Aggelos K. Katsaggelos

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All published works

Action	Title	Year	Authors
+ PDF Chat	Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor	2025	Jiaqi Guo Yunnan Wu Evangelos Kaimakamis Georgios Petmezas Vasileios E. Papageorgiou Nicos Maglaveras Aggelos K. Katsaggelos
+ PDF Chat	ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from LGE in Cardiac MRI	2025	Neda Tavakoli Amir Ali Rahsepar Brandon Benefield Daming Shen Santiago López-Tapia Florian Schiffers Jeffrey J. Goldberger Christine M. Albert Edwin Wu Aggelos K. Katsaggelos
+ PDF Chat	Review and Novel Formulae for Transmittance and Reflectance of Wedged Thin Films on absorbing Substrates	2024	Manuel Ballester E. Márquez John L. Bass Christoph Wuersch Florian Willomitzer Aggelos K. Katsaggelos
+ PDF Chat	POSYDON Version 2: Population Synthesis with Detailed Binary-Evolution Simulations across a Cosmological Range of Metallicities	2024	Jeff J. Andrews Simone S. Bavera Max Briel Abhishek Chattaraj Aaron Dotter Tassos Fragos Monica Gallegos-Garcia Seth Gossage Vicky Kalogera Eirini Kasdagli
+ PDF Chat	Irregularly Sampled Time Series Interpolation for Detailed Binary Evolution Simulations	2024	Philipp M. Srivastava Uğur Demir Aggelos K. Katsaggelos Vicky Kalogera Elizabeth Teng Tassos Fragos Jeff J. Andrews Simone S. Bavera Max Briel Seth Gossage
+ PDF Chat	Longitudinal Wrist PPG Analysis for Reliable Hypertension Risk Screening Using Deep Learning	2024	Hui Lin Jiyang Li Ramy Hussein Xin Sui Xiaoyu Li Guangpu Zhu Aggelos K. Katsaggelos Zijing Zeng Yelei Li
+	Characterization of Crystal Properties and Defects in CdZnTe Radiation Detectors	2024	Manuel Ballester Jaromir Kaspar Francesc Massanés Srutarshi Banerjee Alexander Hans Vija Aggelos K. Katsaggelos
+ PDF Chat	Emulators for stellar profiles in binary population modeling	2024	Elizabeth Teng Uğur Demir Z. Doctor Philipp M. Srivastava Shamal Lalvani Vicky Kalogera Aggelos K. Katsaggelos Jeff J. Andrews Simone S. Bavera M. M. Briel
+ PDF Chat	Sm: enhanced localization in Multiple Instance Learning for medical imaging classification	2024	Francisco M. Castro-Macías Pablo Morales-Álvarez Yunan Wu Rafael Molina Aggelos K. Katsaggelos
+ PDF Chat	DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning	2024	Hui Lin Florian Schiffers Santiago López-Tapia Neda Tavakoli Daniel Kim Aggelos K. Katsaggelos
+ PDF Chat	RN-SDEs: Limited-Angle CT Reconstruction with Residual Null-Space Diffusion Stochastic Differential Equations	2024	Jiaqi Guo Santiago López-Tapia Wing Shun Li Yunnan Wu Marcelo A. Carignano Vadim Backman Vinayak P. Dravid Aggelos K. Katsaggelos
+ PDF Chat	Characterization of Crystal Properties and Defects in CdZnTe Radiation Detectors	2024	Manuel Ballester Jaromir Kaspar Francesc Massanés Srutarshi Banerjee Alexander Hans Vija Aggelos K. Katsaggelos
+ PDF Chat	Review and Novel Formulae for Transmittance and Reflectance of Wedged Thin Films on absorbing Substrates	2024	Manuel Ballester E. Márquez John L. Bass Christoph Wuersch Florian Willomitzer Aggelos K. Katsaggelos
+ PDF Chat	VDPI: Video Deblurring with Pseudo-inverse Modeling	2024	Zhihao Huang Santiago López-Tapia Aggelos K. Katsaggelos
+ PDF Chat	Synthetic Light-in-Flight	2024	Patrick Cornwall Manuel Ballester Stefan Forschner Muralidhar M. Balaji Aggelos K. Katsaggelos Florian Willomitzer
+ PDF Chat	An Angular Spectrum Approach to Inverse Synthesis for the Characterization of Optical and Geometrical Properties of Semiconductor Thin Films	2024	John Bass Manuel Ballester S. Fernández Aggelos K. Katsaggelos E. Márquez Florian Willomitzer
+ PDF Chat	Explainable Transformer Prototypes for Medical Diagnoses	2024	Uğur Demir Debesh Jha Zheyuan Zhang Elif Keleş Bradley D. Allen Aggelos K. Katsaggelos Ulaş Bağcı
+ PDF Chat	Modeling and Simulation of Charge-Induced Signals in Photon-Counting CZT Detectors for Medical Imaging Applications	2024	Manuel Ballester Jaromir Kaspar Francesc Massanés Srutarshi Banerjee Alexander Hans Vija Aggelos K. Katsaggelos
+ PDF Chat	Brighteye: Glaucoma Screening with Color Fundus Photographs based on Vision Transformer	2024	Hui Lin Charilaos Apostolidis Aggelos K. Katsaggelos
+ PDF Chat	Cross-Temporal Spectrogram Autoencoder (CTSAE): Unsupervised Dimensionality Reduction for Clustering Gravitational Wave Glitches	2024	Yi Li Yunan Wu Aggelos K. Katsaggelos
+ PDF Chat	Focused Active Learning for Histopathological Image Classification	2024	Arne Schmidt Pablo Morales-Álvarez Lee Cooper Lee A. Newberg Daniel A. Enquobahrie Aggelos K. Katsaggelos Rafael Molina
+ PDF Chat	Focused active learning for histopathological image classification	2024	Arne Schmidt Pablo Morales-Álvarez Lee Cooper Lee A. Newberg Daniel A. Enquobahrie Rafael Molina Aggelos K. Katsaggelos
+	Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection	2024	Francisco M. Castro-Macías Pablo Morales-Álvarez Yunan Wu Rafael Molina Aggelos K. Katsaggelos
+ PDF Chat	A General Method to Incorporate Spatial Information into Loss Functions for GAN-based Super-resolution Models	2024	Xijun Wang Santiago López-Tapia Alice Lucas Xinyi Wu Rafael Molina Aggelos K. Katsaggelos
+ PDF Chat	Explainable Transformer Prototypes for Medical Diagnoses	2024	Uğur Demir Debesh Jha Zheyuan Zhang Elif Keleş Bradley D. Allen Aggelos K. Katsaggelos Ulaş Bağcı
+ PDF Chat	Real-World Atmospheric Turbulence Correction via Domain Adaptation	2024	Xijun Wang Santiago López-Tapia Aggelos K. Katsaggelos
+	Casinos, card counters, and the law of large numbers	2024	Shamal Lalvani Aggelos K. Katsaggelos
+	Advancing Glitch Classification in Gravity Spy: Multi-view Fusion with Attention-based Machine Learning for Advanced LIGO's Fourth Observing Run	2024	Yunan Wu M. Zevin C. P. L. Berry Kevin Crowston Carsten Østerlund Z. Doctor S. Banagiri Corey Jackson Vicky Kalogera Aggelos K. Katsaggelos
+ PDF Chat	Atmospheric Turbulence Correction via Variational Deep Diffusion	2023	Xijun Wang Santiago López-Tapia Aggelos K. Katsaggelos
+ PDF Chat	Reinforcement Learning for Adaptive Video Compressive Sensing	2023	Sidi Lu Xin Yuan Aggelos K. Katsaggelos Weisong Shi
+ PDF Chat	BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos	2023	Jennifer J. Sun Lili Karashchuk Amil Dravid Serim Ryou Sonia Fereidooni John C. Tuthill Aggelos K. Katsaggelos Bingni W. Brunton Georgia Gkioxari Ann R. Kennedy
+ PDF Chat	Thermal Spread Functions (TSF): Physics-Guided Material Classification	2023	Aniket Dashpute Vishwanath Saragadam E. Alexander Florian Willomitzer Aggelos K. Katsaggelos Ashok Veeraraghavan Oliver Cossairt
+ PDF Chat	Boost event-driven tactile learning with location spiking neurons	2023	Peng Kang Srutarshi Banerjee Henry Chopp Aggelos K. Katsaggelos Oliver Cossairt
+	Predicting COVID-19 Vaccination Uptake Using a Small and Interpretable Set of Judgment and Demographic Variables: Cross-Sectional Cognitive Science Study (Preprint)	2023	Nicole L. Vike Sumra Bari Leandros Stefanopoulos Shamal Lalvani Byoung Woo Kim Nicos Maglaveras Martin P. Block Hans C. Breiter Aggelos K. Katsaggelos
+	POSYDON: A General-purpose Population Synthesis Code with Detailed Binary-evolution Simulations	2023	Tassos Fragos Jeff J. Andrews Simone S. Bavera C. P. L. Berry Scott Coughlin Aaron Dotter Prabin Giri Vicky Kalogera Aggelos K. Katsaggelos Konstantinos Kovlakas
+ PDF Chat	Data quality up to the third observing run of advanced LIGO: Gravity Spy glitch classifications	2023	J Glanzer S. Banagiri S B Coughlin S. Soni M. Zevin C. P. L. Berry Oli Patane S Bahaadini N Rohani Kevin Crowston
+	DeepCOVID-Fuse: A Multi-modality Deep Learning Model Fusing Chest X-Radiographs and Clinical Variables to Predict COVID-19 Risk Levels	2023	Yunan Wu Amil Dravid Ramsey M. Wehbe Aggelos K. Katsaggelos
+	The secret of immersion: actor driven camera movement generation for auto-cinematography	2023	Xinyi Wu Haohong Wang Aggelos K. Katsaggelos
+	Thermal Spread Functions (TSF): Physics-guided Material Classification	2023	Aniket Dashpute Vishwanath Saragadam E. Alexander Florian Willomitzer Aggelos K. Katsaggelos Ashok Veeraraghavan Oliver Cossairt
+	Video-Specific Query-Key Attention Modeling for Weakly-Supervised Temporal Action Localization	2023	Xijun Wang Aggelos K. Katsaggelos
+	Atmospheric Turbulence Correction via Variational Deep Diffusion	2023	Xijun Wang Santiago López-Tapia Aggelos K. Katsaggelos
+	Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection	2023	Yunan Wu Francisco M. Castro-Macías Pablo Morales-Álvarez Rafael Molina Aggelos K. Katsaggelos
+	Gravity Spy: Lessons Learned and a Path Forward	2023	M. Zevin Corey Jackson Z. Doctor Yunan Wu Carsten Østerlund L. Clifton Johnson C. P. L. Berry Kevin Crowston S. B. Coughlin Vicky Kalogera
+	StenUNet: Automatic Stenosis Detection from X-ray Coronary Angiography	2023	Hui Lin Tom Liu Aggelos K. Katsaggelos Adrienne Kline
+	YOLO-Angio: An Algorithm for Coronary Anatomy Segmentation	2023	Tom Liu Hui Lin Aggelos K. Katsaggelos Adrienne Kline
+	A Physics based Machine Learning Model to characterize Room Temperature Semiconductor Detectors in 3D	2023	Srutarshi Banerjee Miesher Rodrigues Manuel Ballester Alexander Hans Vija Aggelos K. Katsaggelos
+	Event-based Shape from Polarization with Spiking Neural Networks	2023	Peng Kang Srutarshi Banerjee Henry Chopp Aggelos K. Katsaggelos Oliver Cossairt
+ PDF Chat	Active Learning for Computationally Efficient Distribution of Binary Evolution Simulations	2022	Kyle A. Rocha Jeff J. Andrews C. P. L. Berry Z. Doctor Aggelos K. Katsaggelos Juan Gabriel Serra Pérez Pablo Marchant Vicky Kalogera Scott Coughlin Simone S. Bavera
+ PDF Chat	Event - Driven Tactile Learning with Location Spiking Neurons	2022	Peng Kang Srutarshi Banerjee Henry Chopp Aggelos K. Katsaggelos Oliver Cossairt
+ PDF Chat	medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space	2022	Amil Dravid Florian Schiffers Boqing Gong Aggelos K. Katsaggelos
+ PDF Chat	Investigating the Potential of Auxiliary-Classifier Gans for Image Classification in Low Data Regimes	2022	Amil Dravid Florian Schiffers Yunan Wu Oliver Cossairt Aggelos K. Katsaggelos
+ PDF Chat	Discrete, recurrent, and scalable patterns in human judgement underlie affective picture ratings	2022	Emanuel A. Azcona Byoung-Woo Kim Nicole L. Vike Sumra Bari Shamal Lalvani Leandros Stefanopoulos Sean Woodward M. M. Block Aggelos K. Katsaggelos Hans C. Breiter
+ PDF Chat	Adaptive Illumination Based Depth Sensing Using Deep Superpixel and Soft Sampling Approximation	2022	Qiqin Dai Fengqiang Li Oliver Cossairt Aggelos K. Katsaggelos
+	Discrete, recurrent, and scalable patterns in human judgement underlie affective picture ratings	2022	Emanuel A. Azcona Byoung-Woo Kim Nicole L. Vike Sumra Bari Shamal Lalvani Leandros Stefanopoulos Sean Woodward M. M. Block Aggelos K. Katsaggelos Hans C. Breiter
+	POSYDON: A General-Purpose Population Synthesis Code with Detailed Binary-Evolution Simulations	2022	Tassos Fragos Jeff J. Andrews Simone S. Bavera C. P. L. Berry S. B. Coughlin Aaron Dotter Prabin Giri Vicky Kalogera Aggelos K. Katsaggelos Konstantinos Kovlakas
+	medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space	2022	Amil Dravid Florian Schiffers Boqing Gong Aggelos K. Katsaggelos
+	Investigating the Potential of Auxiliary-Classifier GANs for Image Classification in Low Data Regimes	2022	Amil Dravid Florian Schiffers Yunan Wu Oliver Cossairt Aggelos K. Katsaggelos
+	Compressive Ptychography using Deep Image and Generative Priors	2022	Semih Barutcu Doğa Gürsoy Aggelos K. Katsaggelos
+	Denoising Fast X-Ray Fluorescence Raster Scans of Paintings	2022	Henry Chopp Alicia C. McGeachy Matthias Alfeld Oliver Cossairt Marc Walton Aggelos K. Katsaggelos
+	Discriminative Dimensionality Reduction using Deep Neural Networks for Clustering of LIGO Data	2022	Sara Bahaadini Yunan Wu S. B. Coughlin M. Zevin Aggelos K. Katsaggelos
+	Can Deep Learning Assist Automatic Identification of Layered Pigments From XRF Data?	2022	Bingjie Xü Yunan Wu Pengxiao Hao Marc Vermeulen Alicia C. McGeachy Kate Smith‐Miles Katherine Eremin Georgina Rayner Giovanni Verri
+	A Deep Generative Approach to Oversampling in Ptychography	2022	Semih Barutcu Aggelos K. Katsaggelos Doğa Gürsoy
+	Event-Driven Tactile Learning with Location Spiking Neurons	2022	Peng Kang Srutarshi Banerjee Henry Chopp Aggelos K. Katsaggelos Oliver Cossairt
+	Boost Event-Driven Tactile Learning with Location Spiking Neurons	2022	Peng Kang Srutarshi Banerjee Henry Chopp Aggelos K. Katsaggelos Oliver Cossairt
+	BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos	2022	Jennifer J. Sun Pierre Karashchuk Amil Dravid Serim Ryou Sonia Fereidooni John C. Tuthill Aggelos K. Katsaggelos Bingni W. Brunton Georgia Gkioxari Ann R. Kennedy
+	Linear Regression	2022	Reza Borhani Soheila Borhani Aggelos K. Katsaggelos
+ PDF Chat	Can deep learning assist automatic identification of layered pigments from XRF data?	2022	Bingjie Xu Yunan Wu Pengxiao Hao Marc Vermeulen Alicia C. McGeachy K.M. Smith Katherine Eremin Georgina Rayner Giovanni Verri Florian Willomitzer
+	Linear Classification	2022	Reza Borhani Soheila Borhani Aggelos K. Katsaggelos
+	Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks.	2021	Amil Dravid Aggelos K. Katsaggelos
+	Visual Explanations for Convolutional Neural Networks via Latent Traversal	2021	Amil Dravid Aggelos K. Katsaggelos
+ PDF Chat	Lossy Event Compression Based On Image-Derived Quad Trees And Poisson Disk Sampling	2021	Srutarshi Banerjee Zihao W. Wang Henry Chopp Oliver Cossairt Aggelos K. Katsaggelos
+ PDF Chat	Improving Acquisition Speed of X-Ray Ptychography Through Spatial Undersampling and Regularization	2021	Prasan Shedligeri Florian Schiffers Semih Barutcu Pablo Ruiz Aggelos K. Katsaggelos Oliver Cossairt
+ PDF Chat	Skinscan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation	2021	Merlin A. Nau Florian Schiffers Yunhao Li Bingjie Xu Andreas Maier Jack Tumblin Marc Walton Aggelos K. Katsaggelos Florian Willomitzer Oliver Cossairt
+ PDF Chat	Discovering features in gravitational-wave data through detector characterization, citizen science and machine learning	2021	S. Soni C. P. L. Berry S. B. Coughlin Mahboobeh Harandi Corey Jackson Kevin Crowston Carsten Østerlund Oli Patane Aggelos K. Katsaggelos Laura Trouille
+	Improving Acquisition Speed of X-Ray Ptychography through Spatial Undersampling and Regularization	2021	Prasan Shedligeri Florian Schiffers Semih Barutcu Pablo Ruiz Aggelos K. Katsaggelos Oliver Cossairt
+ PDF Chat	An Adaptive Video Acquisition Scheme for Object Tracking and Its Performance Optimization	2021	Srutarshi Banerjee Henry Chopp Juan G. Serra Hao Yang Oliver Cossairt Aggelos K. Katsaggelos
+	Removing Blocking Artifacts in Video Streams Using Event Cameras.	2021	Henry Chopp Srutarshi Banerjee Oliver Cossairt Aggelos K. Katsaggelos
+	Analyzing Brain Morphology in Alzheimer’s Disease Using Discriminative and Generative Spiral Networks	2021	Emanuel A. Azcona Pierre Besson Yunan Wu Ajay S. Kurani S. Kathleen Bandt Todd B. Parrish Aggelos K. Katsaggelos
+	Adaptive Illumination based Depth Sensing using Deep Learning.	2021	Qiqin Dai Fengqiang Li Oliver Cossairt Aggelos K. Katsaggelos
+ PDF Chat	Snapshot Compressive Imaging: Theory, Algorithms, and Applications	2021	Xin Yuan David J. Brady Aggelos K. Katsaggelos
+	An Adaptive Video Acquisition Scheme for Object Tracking and its Performance Optimization	2021	Srutarshi Banerjee Henry Chopp Juan G. Serra Hao Yang Oliver Cossairt Aggelos K. Katsaggelos
+	A Joint Intensity-Neuromorphic Event Imaging System for Resource Constrained Devices	2021	Srutarshi Banerjee Henry Chopp Jianping Zhang Zihao W. Wang Oliver Cossairt Aggelos K. Katsaggelos
+	Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks	2021	Amil Dravid Aggelos K. Katsaggelos
+	Improving Acquisition Speed of X-Ray Ptychography through Spatial Undersampling and Regularization	2021	Prasan Shedligeri Florian Schiffers Semih Barutcu Pablo D. Ruiz Aggelos K. Katsaggelos Oliver Cossairt
+	Removing Blocking Artifacts in Video Streams Using Event Cameras	2021	Henry Chopp Srutarshi Banerjee Oliver Cossairt Aggelos K. Katsaggelos
+	Adaptive Illumination based Depth Sensing using Deep Superpixel and Soft Sampling Approximation	2021	Qiqin Dai Fengqiang Li Oliver Cossairt Aggelos K. Katsaggelos
+	E3D: Event-Based 3D Shape Reconstruction.	2020	Alexis Baudron Zihao W. Wang Oliver Cossairt Aggelos K. Katsaggelos
+	Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO	2020	Pablo Morales-Álvarez Pablo Ruiz Scott Coughlin Rafael Molina Aggelos K. Katsaggelos
+ PDF Chat	A single video super-resolution GAN for multiple downsampling operators based on pseudo-inverse image formation models	2020	Santiago López-Tapia Alice Lucas Rafael Molina Aggelos K. Katsaggelos
+	Lossy Event Compression based on Image-derived Quad Trees and Poisson Disk Sampling.	2020	Srutarshi Banerjee Zihao W. Wang Henry Chopp Oliver Cossairt Aggelos K. Katsaggelos
+	Quadtree Driven Lossy Event Compression	2020	Srutarshi Banerjee Zihao W. Wang Henry Chopp Oliver Cossairt Aggelos K. Katsaggelos
+	Examining the Benefits of Capsule Neural Networks	2020	Arjun Punjabi Jonas Schmid Aggelos K. Katsaggelos
+ PDF Chat	Interpretation of Brain Morphology in Association to Alzheimer’s Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes	2020	Emanuel A. Azcona Pierre Besson Yunan Wu Arjun Punjabi Adam Martersteck Amil Dravid Todd B. Parrish S. Kathleen Bandt Aggelos K. Katsaggelos
+	2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network	2020	Haoyu Wei Florian Schiffers Tobias Würfl Daming Shen Daniel Kim Aggelos K. Katsaggelos Oliver Cossairt
+	E3D: Event-Based 3D Shape Reconstruction	2020	Alexis Baudron Zihao W. Wang Oliver Cossairt Aggelos K. Katsaggelos
+	Lossy Event Compression based on Image-derived Quad Trees and Poisson Disk Sampling	2020	Srutarshi Banerjee Zihao W. Wang Henry Chopp Oliver Cossairt Aggelos K. Katsaggelos
+	Examining the Benefits of Capsule Neural Networks	2020	Arjun Punjabi Jonas Schmid Aggelos K. Katsaggelos
+	Adaptive Image Sampling Using Deep Learning and Its Application on X-Ray Fluorescence Image Reconstruction	2019	Qiqin Dai Henry Chopp Émeline Pouyet Oliver Cossairt Marc Walton Aggelos K. Katsaggelos
+ PDF Chat	Neuroimaging modality fusion in Alzheimer’s classification using convolutional neural networks	2019	Arjun Punjabi Adam Martersteck Yanran Wang Todd B. Parrish Aggelos K. Katsaggelos
+	Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO	2019	Pablo Morales-Álvarez Pablo Ruiz S. B. Coughlin Rafael Molina Aggelos K. Katsaggelos
+ PDF Chat	DeepBinaryMask: Learning a binary mask for video compressive sensing	2019	Michael Iliadis Leonidas Spinoulas Aggelos K. Katsaggelos
+ PDF Chat	Event-Driven Video Frame Synthesis	2019	Zihao W. Wang Weixin Jiang Kuan He Boxin Shi Aggelos K. Katsaggelos Oliver Cossairt
+	Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network	2019	Ali Bahrami Rad Morteza Zabihi Zheng Zhao Moncef Gabbouj Aggelos K. Katsaggelos Simo Särkkä
+ PDF Chat	Classifying the unknown: Discovering novel gravitational-wave detector glitches using similarity learning	2019	S. B. Coughlin Sara Bahaadini Neda Rohani M. Zevin Oli Patane Mahboobeh Harandi Corey Jackson Vahid Noroozi Sarah Allen J. S. Areeda
+	Event-driven Video Frame Synthesis	2019	Zihao W. Wang Weixin Jiang Kuan He Boxin Shi Aggelos K. Katsaggelos Oliver Cossairt
+	Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution	2019	Alice Lucas Santiago López-Tapia Rafael Molina Aggelos K. Katsaggelos
+ PDF Chat	Photometric Stereo by UV-Induced Fluorescence to Detect Protrusions on Georgia O’Keeffe’s Paintings	2019	Johanna Salvant Marc Walton Dale Kronkright Chia-Kai Yeh Fengqiang Li Oliver Cossairt Aggelos K. Katsaggelos
+	Self-Supervised Fine-tuning for Image Enhancement of Super-Resolution Deep Neural Networks.	2019	Alice Lucas Santiago Lopez Tapia Rafael Molina Aggelos K. Katsaggelos
+	Self-supervised Fine-tuning for Correcting Super-Resolution Convolutional Neural Networks	2019	Alice Lucas Santiago López-Tapia Rafael Molina Aggelos K. Katsaggelos
+	Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO	2019	Pablo Morales-Álvarez Pablo Ruiz Fabo S. B. Coughlin Rafael Molina Aggelos K. Katsaggelos
+	Event-driven Video Frame Synthesis	2019	Zihao W. Wang Weixin Jiang Kuan He Boxin Shi Aggelos K. Katsaggelos Oliver Cossairt
+	Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network	2019	Ali Bahrami Rad Morteza Zabihi Zheng Zhao Moncef Gabbouj Aggelos K. Katsaggelos Simo Särkkä
+	Computational multifocal microscopy	2018	Kuan He Zihao W. Wang Xiang Huang Xiaolei Wang Seunghwan Yoo Pablo Ruiz Itay Gdor Alan Selewa Nicola Ferrier Norbert F. Scherer
+	An Interior Point Method for Nonnegative Sparse Signal Reconstruction	2018	Xiang Huang Kuan He Seunghwan Yoo Oliver Cossairt Aggelos K. Katsaggelos Nicola Ferrier Mark Hereld
+ PDF Chat	Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution	2018	Alice Lucas Aggelos K. Katsaggelos Santiago Lopez-Tapuia Rafael Molina
+ PDF Chat	Direct: Deep Discriminative Embedding for Clustering of Ligo Data	2018	Sara Bahaadini Neda Rohani Aggelos K. Katsaggelos Vahid Noroozi S. B. Coughlin M. Zevin
+ PDF Chat	Efficient Video Object Segmentation via Network Modulation	2018	Linjie Yang Yanran Wang Xuehan Xiong Shuicheng Yan Aggelos K. Katsaggelos
+	DIRECT: Deep Discriminative Embedding for Clustering of LIGO Data	2018	Sara Bahaadini Vahid Noroozi Neda Rohani S. B. Coughlin M. Zevin Aggelos K. Katsaggelos
+ PDF Chat	Particle tracking and extended object imaging by interferometric super resolution microscopy	2018	Itay Gdor Xiaolei Wang Matthew K. Daddysman Mark Hereld Oliver Cossairt Aggelos K. Katsaggelos Rosemarie Wilton Norbert F. Scherer Seung‐Hwan Yoo Nicola Ferrier
+	Particle Tracking and Extended Object Imaging by Interferometric Super Resolution Microscopy.	2018	Itay Gdor Seunghwan Yoo X. Wang Matthew K. Daddysman Rosemarie Wilton Nicola Ferrier Mark Hereld Oliver Cossairt Aggelos K. Katsaggelos
+	3D Snapshot Microscopy of Extended Objects	2018	Xiang Huang Alan Selewa Xiaolei Wang Matthew K. Daddysman Itay Gdor Rosemarie Wilton Kenneth Kemner Seunghwan Yoo Aggelos K. Katsaggelos Kuan He
+	Efficient Video Object Segmentation via Network Modulation	2018	Linjie Yang Yanran Wang Xuehan Xiong Shuicheng Yan Aggelos K. Katsaggelos
+	Computational multifocal microscopy	2018	Kuan He Zihao W. Wang Xiang Huang Xiaolei Wang Seunghwan Yoo Pablo Ruiz Itay Gdor Alan Selewa Nicola Ferrier Norbert F. Scherer
+	DIRECT: Deep Discriminative Embedding for Clustering of LIGO Data	2018	Sara Bahaadini Vahid Noroozi Neda Rohani S. B. Coughlin M. Zevin Aggelos K. Katsaggelos
+	Particle Tracking and Extended Object Imaging by Interferometric Super Resolution Microscopy	2018	Itay Gdor Seung‐Hwan Yoo X. Wang Matthew K. Daddysman Rosemarie Wilton Nicola Ferrier Mark Hereld Oliver Cossairt Aggelos K. Katsaggelos
+ PDF Chat	Deep fully-connected networks for video compressive sensing	2017	Michael Iliadis Leonidas Spinoulas Aggelos K. Katsaggelos
+ PDF Chat	Approximate equiangular tight frames for compressed sensing and CDMA applications	2017	Evaggelia Tsiligianni Lisimachos P. Kondi Aggelos K. Katsaggelos
+	Deep Multi-view Models for Glitch Classification	2017	Sara Bahaadini Neda Rohani S. B. Coughlin M. Zevin Vicky Kalogera Aggelos K. Katsaggelos
+	Convergence of Deep Neural Networks to a Hierarchical Covariance Matrix Decomposition.	2017	Nima Dehmamy Neda Rohani Aggelos K. Katsaggelos
+	Deriving optimal weights in deep neural networks	2017	Nima Dehmamy Neda Rohani Aggelos K. Katsaggelos
+	Separation of time scales and direct computation of weights in deep neural networks	2017	Nima Dehmamy Neda Rohani Aggelos K. Katsaggelos
+ PDF Chat	Deep multi-view models for glitch classification	2017	Sara Bahaadini Neda Rohani S. B. Coughlin M. Zevin Vicky Kalogera Aggelos K. Katsaggelos
+ PDF Chat	Robust and Low-Rank Representation for Fast Face Identification With Occlusions	2017	Michael Iliadis Haohong Wang Rafael Molina Aggelos K. Katsaggelos
+ PDF Chat	Gravity Spy: integrating advanced LIGO detector characterization, machine learning, and citizen science	2017	M. Zevin Scott Coughlin Sara Bahaadini Emre Besler Neda Rohani Sarah Allen M. Cabero Kevin Crowston Aggelos K. Katsaggelos Shane L. Larson
+	Compressive holographic video	2017	Zihao W. Wang Leonidas Spinoulas Kuan He Lei Tian Oliver Cossairt Aggelos K. Katsaggelos Huaijin Chen
+	Global hard thresholding algorithms for joint sparse image representation and denoising	2017	Reza Borhani Jeremy Watt Aggelos K. Katsaggelos
+	Separation of time scales and direct computation of weights in deep neural networks	2017	Nima Dehmamy Neda Rohani Aggelos K. Katsaggelos
+	Deep Multi-view Models for Glitch Classification	2017	Sara Bahaadini Neda Rohani S. B. Coughlin M. Zevin Vicky Kalogera Aggelos K. Katsaggelos
+	Photometric Stereo by UV-Induced Fluorescence to Detect Protrusions on Georgia O'Keeffe's Paintings	2017	Johanna Salvant Marc Walton Dale Kronkright Chia-Kai Yeh Fengqiang Li Oliver Cossairt Aggelos K. Katsaggelos
+	DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing	2016	Michael Iliadis Leonidas Spinoulas Aggelos K. Katsaggelos
+	Fundamental matrix factorizations and the pseudo-inverse	2016	Jeremy Watt Reza Borhani Aggelos K. Katsaggelos
+	Fundamentals of numerical optimization	2016	Jeremy Watt Reza Borhani Aggelos K. Katsaggelos
+	Advanced gradient schemes	2016	Jeremy Watt Reza Borhani Aggelos K. Katsaggelos
+	Kernels, backpropagation, and regularized cross-validation	2016	Jeremy Watt Reza Borhani Aggelos K. Katsaggelos
+	Basics of vector calculus	2016	Jeremy Watt Reza Borhani Aggelos K. Katsaggelos
+	Convex geometry	2016	Jeremy Watt Reza Borhani Aggelos K. Katsaggelos
+	Deep Fully-Connected Networks for Video Compressive Sensing	2016	Michael Iliadis Leonidas Spinoulas Aggelos K. Katsaggelos
+	Fast and Effective Algorithms for Symmetric Nonnegative Matrix Factorization	2016	Reza Borhani Jeremy Watt Aggelos K. Katsaggelos
+	Deep Fully-Connected Networks for Video Compressive Sensing	2016	Michael Iliadis Leonidas Spinoulas Aggelos K. Katsaggelos
+	DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing	2016	Michael Iliadis Leonidas Spinoulas Aggelos K. Katsaggelos
+	Bayesian Simultaneous Sparse Approximation With Smooth Signals	2013	Martin Luessi S. Derin Babacan Rafael Molina Aggelos K. Katsaggelos
+ PDF Chat	Drosophila eye nuclei segmentation based on graph cut and convex shape prior	2013	Jin Qi Binbing Wang Nicolás Peláez L Rebay Richard W. Carthew Aggelos K. Katsaggelos Luı́s A. Nunes Amaral
+ PDF Chat	Sparse Bayesian Methods for Low-Rank Matrix Estimation	2012	S. Derin Babacan Martin Luessi Rafael Molina Aggelos K. Katsaggelos
+	Sparse Bayesian Methods for Low-Rank Matrix Estimation	2011	S. Derin Babacan Martin Luessi Rafael Molina Aggelos K. Katsaggelos
+	Low-Resolution Image Formation Models	2007	Aggelos K. Katsaggelos Rafael Molina Javier Mateos
+	Cross-validation And Maximum Likelihood Space Varying Regularized Image Restoration	2005	Henry Nicole González‐Ramírez N.P. Galatsanos Aggelos K. Katsaggelos
+ PDF Chat	Estimation of High Resolution Images and Registration Parameters from Low Resolution Observations	2004	Salvador Villena J. Abad Rafael Molina Aggelos K. Katsaggelos
+	Bayesian image estimation from an incomplete set of blurred, undersampled low resolution images	2003	Javier Mateos Miguel Vega Rafael Molina Aggelos K. Katsaggelos
+	Scale hyperparameter estimation for GGMRF prior models with application to SPECT images	2003	Ana Isabel García López Rafael Molina Aggelos K. Katsaggelos
+	Maximum likelihood image identification and restoration based on the EM algorithm	2003	Aggelos K. Katsaggelos
+	Regularized edge detection	2003	Aggelos K. Katsaggelos B.J. Sullivan
+	A general formulation of the weighted smoothing functional for regularized image restoration	2002	Moon Gi Kang Aggelos K. Katsaggelos
+	A jointly optimal fractal/DCT compression scheme	2002	G. Melnikov Aggelos K. Katsaggelos
+	A non uniform segmentation optimal hybrid fractal/DCT image compression algorithm	2002	G. Melnikov Aggelos K. Katsaggelos
+	Hyperparameter estimation in image restoration problems with partially known blurs	2002	N.P. Galatsanos Vladimir Z. Mesarović Rafael Molina Aggelos K. Katsaggelos Javier Mateos
+	Hierarchical Bayesian image restoration from partially known blurs	2000	Nikolaos Galatsanos Vladimir Z. Mesarović Rafael Molina Aggelos K. Katsaggelos
+	Optical flow estimation from noisy data using differential techniques	1999	Chun-Jen Tsai N.P. Galatsanos Aggelos K. Katsaggelos
+	Bayesian and regularization methods for hyperparameter estimation in image restoration	1999	Rafael Molina Aggelos K. Katsaggelos Javier Mateos
+	On the encoding of the anchor frame in video coding	1997	Lisimachos P. Kondi Aggelos K. Katsaggelos
+	<title>Globally optimal smoothing functional for edge-enhancing regularized image restoration</title>	1996	Moon Gi Kang Aggelos K. Katsaggelos Kyu Tae Park
+	Spatially adaptive iterative algorithm for the restoration of astronomical images	1995	Aggelos K. Katsaggelos Moon Gi Kang
+ PDF Chat	General choice of the regularization functional in regularized image restoration	1995	Moon Gi Kang Aggelos K. Katsaggelos
+	Regularized constrained total least squares image restoration	1995	Vladimir Z. Mesarović N.P. Galatsanos Aggelos K. Katsaggelos
+	<title>Hierarchical Bayesian approach to image restoration and the iterative evaluation of the regularization parameter</title>	1994	Rafael Molina Aggelos K. Katsaggelos
+	<title>Regularized iterative image restoration based on an iteratively updated convex smoothing functional</title>	1993	Moon Gi Kang Aggelos K. Katsaggelos
+	Iterative evaluation of the regularization parameter in regularized image restoration	1992	Aggelos K. Katsaggelos Moon Gi Kang
+	Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation	1992	N.P. Galatsanos Aggelos K. Katsaggelos
+	An Analysis of Regularized Linear Image Recovery	1992	N.P. Galatsanos Aggelos K. Katsaggelos
+	<title>Properties of different estimates of the regularizing parameter for the least-squares image restoration problem</title>	1991	N.P. Galatsanos Aggelos K. Katsaggelos
+	Cross-validation and other criteria for estimating the regularizing parameter	1991	N.P. Galatsanos Aggelos K. Katsaggelos
+	Image Estimation Using 2D Noncausal Gauss-Markov Random Field Models	1991	Aggelos K. Katsaggelos
+	Properties of different estimates of the regularizing parameter for the least squares image restoration problem	1991	N.P. Galatsanos Aggelos K. Katsaggelos

Common Coauthors

Coauthor	Papers Together
Oliver Cossairt	40
Rafael Molina	26
Srutarshi Banerjee	18
Henry Chopp	16
M. Zevin	15
Yunan Wu	14
Zihao W. Wang	13
Neda Rohani	12
Amil Dravid	11
Florian Schiffers	11
Vicky Kalogera	11
Santiago López-Tapia	11
S. B. Coughlin	10
Reza Borhani	10
N.P. Galatsanos	9
Sara Bahaadini	9
Pablo Morales-Álvarez	8
C. P. L. Berry	8
Manuel Ballester	8
Jeremy Watt	8
Pablo Ruiz	7
Shamal Lalvani	7
Marc Walton	7
Nicola Ferrier	7
Leonidas Spinoulas	7
Michael Iliadis	7
Kuan He	7
Mark Hereld	7
Kyle A. Rocha	6
Kevin Crowston	6
Florian Willomitzer	6
Emmanouil Zapartas	6
Simone S. Bavera	6
Norbert F. Scherer	6
Alice Lucas	6
Konstantinos Kovlakas	6
Itay Gdor	6
Jeff J. Andrews	6
Carsten Østerlund	6
Zepei Xing	6
Semih Barutcu	5
Tassos Fragos	5
Seunghwan Yoo	5
Meng Sun	5
Hui Lin	5
Fengqiang Li	5
Philipp M. Srivastava	5
Moon Gi Kang	5
Laura Trouille	5
Qiqin Dai	4

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	12
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	11
+ PDF Chat	Observation of Gravitational Waves from a Binary Black Hole Merger	2016	B. P. Abbott R. Abbott T. D. Abbott M. R. Abernathy F. Acernese K. Ackley C. Adams T. Adams P. Addesso R. X. Adhikari	11
+	The Application of Constrained Least Squares Estimation to Image Restoration by Digital Computer	1973	B.R. Hunt	10
+ PDF Chat	Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information	2006	Emmanuel J. Candès Justin Romberg Terence Tao	9
+ PDF Chat	Gravity Spy: integrating advanced LIGO detector characterization, machine learning, and citizen science	2017	M. Zevin Scott Coughlin Sara Bahaadini Emre Besler Neda Rohani Sarah Allen M. Cabero Kevin Crowston Aggelos K. Katsaggelos Shane L. Larson	9
+	Methods for choosing the regularization parameter and estimating the noise variance in image restoration and their relation	1992	N.P. Galatsanos Aggelos K. Katsaggelos	9
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	8
+	Coded aperture compressive temporal imaging	2013	Patrick Llull Xuejun Liao Xin Yuan Jianbo Yang David Kittle Lawrence Carin Guillermo Sapiro David J. Brady	8
+ PDF Chat	Perceptual Losses for Real-Time Style Transfer and Super-Resolution	2016	Justin Johnson Alexandre Alahi Li Fei-Fei	7
+	Compressed sensing	2006	David L. Donoho	7
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	7
+ PDF Chat	GW151226: Observation of Gravitational Waves from a 22-Solar-Mass Binary Black Hole Coalescence	2016	B. P. Abbott R. Abbott T. D. Abbott M. R. Abernathy F. Acernese K. Ackley C. Adams T. Adams P. Addesso R. X. Adhikari	6
+ PDF Chat	Event-Based High Dynamic Range Image and Very High Frame Rate Video Generation Using Conditional Generative Adversarial Networks	2019	Lin Wang I.S. Mohammad Mostafavi Yo‐Sung Ho Kuk‐Jin Yoon	6
+	A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration	2007	José M. Bioucas‐Dias Mário A. T. Figueiredo	6
+	Iterative evaluation of the regularization parameter in regularized image restoration	1992	Aggelos K. Katsaggelos Moon Gi Kang	6
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	6
+	Compressive holographic video	2017	Zihao W. Wang Leonidas Spinoulas Kuan He Lei Tian Oliver Cossairt Aggelos K. Katsaggelos Huaijin Chen	6
+ PDF Chat	Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization	2017	Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra	6
+	Empirical Evaluation of Rectified Activations in Convolutional Network	2015	Bing Xu Naiyan Wang Tianqi Chen Mu Li	5
+ PDF Chat	The event-camera dataset and simulator: Event-based data for pose estimation, visual odometry, and SLAM	2017	Elias Mueggler Henri Rebecq Guillermo Gallego Tobi Delbrück Davide Scaramuzza	5
+ PDF Chat	Deep multi-view models for glitch classification	2017	Sara Bahaadini Neda Rohani S. B. Coughlin M. Zevin Vicky Kalogera Aggelos K. Katsaggelos	5
+ PDF Chat	Characterization of transient noise in Advanced LIGO relevant to gravitational wave signal GW150914	2016	B. P. Abbott R. Abbott T. D. Abbott M. R. Abernathy F. Acernese K. Ackley Martina Adamo C. Adams T. Adams P. Addesso	5
+	ADADELTA: An Adaptive Learning Rate Method	2012	Matthew D. Zeiler	5
+ PDF Chat	Accurate Image Super-Resolution Using Very Deep Convolutional Networks	2016	Jiwon Kim Jung Kwon Lee Kyoung Mu Lee	5
+ PDF Chat	Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network	2017	Christian Ledig Lucas Theis Ferenc Huszár José Caballero Andrew Cunningham Alejandro Acosta Andrew P. Aitken Alykhan Tejani Johannes Totz Zehan Wang	5
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	5
+ PDF Chat	Event-Based Vision: A Survey	2020	Guillermo Gallego Tobi Delbrück Garrick Orchard Chiara Bartolozzi Brian Taba Andrea Censi Stefan Leutenegger Andrew J. Davison Jörg Conradt Kostas Daniilidis	4
+	Spline Models for Observational Data.	1991	Hans‐Georg Müller Grace Wahba	4
+ PDF Chat	Advanced LIGO	2015	J. Aasi B. P. Abbott R. Abbott T. D. Abbott M. R. Abernathy K. Ackley C. Adams T. Adams P. Addesso R. X. Adhikari	4
+	Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter	1979	Gene H. Golub Michael T. Heath Grace Wahba	4
+ PDF Chat	Deep fully-connected networks for video compressive sensing	2017	Michael Iliadis Leonidas Spinoulas Aggelos K. Katsaggelos	4
+ PDF Chat	Advanced Virgo: a second-generation interferometric gravitational wave detector	2014	F. Acernese M. Agathos K. Agatsuma D. Aisa N. Allemandou A. Allocca J Amarni P. Astone G. Balestri G. Ballardin	4
+ PDF Chat	High Speed and High Dynamic Range Video with an Event Camera	2019	Henri Rebecq René Ranftl Vladlen Koltun Davide Scaramuzza	4
+	YOLOv3: An Incremental Improvement.	2018	Joseph Redmon Ali Farhadi	3
+ PDF Chat	Rank Minimization for Snapshot Compressive Imaging	2018	Yang Liu Xin Yuan Jinli Suo David J. Brady Qionghai Dai	3
+ PDF Chat	End-to-End Learning of Video Super-Resolution with Motion Compensation	2017	Osama Makansi Eddy Ilg Thomas Brox	3
+	Least Squares Methods for Ill-Posed Problems with a Prescribed Bound	1970	Keith Miller	3
+ PDF Chat	GW170817: Observation of Gravitational Waves from a Binary Neutron Star Inspiral	2017	B. P. Abbott R. Abbott T. D. Abbott F. Acernese K. Ackley C. Adams T. Adams P. Addesso R. X. Adhikari V. B. Adya	3
+ PDF Chat	Mitigation of the instrumental noise transient in gravitational-wave data surrounding GW170817	2018	C. Pankow Katerina Chatziioannou E. A. Chase T. B. Littenberg M. Evans J. McIver N. Cornish C.‐J. Haster J. B. Kanner V. Raymond	3
+	Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm	1977	A. P. Dempster N. M. Laird Donald B. Rubin	3
+ PDF Chat	Need for Speed: A Benchmark for Higher Frame Rate Object Tracking	2017	Hamed Kiani Galoogahi Ashton Fagg Chen Huang Deva Ramanan Simon Lucey	3
+ PDF Chat	Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation	2017	José Caballero Christian Ledig Andrew P. Aitken Alejandro Acosta Johannes Totz Zehan Wang Wenzhe Shi	3
+ PDF Chat	Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification	2015	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+ PDF Chat	FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks	2017	Eddy Ilg N. Michael Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox	3
+ PDF Chat	Bayesian Interpolation	1992	David Mackay	3
+ PDF Chat	Seismic isolation of Advanced LIGO: Review of strategy, instrumentation and performance	2015	F. Matichard B. Lantz R. Mittleman K. Mason J. S. Kissel B. Abbott Sébastien Biscans J. McIver R. Abbott S. Abbott	3
+ PDF Chat	Temporal dynamic appearance modeling for online multi-person tracking	2016	Min Yang Yunde Jia	3
+ PDF Chat	Simple online and realtime tracking	2016	Alex Bewley Zongyuan Ge Lionel Ott Fábio Ramos Ben Upcroft	3
+	Regularized constrained total least squares image restoration	1995	Vladimir Z. Mesarović N.P. Galatsanos Aggelos K. Katsaggelos	3