodology for evaluating range image segmentation techniques Conference

WACV, 1994.

Tags: REU

Sallam, M.; Bowyer, K.

Registering time sequences of mammograms using a two-dimensional image unwarping technique Conference

Second International Workshop on Digital Mammography, 1994.

Tags: REU

Sutton, M.; Stark, L.; Bowyer, K.

Gruff-3: Generalizing the domain of a function-based recognition system Conference

Pattern Recognition, 1994.

Tags: REU

Davis, James; Shah, Mubarak

Toward 3-D Gesture Recognition Conference

Pattern Recognition and Artificial Intelligence journal, 1994.

Tags: REU

Davis, James; Shah, Mubarak

Visual Gesture Recognition Conference

IEEE Vision, Image and Signal Processing, 1994.

Tags: REU

1993

Woods, K. S.; Doss, C.; Bowyer, K. W.; Solka, J. L.; Priebe, C. E.; Kegelmeyer, W. P.

Comparitive evaluation of pattern recognition techniques for detection of microcalcifications in mammography Conference

International Journal of Pattern Recognition and Artificial Intelligence, 1993.

Tags: REU

Stark, L.; Hoover, A.; Goldgof, D.; Bowyer, K.

Function-based recognition from incomplete knowledge of shape Conference

Qualitative Vision, 1993.

Tags: REU

Jay Hackett,; Shah, Mubarak

Multisensor Fusion: A perspective Conference

Trends in Optical Engineering, 1993.

Tags: REU

Bowyer, K.; Sallam, M.; Eggert, D.; Stewman, J. H.

Computing the generalized aspect graph for objects with moving parts Conference

IEEE Transactions on Pattern Analysis and Machine Intelligence, 1993.

Tags: REU

Rangarajan, Krishnan; Allen, Bill; Shah, Mubarak

Matching Motion Trajectories Conference

Pattern Recognition, 1993.

Tags: REU

1992

Gould, K.; Rangarajan, K.; Shah, Mubarak

Detection and representation of events in motion trajectories Conference

Advances in Image Processing and Analysis, 1992.

Tags: REU

Hackett, J.; Lavoie, M.; Shah, Mubarak

Object recognition using multiple sensors Conference

Journal of Information Sciences and Technology, 1992.

Tags: REU

Sutton, M.; Stark, L.; Bowyer, K. W.

We do dishes, but we don't do windows': function-based modeling and recognition of rigid objects Conference

PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 1992.

Tags: REU

Hoover, A.; Goldgof, D. B.; Bowyer, K. W.

Extracting known and inferred shape information from a single view Conference

PROCEEDINGS-SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 1992.

Tags: REU

Sallam, M.; Hubiak, G.; Bowyer, K.; Clarke, L.

Screening mammograms images for abnormalities developing over time Conference

Nuclear Science Symposium and Medical Imaging Conference, 1992.

Tags: REU

Sutton, M. A.; Stark, L.; Bowyer, K. W.

We do dishes, but we don't do windows': function-based modeling and recognition of rigid objects Conference

Applications in Optical Science and Engineering, 1992.

Tags: REU

Hoover, A.; Goldgof, D. B.; Bowyer, K. W.

Extracting known and inferred shape information from a single view Conference

Applications in Optical Science and Engineering, 1992.

Tags: REU

1991

Sallam, M.; Bowyer, K. W.

Generalizing the Aspect Graph Concept to Include Articulated Assemblies Conference

Pattern Recognition Letters, 1991.

Tags: REU

1990

Sallam, M.; Bowyer, K.

Generalizing the aspect-graph concept to include articulated assemblies Conference

Close-Range Photogrammetry Meets Machine Vision , 1990.

Tags: REU

Sallam, M.; Stewman, J.; Bowyer, K.

Computing the visual potential of an articulated assembly of parts Conference

Computer Vision, 1990.

Tags: REU

1989

Gould, Kristine; Shah, Mubarak

The Trajectory Primal Sketch: A Multi-Scale Scheme for Representing Motion Characteristics Conference

Computer Vision and Pattern Recognition, 1989.

Tags: REU

Hackett, J.; Shah, Mubarak

Segmentation using range and intensity data, Conference

Optical Engineering,, 1989.

Tags: REU