F. Bunyak

Most-cited papers

Facial expression recognition for monitoring neurological disorders based on convolutional neural network
Gozde Yolcu, I. Oztel, Serap Kazan, C. Oz +3 more
2019Multimedia tools and applications95 citations Open access
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VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results
Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian +50 more
2018ECCV Workshops83 citations
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Deep learning-based face analysis system for monitoring customer interest
Gozde Yolcu, I. Oztel, Serap Kazan, C. Oz +1 more
2019Journal of Ambient Intelligence and Humanized Computing67 citations
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Detection of exudates in fundus photographs with imbalanced learning using conditional generative adversarial network.
Rui Zheng, Lei Liu, Shulin Zhang, Chun Zheng +4 more
2018Biomedical Optics Express57 citations Open access
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Deep learning-based facial expression recognition for monitoring neurological disorders
Gozde Yolcu, I. Oztel, Serap Kazan, C. Oz +3 more
2017IEEE International Conference on Bioinformatics and Biomedicine56 citations
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Mitochondria segmentation in electron microscopy volumes using deep convolutional neural network
I. Oztel, Gozde Yolcu, I. Ersoy, T. White +1 more
2017IEEE International Conference on Bioinformatics and Biomedicine54 citations
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SHREC 2020: Classification in cryo-electron tomograms
I. Gubins, Marten L. Chaillet, G. Schot, R. Veltkamp +13 more
2020Computers & graphics53 citations Open access
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Predicting carbon nanotube forest attributes and mechanical properties using simulated images and deep learning
T. Hajilounezhad, Rina Bao, K. Palaniappan, F. Bunyak +2 more
2021npj Computational Materials52 citations Open access
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UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring
Siwei Lyu, Ming-Ching Chang, Dawei Du, Wenbo Li +32 more
2018Advanced Video and Signal Based Surveillance52 citations
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Motion U-Net: Multi-cue Encoder-Decoder Network for Motion Segmentation
Gani Rahmon, F. Bunyak, G. Seetharaman, K. Palaniappan
2021International Conference on Pattern Recognition50 citations
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VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results
Longyin Wen, Yue Zhang, Lie-Feng Bo, Hailin Shi +56 more
20192019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)50 citations
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Multi-object Tracking Cascade with Multi-Step Data Association and Occlusion Handling
Noor M. Al-Shakarji, F. Bunyak, G. Seetharaman, K. Palaniappan
2018Advanced Video and Signal Based Surveillance37 citations
Semantic Scholar
SHREC 2021: Classification in Cryo-electron Tomograms
I. Gubins, Marten L. Chaillet, Gijs van der Schot, M. Trueba +19 more
2022Eurographics Workshop on 3D Object Retrieval34 citations Open access
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DRPnet: automated particle picking in cryo-electron micrographs using deep regression
N. P. Nguyen, I. Ersoy, Jacob Gotberg, F. Bunyak +1 more
2021BMC Bioinformatics33 citations Open access
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Persistent Feeding and Swallowing Deficits in a Mouse Model of 22q11.2 Deletion Syndrome
Lauren Welby, Hailey Caudill, Gelila Yitsege, Ali S. Hamad +6 more
2020Frontiers in Neurology28 citations Open access
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Local Feature Performance Evaluation for Structure-From-Motion and Multi-View Stereo Using Simulated City-Scale Aerial Imagery
Ke Gao, Hadi Aliakbarpour, Joshua Fraser, Koundinya Nouduri +4 more
2021IEEE Sensors Journal27 citations
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VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results
Heng Fan, Dawei Du, Longyin Wen, Pengfei Zhu +39 more
2020ECCV Workshops26 citations
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Automated Segmentation of the Vocal Folds in Laryngeal Endoscopy Videos Using Deep Convolutional Regression Networks
Ali S. Hamad, Megan M. Haney, T. Lever, F. Bunyak
20192019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)24 citations
Semantic Scholar
Robust multi-object tracking with semantic color correlation
Noor M. Al-Shakarji, G. Seetharaman, F. Bunyak, K. Palaniappan
2017Advanced Video and Signal Based Surveillance24 citations
Semantic Scholar
DMNet: Dual-Stream Marker Guided Deep Network for Dense Cell Segmentation and Lineage Tracking
Rina Bao, Noor M. Al-Shakarji, F. Bunyak, K. Palaniappan
20212021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)21 citations Open access
Semantic Scholar
Exploration of Carbon Nanotube Forest Synthesis-Structure Relationships Using Physics-Based Simulation and Machine Learning
T. Hajilounezhad, Zakariya A. Oraibi, Ramakrishna Surya, F. Bunyak +3 more
2019International Conference on Artificial Intelligence and Pattern Recognition20 citations Open access
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Automated quantification of vocal fold motion in a recurrent laryngeal nerve injury mouse model
Megan M. Haney, Ali S. Hamad, E. Leary, F. Bunyak +1 more
2018The Laryngoscope18 citations Open access
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Predicting Mechanical Properties of Carbon Nanotube (CNT) Images Using Multi-Layer Synthetic Finite Element Model Simulations
Kaveh Safavigerdini, Koundinya Nouduri, Ramakrishna Surya, Andrew Reinhard +4 more
2023International Conference on Information Photonics17 citations
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DeepFTSG: Multi-stream Asymmetric USE-Net Trellis Encoders with Shared Decoder Feature Fusion Architecture for Video Motion Segmentation
Gani Rahmon, K. Palaniappan, Imad Eddine Toubal, F. Bunyak +2 more
2023International Journal of Computer Vision15 citations Open access
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CorNet: Unsupervised Deep Homography Estimation for Agricultural Aerial Imagery
D. Kharismawati, H. Akbarpour, Rumana Aktar, F. Bunyak +2 more
2020ECCV Workshops15 citations
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Robust mosaicking of maize fields from aerial imagery
Rumana Aktar, D. Kharismawati, K. Palaniappan, Hadi Aliakbarpour +3 more
2020Applications in Plant Sciences14 citations Open access
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Recurrent Laryngeal Nerve Transection in Mice Results in Translational Upper Airway Dysfunction
Megan M. Haney, Ali S. Hamad, H. Woldu, M. Ciucci +3 more
2019The Journal of comparative neurology13 citations Open access
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A Strength Endurance Exercise Paradigm Mitigates Deficits in Hypoglossal-Tongue Axis Function, Strength, and Structure in a Rodent Model of Hypoglossal Motor Neuron Degeneration
Erika R. Murphy, Rebecca Thompson, Kate L. Osman, Chandler Haxton +11 more
2022Frontiers in Neuroscience12 citations Open access
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Multi-Cue Vehicle Detection for Semantic Video Compression In Georegistered Aerial Videos
Noor M. Al-Shakarji, F. Bunyak, Hadi Aliakbarpour, G. Seetharaman +1 more
2019CVPR Workshops12 citations
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Complex Non-sinus-associated Pachymeningeal Lymphatic Structures: Interrelationship With Blood Microvasculature
O. Glinskii, V. Huxley, Leike Xie, F. Bunyak +2 more
2019Frontiers in Physiology12 citations Open access
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Geospatial content summarization of UAV aerial imagery using mosaicking
Rumana Aktar, Hadi Aliakbarpour, F. Bunyak, T. Kazic +2 more
2018Defense + Security12 citations
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Improving Nuclei Classification Performance in H&E Stained Tissue Images Using Fully Convolutional Regression Network and Convolutional Neural Network
Ali S. Hamad, I. Ersoy, F. Bunyak
2018International Conference on Artificial Intelligence and Pattern Recognition12 citations
Semantic Scholar
Deep learning approaches in electron microscopy imaging for mitochondria segmentation
I. Oztel, Gozde Yolcu, I. Ersoy, T. White +1 more
2018International Journal of Data Mining and Bioinformatics11 citations
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Performance Evaluation of Feature Descriptors for Aerial Imagery Mosaicking
Rumana Aktar, Hadi Aliakbarpour, F. Bunyak, G. Seetharaman +1 more
2018International Conference on Artificial Intelligence and Pattern Recognition10 citations
Semantic Scholar
GrasVIQ: An Image Analysis Framework for Automatically Quantifying Vein Number and Morphology in Grass Leaves.
Janlo M Robil, Ke Gao, Claire M Neighbors, Michael Boeding +3 more
2021The Plant Journal9 citations
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Multi-focus Image Fusion for Confocal Microscopy Using U-Net Regression Map
Md. Maruf Hossain Shuvo, Yasmin M. Kassim, F. Bunyak, O. Glinskii +5 more
2021International Conference on Pattern Recognition9 citations Open access
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iFER: facial expression recognition using automatically selected geometric eye and eyebrow features
I. Oztel, Gozde Yolcu, C. Oz, Serap Kazan +1 more
2018J. Electronic Imaging9 citations
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CNT Forest Self-Assembly Insights from In-situ ESEM Synthesis
Ramakrishna Surya, Gordon L. Koerner, T. Hajilounezhad, Kaveh Safavigerdin +5 more
2024Carbon8 citations Open access
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Impact of limb phenotype on tongue denervation atrophy, dysphagia penetrance, and survival time in a mouse model of ALS
M. Mueller, Rebecca Thompson, Kate L. Osman, Ellyn Andel +7 more
2022Dysphagia (New York. Print)8 citations Open access
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Collagen matrix perturbations in corneal stroma of Ossabaw mini pigs with type 2 diabetes
N. Sinha, P. Balne, F. Bunyak, Alexandria C. Hofmann +3 more
2021Molecular Vision8 citations
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Multi-Loss Topology-Aware Deep Learning Network for Segmentation of Vessels in Microscopy Images
M. Attari, Nguyen P. Nguyen, K. Palaniappan, F. Bunyak
2023International Conference on Artificial Intelligence and Pattern Recognition7 citations
Semantic Scholar
LARNet-STC: Spatio-Temporal Orthogonal Region Selection Network for Laryngeal Closure Detection in Endoscopy Videos
Yang-Yang Wang, Ali S. Hamad, K. Palaniappan, T. Lever +1 more
2022Comput. Biol. Medicine7 citations Open access
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Deep Realistic Novel View Generation for City-Scale Aerial Images
Koundinya Nouduri, Ke Gao, Joshua Fraser, Shizeng Yao +3 more
2021International Conference on Pattern Recognition7 citations
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Brain midline shift detection and quantification by a cascaded deep network pipeline on non-contrast computed tomography scans
N. P. Nguyen, Y. Yoo, A. Chekkoury, E. Eibenberger +12 more
20212021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)7 citations
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Orthogonal Region Selection Network for Laryngeal Closure Detection in Laryngoscopy Videos
Yang-Yang Wang, Ali S. Hamad, T. Lever, F. Bunyak
2020Annual International Conference of the IEEE Engineering in Medicine and Biology Society7 citations
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DeepDDK: A Deep Learning based Oral-Diadochokinesis Analysis Software
Yang-Yang Wang, Ke Gao, Ashley M. Kloepper, Yun-Xin Zhao +3 more
20192019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)7 citations Open access
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Meningeal lymphatic architecture and drainage dynamics surrounding the human middle meningeal artery
Mehmet Albayram, S. B. Richmond, Kaan Yağmurlu, I. Tuna +10 more
2025iScience6 citations Open access
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Learning-based Image Analytics in User-AI Agent Interactions for Cyber-enabled Manufacturing
Mauro Lemus Alarcon, Upasana Roy, Anirudh Kambhampati, Nguyen P. Nguyen +6 more
2024International Conferences on Human-Machine Systems6 citations
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Deep Style Transfer for Generation of Photo-realistic Synthetic Images of CNT Forests
Prashanth Kotha, M. Attari, Matthew R. Maschmann, F. Bunyak
2023International Conference on Artificial Intelligence and Pattern Recognition6 citations
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Image Analysis for Ophthalmology: Segmentation and Quantification of Retinal Vascular Systems
K. Palaniappan, F. Bunyak, S. S. Chaurasia
2019Ocular Fluid Dynamics6 citations
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