Alin Achim

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All published works

Action	Title	Year	Authors
+ PDF Chat	Improved Patch Denoising Diffusion Probabilistic Models for Magnetic Resonance Fingerprinting	2024	Perla Mayo Carolin M. Pirkl Alin Achim Bjoern Menze Mohammad Golbabaee
+ PDF Chat	Deep Unfolded Approximate Message Passing for Quantitative Acoustic Microscopy Image Reconstruction	2024	Odysseas Pappas Jonathan Mamou Adrian Basarab Denis Kouamé Alin Achim
+ PDF Chat	A Multimodal Approach for Fluid Overload Prediction: Integrating Lung Ultrasound and Clinical Data	2024	Tianqi Yang Nantheera Anantrasirichai Oktay Karakuş Marco Allinovi Alin Achim
+ PDF Chat	Sparse R-CNN OBB: Ship Target Detection in SAR Images Based on Oriented Sparse Proposals	2024	Kamirul Kamirul Odysseas Pappas Alin Achim
+ PDF Chat	Deep Learning Techniques for Atmospheric Turbulence Removal: A Review	2024	Paul Hill Nantheera Anantrasirichai Alin Achim David Bull
+ PDF Chat	The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy	2024	Xin Tian Nantheera Anantrasirichai Lindsay B. Nicholson Alin Achim
+ PDF Chat	TaGAT: Topology-Aware Graph Attention Network For Multi-modal Retinal Image Fusion	2024	Xin Tian Nantheera Anantrasirichai Lindsay B. Nicholson Alin Achim
+ PDF Chat	DUCPS: Deep Unfolding the Cauchy Proximal Splitting Algorithm for B-Lines Quantification in Lung Ultrasound Images	2024	Tianqi Yang Oktay Karakuş Nantheera Anantrasirichai Marco Allinovi Alin Achim
+ PDF Chat	DD_RoTIR: Dual-Domain Image Registration via Image Translation and Hierarchical Feature-matching	2024	Ruixiong Wang Stephen Cross Alin Achim
+ PDF Chat	OCT2Confocal: 3D CycleGAN Based Translation of Retinal OCT Images to Confocal Microscopy	2024	Xin Tian Nantheera Anantrasirichai Lindsay B. Nicholson Alin Achim
+ PDF Chat	Dubline: a Deep Unfolding Network for B-Line Detection in Lung Ultrasound Images	2024	Tianqi Yang Nantheera Anantrasirichai Oktay Karakuş Marco Allinovi Hatice Ceylan Koydemir Alin Achim
+ PDF Chat	RKFNet: A Novel Neural Network Aided Robust Kalman Filter	2024	Pengcheng Hao Oktay Karakuş Alin Achim
+ PDF Chat	On the Modelling of Ship Wakes in S-Band SAR Images and an Application to Ship Identification	2024	Kamirul Kamirul Odysseas Pappas Igor G. Rizaev Alin Achim
+	RoTIR: Rotation-Equivariant Network and Transformers for Fish Scale Image Registration	2024	Ruixiong Wang Alin Achim Renata Raele-Rolfe Qiao Tong Dylan J. M. Bergen Chrissy L. Hammond Stephen Cross
+ PDF Chat	A Semi-Supervised Learning Approach for B-Line Detection in Lung Ultrasound Images	2023	Tianqi Yang Nantheera Anantrasirichai Oktay Karakuş Marco Allinovi Alin Achim
+	Robust Kalman Filters Based on the Sub-Gaussian $α$-stable Distribution	2023	Pengcheng Hao Oktay Karakuş Alin Achim
+	DUBLINE: A Deep Unfolding Network for B-line Detection in Lung Ultrasound Images	2023	Tianqi Yang Nantheera Anantrasirichai Oktay Karakuş Marco Allinovi Hatice Ceylan Koydemir Alin Achim
+	OCT2Confocal: 3D CycleGAN based Translation of Retinal OCT Images to Confocal Microscopy	2023	Xin Tian Nantheera Anantrasirichai Lindsay B. Nicholson Alin Achim
+ PDF Chat	Current Advances in Computational Lung Ultrasound Imaging: A Review	2022	Tianqi Yang Oktay Karakuş Nantheera Anantrasirichai Alin Achim
+ PDF Chat	Unsupervised Image Fusion Using Deep Image Priors	2022	Xudong Ma Paul Hill Nantheera Anantrasirichai Alin Achim
+ PDF Chat	Optimal Transport-Based Graph Matching for 3D Retinal Oct Image Registration	2022	Xin Tian Nantheera Anantrasirichai Lindsay B. Nicholson Alin Achim
+ PDF Chat	ICIP 2022 Challenge on Parasitic Egg Detection and Classification in Microscopic Images: Dataset, Methods and Results	2022	Nantheera Anantrasirichai Thanarat H. Chalidabhongse Duangdao Palasuwan Korranat Naruenatthanaset Thananop Kobchaisawat Nuntiporn Nunthanasup Kanyarat Boonpeng Xudong Ma Alin Achim
+ PDF Chat	Sparse Regularization with a Non-Convex Penalty for SAR Imaging and Autofocusing	2022	Zi-Yao Zhang Odysseas Pappas Igor G. Rizaev Alin Achim
+ PDF Chat	Modeling and SAR imaging of the sea surface: A review of the state-of-the-art with simulations	2022	Igor G. Rizaev Oktay Karakuş S. J. Hogan Alin Achim
+	Detection of Parasitic Eggs from Microscopy Images and the emergence of a new dataset	2022	Perla Mayo Nantheera Anantrasirichai Thanarat H. Chalidabhongse Duangdao Palasuwan Alin Achim
+	High-resolution Coastline Extraction in SAR Images via MISP-GGD Superpixel Segmentation	2022	Odysseas Pappas Nantheera Anantrasirichai Byron J. Adams Alin Achim
+	Optimal Transport-based Graph Matching for 3D retinal OCT image registration	2022	Xin Tian Nantheera Anantrasirichai Lindsay B. Nicholson Alin Achim
+	Sparse InSAR Data 3D Inpainting for Ground Deformation Detection Along the Rail Corridor	2022	Odysseas Pappas Juliet Biggs David Bull Alin Achim Nantheera Anantrasirichai
+	ICIP 2022 Challenge on Parasitic Egg Detection and Classification in Microscopic Images: Dataset, Methods and Results	2022	Nantheera Anantrasirichai Thanarat H. Chalidabhongse Duangdao Palasuwan Korranat Naruenatthanaset Thananop Kobchaisawat Nuntiporn Nunthanasup Kanyarat Boonpeng Xudong Ma Alin Achim
+	A Semi-supervised Learning Approach for B-line Detection in Lung Ultrasound Images	2022	Tianqi Yang Nantheera Anantrasirichai Oktay Karakuş Marco Allinovi Alin Achim
+ PDF Chat	High-resolution Coastline Extraction in SAR Images via MISP-GGD Superpixel Segmentation	2021	Odysseas Pappas Nantheera Anantrasirichai B. A. Adams Alin Achim
+ PDF Chat	Sar Image Autofocusing Using Wirtinger Calculus and Cauchy Regularization	2021	Zi-Yao Zhang Odysseas Pappas Alin Achim
+ PDF Chat	Exploiting the Dual-Tree Complex Wavelet Transform for Ship Wake Detection in SAR Imagery	2021	Wanli Ma Alin Achim Oktay Karakuş
+	Non-Convex Super-Resolution Of Oct Images Via Sparse Representation	2021	Gabriele Scrivanti Luca Calatroni Serena Morigi Lindsay B. Nicholson Alin Achim
+ PDF Chat	A Generalized Gaussian Extension to the Rician Distribution for SAR Image Modeling	2021	Oktay Karakuş Erçan E. Kuruoğlu Alin Achim
+	Current Advances in Computational LUS Imaging A Review	2021	Tianqi Yang Oktay Karakuş Nantheera Anantrasirichai Alin Achim
+ PDF Chat	Modeling and SAR Imaging of the Sea Surface: a Review of the State-of-the-Art with Simulations	2021	Igor G. Rizaev Oktay Karakuş S. J. Hogan Alin Achim
+ PDF Chat	Representation Learning via Cauchy Convolutional Sparse Coding	2021	Perla Mayo Oktay Karakuş Robin Holmes Alin Achim
+	Current Advances in Computational Lung Ultrasound Imaging: A Review	2021	Tianqi Yang Oktay Karakuş Nantheera Anantrasirichai Alin Achim
+	Unsupervised Image Fusion Using Deep Image Priors	2021	Xudong Ma Alin Achim Paul Hill
+	Modeling and SAR Imaging of the Sea Surface: a Review of the State-of-the-Art with Simulations	2021	Igor G. Rizaev Oktay Karakuş S. John Hogan Alin Achim
+	Sparse regularization with a non-convex penalty for SAR imaging and autofocusing	2021	Zi-Yao Zhang Odysseas Pappas Igor G. Rizaev Alin Achim
+	A Simulation Study to Evaluate the Performance of the Cauchy Proximal Operator in Despeckling SAR Images of the Sea Surface	2020	Oktay Karakuş Igor G. Rizaev Alin Achim
+ PDF Chat	River Planform Extraction From High-Resolution SAR Images Via Generalised Gamma Distribution Superpixel Classification	2020	Odysseas Pappas Nantheera Anantrasirichai Alin Achim Byron J. Adams
+ PDF Chat	Iterative Cauchy Thresholding: Regularisation With A Heavy-Tailed Prior	2020	Perla Mayo Robin Holmes Alin Achim
+ PDF Chat	Detection Of Ship Wakes In Sar Imagery Using Cauchy Regularisation	2020	Tianqi Yang Oktay Karakuş Alin Achim
+ PDF Chat	A Simulation Study to Evaluate the Performance of the Cauchy Proximal Operator in Despeckling SAR Images of the Sea Surface	2020	Oktay Karakuş Igor G. Rizaev Alin Achim
+ PDF Chat	Detecting Ground Deformation in the Built Environment Using Sparse Satellite InSAR Data With a Convolutional Neural Network	2020	Nantheera Anantrasirichai Juliet Biggs Krisztina Kelevitz Zahra Sadeghi Tim Wright James Thompson Alin Achim David Bull
+	Detection of Line Artifacts in Lung Ultrasound Images of COVID-19 Patients Via Nonconvex Regularization	2020	Oktay Karakuş Nantheera Anantrasirichai Amazigh Aguersif Stein Silva Adrian Basarab Alin Achim
+	River Planform Extraction From High-Resolution SAR Images via Generalized Gamma Distribution Superpixel Classification	2020	Odysseas Pappas Nantheera Anantrasirichai Alin Achim B. A. Adams
+ PDF Chat	On Solving SAR Imaging Inverse Problems Using Nonconvex Regularization With a Cauchy-Based Penalty	2020	Oktay Karakuş Alin Achim
+ PDF Chat	Detecting Ground Deformation in the Built Environment using Sparse Satellite InSAR data with a Convolutional Neural Network	2020	Nantheera Anantrasirichai Juliet Biggs Krisztina Kelevitz Zahra Sadeghi Tim Wright James Thompson Alin Achim David Bull
+	Deep Learning Framework for Detecting Ground Deformation in the Built Environment using Satellite InSAR data.	2020	Nantheera Anantrasirichai Juliet Biggs Krisztina Kelevitz Zahra Sadeghi Tim Wright James Thompson Alin Achim David Bull
+ PDF Chat	Image fusion via sparse regularization with non-convex penalties	2020	Nantheera Anantrasirichai Rencheng Zheng Ivan Selesnick Alin Achim
+ PDF Chat	Convergence Guarantees for Non-Convex Optimisation With Cauchy-Based Penalties	2020	Oktay Karakuş Perla Mayo Alin Achim
+	SAR Image Autofocusing using Wirtinger calculus and Cauchy regularization	2020	Zi-Yao Zhang Odysseas Pappas Alin Achim
+	Exploiting the Dual-Tree Complex Wavelet Transform for Ship Wake Detection in SAR Imagery	2020	Wanli Ma Alin Achim Oktay Karakuş
+	A Simulation Study to Evaluate the Performance of the Cauchy Proximal Operator in Despeckling SAR Images of the Sea Surface	2020	Oktay Karakuş Igor G. Rizaev Alin Achim
+	Deep Learning Framework for Detecting Ground Deformation in the Built Environment using Satellite InSAR data	2020	Nantheera Anantrasirichai Juliet Biggs Krisztina Kelevitz Zahra Sadeghi Tim Wright James Thompson Alin Achim David Bull
+ PDF Chat	Ship Wake Detection in SAR Images via Sparse Regularization	2019	Oktay Karakuş Igor G. Rizaev Alin Achim
+ PDF Chat	Atmospheric Turbulence Mitigation for Sequences with Moving Objects Using Recursive Image Fusion	2018	Nantheera Anantrasirichai Alin Achim David Bull
+	Recovery of compressively sensed ultrasound images with structured Sparse Bayesian Learning	2018	R. Porter Vladislav B. Tadić Alin Achim
+	Atmospheric turbulence mitigation for sequences with moving objects using recursive image fusion	2018	Nantheera Anantrasirichai Alin Achim David Bull
+ PDF Chat	Energy Efficient Video Fusion with Heterogeneous CPU-FPGA Devices	2016	Peng Sun Alin Achim Ian Hasler Paul Hill Jose Nunez‐Yanez
+	Comments on “A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate α-stable prior”	2007	Alin Achim Erçan E. Kuruoğlu Anastasios Bezerianos Panagiotis Tsakalides

Common Coauthors

Coauthor	Papers Together
Nantheera Anantrasirichai	33
Oktay Karakuş	26
Odysseas Pappas	12
Igor G. Rizaev	10
David Bull	7
Lindsay B. Nicholson	7
Tianqi Yang	7
Marco Allinovi	6
Xin Tian	6
Perla Mayo	5
Juliet Biggs	5
Zi-Yao Zhang	4
Tim Wright	4
Krisztina Kelevitz	4
Paul Hill	4
Xudong Ma	3
Tianqi Yang	3
Zahra Sadeghi	3
Duangdao Palasuwan	3
Thanarat H. Chalidabhongse	3
Wanli Ma	2
Byron J. Adams	2
James Thompson	2
Nuntiporn Nunthanasup	2
S. J. Hogan	2
B. A. Adams	2
Thananop Kobchaisawat	2
Ruixiong Wang	2
Erçan E. Kuruoğlu	2
Adrian Basarab	2
Kamirul Kamirul	2
Stephen Cross	2
Kanyarat Boonpeng	2
Korranat Naruenatthanaset	2
Hatice Ceylan Koydemir	2
Pengcheng Hao	2
James Thompson	2
Robin Holmes	2
Ivan Selesnick	1
Serena Morigi	1
Peng Sun	1
Panagiotis Tsakalides	1
Ian Hasler	1
Qiao Tong	1
S. John Hogan	1
Carolin M. Pirkl	1
Vladislav B. Tadić	1
Jonathan Mamou	1
Xudong Ma	1
Anastasios Bezerianos	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Convergence Guarantees for Non-Convex Optimisation With Cauchy-Based Penalties	2020	Oktay Karakuş Perla Mayo Alin Achim	14
+ PDF Chat	On Solving SAR Imaging Inverse Problems Using Nonconvex Regularization With a Cauchy-Based Penalty	2020	Oktay Karakuş Alin Achim	9
+ PDF Chat	Ship Wake Detection in SAR Images via Sparse Regularization	2019	Oktay Karakuş Igor G. Rizaev Alin Achim	8
+	Sparse Regularization via Convex Analysis	2017	Ivan Selesnick	7
+ PDF Chat	Proximal Splitting Methods in Signal Processing	2011	Patrick L. Combettes Jean‐Christophe Pesquet	6
+ PDF Chat	Bayesian approach with prior models which enforce sparsity in signal and image processing	2012	Ali Mohammad‐Djafari	5
+	Detection of Line Artifacts in Lung Ultrasound Images of COVID-19 Patients Via Nonconvex Regularization	2020	Oktay Karakuş Nantheera Anantrasirichai Amazigh Aguersif Stein Silva Adrian Basarab Alin Achim	5
+ PDF Chat	Image fusion via sparse regularization with non-convex penalties	2020	Nantheera Anantrasirichai Rencheng Zheng Ivan Selesnick Alin Achim	4
+ PDF Chat	Detection Of Ship Wakes In Sar Imagery Using Cauchy Regularisation	2020	Tianqi Yang Oktay Karakuş Alin Achim	4
+ PDF Chat	Efficient Bayesian Computation by Proximal Markov Chain Monte Carlo: When Langevin Meets Moreau	2018	Alain Durmus Éric Moulines Marcelo Pereyra	4
+ PDF Chat	Matrix Completion With Noise	2010	Emmanuel J. Candès Yaniv Plan	3
+	The Complex Gradient Operator and the CR-Calculus	2009	Ken Kreutz-Delgado	3
+ 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	3
+	Spatial Interaction and the Statistical Analysis of Lattice Systems	1974	Julian Besag	3
+ PDF Chat	Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods	1994	Richard Frederick Barrett Michael Berry Tony F. Chan James Demmel J.M. Donato Jack Dongarra Victor Eijkhout Roldan Pozo C.H. Romine Henk van der Vorst	3
+ PDF Chat	A Singular Value Thresholding Algorithm for Matrix Completion	2010	Jian‐Feng Cai Emmanuel J. Candès Zuowei Shen	3
+ PDF Chat	The Application of Convolutional Neural Networks to Detect Slow, Sustained Deformation in InSAR Time Series	2019	Nantheera Anantrasirichai Juliet Biggs F. Albino David Bull	3
+ PDF Chat	A Generalization of the Gamma Distribution	1962	E. W. Stacy	3
+ PDF Chat	A deep learning approach to detecting volcano deformation from satellite imagery using synthetic datasets	2019	Nantheera Anantrasirichai Juliet Biggs F. Albino David Bull	3
+ PDF Chat	Uncertainty quantification for radio interferometric imaging – I. Proximal MCMC methods	2018	Xiaohao Cai Marcelo Pereyra Jason D. McEwen	3
+ PDF Chat	Convex Denoising using Non-Convex Tight Frame Regularization	2015	Ankit Parekh Ivan Selesnick	2
+	Optimal Mass Transport for Registration and Warping	2004	Steven Haker Lei Zhu Allen Tannenbaum Sigurd Angenent	2
+	Total Variation Denoising Via the Moreau Envelope	2017	Ivan Selesnick	2
+ PDF Chat	Ship Wakes: Kelvin or Mach Angle?	2013	Marc Rabaud Frédéric Moisy	2
+ PDF Chat	Deep Learning in Ultrasound Imaging	2019	Ruud J. G. van Sloun Regev Cohen Yonina C. Eldar	2
+ PDF Chat	Nonrigid Image Registration Using Spatially Region-Weighted Correlation Ratio and GPU-Acceleration	2018	Lun Gong Cheng Zhang Luwen Duan Xueying Du Hanqiu Liu Xinjian Chen Jian Zheng	2
+	Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward–backward splitting, and regularized Gauss–Seidel methods	2011	Hédy Attouch Jérôme Bolte B. F. Svaiter	2
+ PDF Chat	Joint Blind Deconvolution and Robust Principal Component Analysis for Blood Flow Estimation in Medical Ultrasound Imaging	2020	Duong-Hung Pham Adrian Basarab Ilyess Zemmoura Jean-Pierre Reménieras Denis Kouamé	2
+	Signal Recovery by Proximal Forward-Backward Splitting	2005	Patrick L. Combettes Valérie R. Wajs	2
+ PDF Chat	The Convergence Guarantees of a Non-Convex Approach for Sparse Recovery	2014	Laming Chen Yuantao Gu	2
+ PDF Chat	Deep Learning for Accelerated Ultrasound Imaging	2018	Yeo Hun Yoon Jong Chul Ye	2
+	River Planform Extraction From High-Resolution SAR Images via Generalized Gamma Distribution Superpixel Classification	2020	Odysseas Pappas Nantheera Anantrasirichai Alin Achim B. A. Adams	2
+	Proximal Algorithms	2013	Neal Parikh Stephen Boyd	2
+	Bayesian estimation of generalized Gamma mixture model based on variational EM algorithm	2018	Chi Liu Heng-Chao Li Kun Fu Fan Zhang Mihai Datcu William J. Emery	2
+ PDF Chat	Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks	2017	Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros	2
+ PDF Chat	One Network to Solve Them All — Solving Linear Inverse Problems Using Deep Projection Models	2017	Je-Yuan Chang Chun‐Liang Li Barnabás Póczos B. V. K. Vijaya Kumar Aswin C. Sankaranarayanan	2
+	A Survey on Nonconvex Regularization-Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning	2018	Fei Wen Lei Chu Peilin Liu Robert C. Qiu	2
+	<i>Lectures on Cauchy's Problem in Linear Partial Differential Equations</i>	1953	Jacques Hadamard Philip Μ. Morse	2
+ PDF Chat	A Class of Nonconvex Penalties Preserving Overall Convexity in Optimization-Based Mean Filtering	2016	Mohammadreza Malek-Mohammadi Cristian R. Rojas Bo Wahlberg	2
+	Shift-Invariance Sparse Coding for Audio Classification	2012	Roger Grosse Rajat Raina Helen Kwong Andrew Y. Ng	2
+	Wavelet-Based Despeckling of SAR Images Using Gauss–Markov Random Fields	2007	Dušan Gleich Mihai Datcu	2
+ PDF Chat	Unsupervised Learning of Generalized Gamma Mixture Model With Application in Statistical Modeling of High-Resolution SAR Images	2015	Heng-Chao Li Vladimir A. Krylov Pingzhi Fan Josiane Zerubia William J. Emery	2
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	2
+	Rough Surface Scattering Based on the Specular Point Theory	1968	Donald E. Barrick	2
+ PDF Chat	Representation Learning: A Review and New Perspectives	2013	Yoshua Bengio Aaron Courville P. M. Durai Raj Vincent	2
+	Automatic Channel Network Extraction From Remotely Sensed Images by Singularity Analysis	2015	Furkan Isikdogan Alan C. Bovik Paola Passalacqua	2
+ PDF Chat	Analysis of the Recovery of Edges in Images and Signals by Minimizing Nonconvex Regularized Least-Squares	2005	Mila Nikolova	2
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+ PDF Chat	Deep Convolutional Neural Network for Inverse Problems in Imaging	2017	Kyong Hwan Jin Michael T. McCann Emmanuel Froustey Michaël Unser	2
+ PDF Chat	Image-to-Image Translation with Conditional Adversarial Networks	2017	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	2