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Compressive_Sensing

Compressive_Sensing

2021-10-11 Revisit Dictionary Learning for Video Compressive Sensing under the Plug-and-Play Framework Qing Yang, Yaping Zhao arXiv_CV arXiv_CV Reconstruction Pose Quantitative Compressive_Sensing Denoising PDF
2021-10-04 Fast Scalable Image Restoration using Total Variation Priors and Expectation Propagation Dan Yao, Stephen McLaughlin, Yoann Altmann arXiv_CV arXiv_CV Restoration Optimization Regularization Pose Action Compressive_Sensing Denoising PDF
2021-09-11 Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network Ruiying Lu, Bo Chen, Guanliang Liu, Ziheng Cheng, Mu Qiao, Xin Yuan arXiv_CV arXiv_CV Pose Detection Object_Detection Compressive_Sensing CNN Optical_Flow Inference PDF
2021-09-02 Remote Multilinear Compressive Learning with Adaptive Compression Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis arXiv_CV arXiv_CV Optimization Pose Classification Detection Compressive_Sensing Inference PDF
2021-07-23 Dynamic Proximal Unrolling Network for Compressive Sensing Imaging Yixiao Yang, Ran Tao, Kaixuan Wei, Ying Fu arXiv_CV arXiv_CV Reconstruction Gradient_Descent Pose Compressive_Sensing Inference PDF
2021-07-15 COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing Di You, Jian Zhang, Jingfen Xie, Bin Chen, Siwei Ma arXiv_CV arXiv_CV Optimization Pose Compressive_Sensing PDF
2021-07-11 Deep Geometric Distillation Network for Compressive Sensing MRI Xiaohong Fan, Yin Yang, Jianping Zhang arXiv_CV arXiv_CV Reconstruction Optimization Pose Deep_Learning Compressive_Sensing PDF
2021-06-29 Efficient Fourier single-pixel imaging with Gaussian random sampling Ziheng Qiu, Xinyi Guo, Tianao Lu, Pan Qi, Zibang Zhang, Jingang Zhong arXiv_CV arXiv_CV Reconstruction Pose Compressive_Sensing PDF
2021-06-08 Deep Random Projection Outlyingness for Unsupervised Anomaly Detection Martin Bauw, Santiago Velasco-Forero, Jesus Angulo, Claude Adnet, Olivier Airiau arXiv_AI arXiv_AI Unsupervised Pose Detection Compressive_Sensing PDF
2021-06-07 Deep Unfolding of Iteratively Reweighted ADMM for Wireless RF Sensing Udaya S.K.P. Miriya Thanthrige, Peter Jung, Aydin Sezgin arXiv_CV arXiv_CV Sparse Pose Face Deep_Learning Detection Compressive_Sensing PDF
2021-06-07 Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek S. Kamilov arXiv_CV arXiv_CV Regularization Compressive_Sensing Denoising PDF
2021-05-31 SNIPS: Solving Noisy Inverse Problems Stochastically Bahjat Kawar, Gregory Vaksman, Michael Elad arXiv_CV arXiv_CV Super_Resolution Pose Compressive_Sensing PDF
2021-05-25 Learning Generative Prior with Latent Space Sparsity Constraints Vinayak Killedar, Praveen Kumar Pokala, Chandra Sekhar Seelamantula arXiv_CV arXiv_CV Reconstruction Pose Compressive_Sensing CNN PDF
2021-05-18 Reinforcement Learning for Adaptive Video Compressive Sensing Sidi Lu, Xin Yuan, Aggelos K Katsaggelos, Weisong Shi arXiv_AI arXiv_AI Reconstruction Reinforcement_Learning Pose Detection Object_Detection Compressive_Sensing CNN PDF
2021-05-04 Generative Adversarial Networks Powered Fast Magnetic Resonance Imaging -- Mini Review, Comparison and Perspectives Guang Yang, Jun Lv, Yutong Chen, Jiahao Huang, Jin Zhu arXiv_CV arXiv_CV Reconstruction Sparse Review Adversarial Pose Compressive_Sensing GAN Medical PDF
2021-04-22 Compressive lensless endoscopy with partial speckle scanning Stéphanie Guérit, Siddharth Sivankutty, John Aldo Lee, Hervé Rigneault, Laurent Jacques arXiv_CV arXiv_CV Reconstruction Pose Compressive_Sensing PDF
2021-04-18 Real-Time Object Detection and Localization in Compressive Sensed Video on Embedded Hardware Yeshwanth Ravi Theja Bethi, Sathyaprakash Narayanan, Venkat Rangan, Chetan Singh Thakur arXiv_CV arXiv_CV Surveillance Reconstruction Knowledge Pose Detection Object_Detection Compressive_Sensing Inference PDF
2021-03-29 Attention-guided Image Compression by Deep Reconstruction of Compressive Sensed Saliency Skeleton Xi Zhang, Xiaolin Wu arXiv_CV arXiv_CV Reconstruction Sketch Salient Pose Deep_Learning Compressive_Sensing Attention Image_Compression PDF
2021-03-26 Subspace-based compressive sensing algorithm for raypath separation in a shallow-water waveguide Longyu Jiang, Zhe Zhang, Rui Jin, Xiao Zhou, Philippe Roux arXiv_SD arXiv_SD Pose Compressive_Sensing PDF
2021-03-22 ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing Di You, Jingfen Xie, Jian Zhang arXiv_CV arXiv_CV Pose Quantitative Compressive_Sensing PDF
2021-03-11 Improved Coherence Index-Based Bound in Compressive Sensing Ljubisa Stankovic, Milos Brajovic, Danilo Mandic, Isidora Stankovic, Milos Dakovic arXiv_AI arXiv_AI Sparse Pose Relation Compressive_Sensing Matching PDF
2021-03-04 Memory-Efficient Network for Large-scale Video Compressive Sensing Ziheng Cheng, Bo Chen, Guanliang Liu, Hao Zhang, Ruiying Lu, Zhengjue Wang, Xin Yuan arXiv_CV arXiv_CV Reconstruction 3D Optimization Knowledge Pose Deep_Learning Detection Object_Detection Compressive_Sensing CNN PDF
2021-03-02 MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing Zhengjue Wang, Hao Zhang, Ziheng Cheng, Bo Chen, Xin Yuan arXiv_CV arXiv_CV Reconstruction Pose Deep_Learning Detection Object_Detection Compressive_Sensing CNN PDF
2021-02-28 OpenICS: Open Image Compressive Sensing Toolbox and Benchmark Jonathan Zhao, Matthew Westerham, Mark Lakatos-Toth, Zhikang Zhang, Avi Moskoff, Fengbo Ren arXiv_CV arXiv_CV Reconstruction Pose Compressive_Sensing PDF
2021-02-16 Two-stage Geometric Information Guided Image Reconstruction Jing Qin, Weihong Guo arXiv_CV arXiv_CV Reconstruction Sparse Pose Compressive_Sensing Medical PDF
2021-02-15 CQNet: Complex Input Quantized Neural Network designed for Massive MIMO CSI Feedback Sijie Ji, Weiping Sun, Mo Li arXiv_AI arXiv_AI Quantization Pose Deep_Learning Compressive_Sensing PDF
2021-01-20 Scalable Deep Compressive Sensing Zhonghao Zhang, Yipeng Liu, Xingyu Cao, Fei Wen, Ce Zhu arXiv_CV arXiv_CV Reconstruction Pose Deep_Learning Compressive_Sensing PDF
2021-01-13 DAEs for Linear Inverse Problems: Improved Recovery with Provable Guarantees Jasjeet Dhaliwal, Kyle Hambrook arXiv_CV arXiv_CV Reconstruction Gradient_Descent Inpainting Super_Resolution Compressive_Sensing Denoising PDF
2020-12-18 Unsupervised Spatial-spectral Network Learning for Hyperspectral Compressive Snapshot Reconstruction Yubao Sun, Ying Yang, Qingshan Liu, Mohan Kankanhalli arXiv_CV arXiv_CV Reconstruction Unsupervised Pose Relation Compressive_Sensing Attention PDF
2020-11-20 Compressive Shack-Hartmann Wavefront Sensing based on Deep Neural Networks Peng Jia, Mingyang Ma, Dongmei Cai, Weihua Wang, Juanjuan Li, Can Li arXiv_CV arXiv_CV Reconstruction Restoration Pose Compressive_Sensing PDF
2020-10-25 SUREMap: Predicting Uncertainty in CNN-based Image Reconstruction Using Stein's Unbiased Risk Estimate Ruangrawee Kitichotkul, Christopher A. Metzler, Frank Ong, Gordon Wetzstein arXiv_CV arXiv_CV Reconstruction Compressive_Sensing Medical CNN PDF
2020-09-22 Performance Indicator in Multilinear Compressive Learning Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis arXiv_CV arXiv_CV Reconstruction Pose Relation Compressive_Sensing PDF
2020-08-04 Fast Nonconvex $T_2^*$ Mapping Using ADMM Shuai Huang, James J. Lah, Jason W. Allen, Deqiang Qiu arXiv_CV arXiv_CV Reconstruction 3D Sparse Regularization Pose Compressive_Sensing PDF
2020-07-27 Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser Zahra Kadkhodaie, Eero P. Simoncelli arXiv_CV arXiv_CV Transfer_Learning Inpainting Super_Resolution Compressive_Sensing Denoising PDF
2020-06-25 Asynchronous Multi Agent Active Search Ramina Ghods, Arundhati Banerjee, Jeff Schneider arXiv_RO arXiv_RO Optimization Sparse Pose Action Compressive_Sensing PDF
2020-06-23 Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang arXiv_CV arXiv_CV Reconstruction RNN Adversarial Pose Deep_Learning Relation Compressive_Sensing GAN PDF
2020-06-18 Generative Patch Priors for Practical Compressive Image Recovery Rushil Anirudh, Suhas Lohit, Pavan Turaga arXiv_CV arXiv_CV Reconstruction Unsupervised Optimization Pose Compressive_Sensing PDF
2020-05-16 The Power of Triply Complementary Priors for Image Compressive Sensing Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu arXiv_CV arXiv_CV Unsupervised Restoration Optimization Pose Compressive_Sensing PDF
2020-05-07 Compressive sensing with un-trained neural networks: Gradient descent finds the smoothest approximation Reinhard Heckel, Mahdi Soltanolkotabi arXiv_CV arXiv_CV Gradient_Descent Restoration Optimization Regularization Compressive_Sensing Denoising CNN PDF
2020-04-21 AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing Zhonghao Zhang, Yipeng Liu, Jiani Liu, Fei Wen, Ce Zhu arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose Compressive_Sensing Denoising PDF
2020-03-02 Convolutional Sparse Support Estimator Network From energy efficient support estimation to learning-aided Compressive Sensing Mehmet Yamac, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj arXiv_CV arXiv_CV Recognition Optimization Sparse Pose Face Compressive_Sensing Face_Recognition CNN PDF
2020-02-24 Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction Bhavya Vasudeva, Puneesh Deora, Saumik Bhattacharya, Pyari Mohan Pradhan arXiv_CV arXiv_CV Reconstruction Adversarial Pose Compressive_Sensing GAN PDF
2020-02-18 Restricted Structural Random Matrix for Compressive Sensing Thuong Nguyen Canh, Byeungwoo Jeon arXiv_CV arXiv_CV Reconstruction Deep_Learning Compressive_Sensing PDF
2020-02-17 Multilinear Compressive Learning with Prior Knowledge Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis arXiv_CV arXiv_CV Knowledge Pose Compressive_Sensing Inference Prediction PDF
2020-01-23 Reducing the Representation Error of GAN Image Priors Using the Deep Decoder Max Daniels, Paul Hand, Reinhard Heckel arXiv_CV arXiv_CV Restoration Knowledge Compressive_Sensing GAN PDF
2019-12-12 A Benchmark to Sparse Coding: When Group Sparsity Meets Rank Minimization Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu arXiv_CV arXiv_CV Inpainting Restoration Sparse Pose Compressive_Sensing PDF
2019-11-28 Error Resilient Deep Compressive Sensing Thuong, Nguyen Canh, Chien, Trinh Van arXiv_CV arXiv_CV Reconstruction Pose Deep_Learning Compressive_Sensing PDF
2019-11-25 Deep Decomposition Learning for Inverse Imaging Problems Dongdong Chen, Mike E. Davies arXiv_CV arXiv_CV Super_Resolution Pose Deep_Learning Compressive_Sensing PDF
2019-11-07 Sound Localization and Separation in Three-dimensional Space Using a Single Microphone with a Metamaterial Enclosure Xuecong Sun, Han Jia, Zhe Zhang, Yuzhen Yang, Zhaoyong Sun, Jun Yang arXiv_SD arXiv_SD Reconstruction Tracking Pose Compressive_Sensing PDF
2019-10-31 Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators Reinhard Heckel, Mahdi Soltanolkotabi arXiv_CV arXiv_CV Gradient_Descent Restoration Regularization Pose Compressive_Sensing Denoising CNN PDF
2019-10-14 Robust Compressive Sensing MRI Reconstruction using Generative Adversarial Networks Puneesh Deora, Bhavya Vasudeva, Saumik Bhattacharya, Pyari Mohan Pradhan arXiv_CV arXiv_CV Reconstruction Adversarial Pose Compressive_Sensing GAN PDF
2019-08-06 Restoration of Non-rigidly Distorted Underwater Images using a Combination of Compressive Sensing and Local Polynomial Image Representations Jerin Geo James, Pranay Agrawal, Ajit Rajwade arXiv_CV arXiv_CV Image_Caption Tracking 3D Restoration Sparse Salient Pose Face Compressive_Sensing Optical_Flow PDF
2019-08-05 Review of Algorithms for Compressive Sensing of Images Yoni Sher arXiv_CV arXiv_CV Review Compressive_Sensing PDF
2019-07-06 Regularizing linear inverse problems with convolutional neural networks Reinhard Heckel arXiv_CV arXiv_CV Regularization Compressive_Sensing Denoising CNN PDF
2019-06-27 More chemical detection through less sampling: amplifying chemical signals in hyperspectral data cubes through compressive sensing Henry Kvinge, Elin Farnell, Julia R. Dupuis, Michael Kirby, Chris Peterson, Elizabeth C. Schundler arXiv_CV arXiv_CV Reconstruction Detection Compressive_Sensing PDF
2019-06-20 Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors Gauri Jagatap, Chinmay Hegde arXiv_CV arXiv_CV Gradient_Descent Inpainting Super_Resolution Compressive_Sensing Denoising PDF
2019-06-20 Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing Mehmet Yamac, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bulent Sankur, Moncef Gabbouj arXiv_CV arXiv_CV Reconstruction Pose Face Compressive_Sensing PDF
2019-06-07 One-Shot Neural Architecture Search via Compressive Sensing Minsu Cho, Mohammadreza Soltani, Chinmay Hegde arXiv_CV arXiv_CV NAS Sparse Knowledge Pose Compressive_Sensing PDF
2019-05-28 Invertible generative models for inverse problems: mitigating representation error and dataset bias Muhammad Asim, Ali Ahmed, Paul Hand arXiv_CV arXiv_CV Reconstruction Inpainting Regularization Adversarial Compressive_Sensing Denoising PDF
2019-05-24 A Compressive Sensing Video dataset using Pixel-wise coded exposure Sathyaprakash Narayanan, Yeshwanth Beti, Chetan Singh Thakur arXiv_CV arXiv_CV Surveillance Tracking Optimization Sparse Pose Compressive_Sensing PDF
2019-05-17 Multilinear Compressive Learning Dat Thanh Tran, Mehmet Yamac, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis arXiv_CV arXiv_CV Recognition Pose Face Classification Compressive_Sensing Face_Recognition Inference PDF
2019-03-20 Plug and play methods for magnetic resonance imaging Rizwan Ahmad, Charles A. Bouman, Gregery T. Buzzard, Stanley Chan, Edward T. Reehorst, Philip Schniter arXiv_CV arXiv_CV Reconstruction Review Pose Deep_Learning Compressive_Sensing Denoising PDF
2019-02-26 MC-ISTA-Net: Adaptive Measurement and Initialization and Channel Attention Optimization inspired Neural Network for Compressive Sensing Nanyu Li, Cuiyin Liu, Wei Dai arXiv_CV arXiv_CV Reconstruction Optimization Pose Compressive_Sensing Attention PDF
2019-02-19 Fast Compressive Sensing Recovery Using Generative Models with Structured Latent Variables Shaojie Xu, Sihan Zeng, Justin Romberg arXiv_CV arXiv_CV Reconstruction Pose Deep_Learning Compressive_Sensing PDF
2019-02-13 Super-Resolution of Brain MRI Images using Overcomplete Dictionaries and Nonlocal Similarity Yinghua Li, Bin Song, Jie Guo, Xiaojiang Du, Mohsen Guizani arXiv_CV arXiv_CV Reconstruction Enhancement Super_Resolution Pose Quantitative Classification Compressive_Sensing PDF
2019-02-12 Learning Generative Models of Structured Signals from Their Superposition Using GANs with Application to Denoising and Demixing Mohammadreza Soltani, Swayambhoo Jain, Abhinav Sambasivan arXiv_CV arXiv_CV Adversarial Pose Compressive_Sensing Denoising GAN PDF
2019-02-08 Object tracking in video signals using Compressive Sensing Marijana Kracunov, Milica Bastica, Jovana Tesovic arXiv_CV arXiv_CV Tracking Object_Tracking Compressive_Sensing PDF
2019-02-07 License Plate Recognition with Compressive Sensing Based Feature Extraction Andrej Jokic, Nikola Vukovic arXiv_CV arXiv_CV Recognition Pose Action Classification Compressive_Sensing PDF
2019-02-06 Face Recognition using Compressive Sensing Slavko Kovacevic, Vuko Djaletic, Jelena Vukovic arXiv_CV arXiv_CV Recognition Face Compressive_Sensing Face_Recognition PDF
2019-02-06 Fingerprint Recognition under Missing Image Pixels Scenario Dejan Brajovic, Kristina Tomovic, Jovan Radonjic arXiv_CV arXiv_CV Reconstruction Recognition Sparse Compressive_Sensing PDF
2019-01-24 Learning to compress and search visual data in large-scale systems Sohrab Ferdowsi arXiv_CV arXiv_CV Unsupervised Pose Compressive_Sensing Denoising Image_Compression PDF
2019-01-23 Joint group and residual sparse coding for image compressive sensing Lizhao Li, Song Xiao arXiv_CV arXiv_CV Restoration Sparse Pose Compressive_Sensing PDF
2018-12-19 Training deep learning based image denoisers from undersampled measurements without ground truth and without image prior Magauiya Zhussip, Shakarim Soltanayev, Se Young Chun arXiv_CV arXiv_CV Pose Action Deep_Learning Compressive_Sensing PDF
2018-11-09 A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI Risheng Liu, Yuxi Zhang, Shichao Cheng, Xin Fan, Zhongxuan Luo arXiv_CV arXiv_CV Reconstruction Optimization Pose Deep_Learning Compressive_Sensing PDF
2018-11-07 Forensic Discrimination between Traditional and Compressive Imaging Systems Ali Taimori, Farokh Marvasti arXiv_CV arXiv_CV Pose Classification Compressive_Sensing CNN PDF
2018-11-05 Non-Local Compressive Sensing Based SAR Tomography Yilei Shi, Xiao Xiang Zhu, Richard Bamler arXiv_CV arXiv_CV Reconstruction Sparse Pose Compressive_Sensing PDF
2018-10-31 Compressive Single-pixel Fourier Transform Imaging using Structured Illumination Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques arXiv_CV arXiv_CV Compressive_Sensing Medical PDF
2018-10-15 Compressively Sensed Image Recognition Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bulent Sankur, Moncef Gabbouj arXiv_AI arXiv_AI Reconstruction Recognition Sparse Classification Compressive_Sensing Image_Classification PDF
2018-09-15 Multi-Scale Deep Compressive Sensing Network Thuong Nguyen Canh, Byeungwoo Jeon arXiv_AI arXiv_AI Reconstruction Pose Deep_Learning Compressive_Sensing CNN PDF
2018-09-04 Compressive Hyperspectral Imaging: Fourier Transform Interferometry meets Single Pixel Camera Amirafshar Moshtaghpour, José M. Bioucas-Dias, Laurent Jacques arXiv_CV arXiv_CV Compressive_Sensing PDF
2018-08-27 Perceptual Compressive Sensing Jiang Du, Xuemei Xie, Chenye Wang, Guangming Shi arXiv_CV arXiv_CV Pose Compressive_Sensing PDF
2018-07-28 Image Compression Based on Compressive Sensing: End-to-End Comparison with JPEG Xin Yuan, Raziel Haimi-Cohen arXiv_CV arXiv_CV Reconstruction Quantization Pose Compressive_Sensing Image_Compression PDF
2018-07-24 LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction Kai Xu, Zhikang Zhang, Fengbo Ren arXiv_AI arXiv_AI Reconstruction Adversarial Pose Compressive_Sensing PDF
2018-07-06 Nearly Optimal Robust Subspace Tracking Praneeth Narayanamurthy, Namrata Vaswani arXiv_CV arXiv_CV Tracking Sparse Compressive_Sensing PDF
2018-02-24 Group Sparse Precoding for Cloud-RAN with Multiple User Antennas Zhiyang Liu, Hong Wu, Yingxin Zhao, Shuxue Ding arXiv_CV arXiv_CV Optimization Sparse Pose Compressive_Sensing PDF
2018-02-23 Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees Viraj Shah, Chinmay Hegde arXiv_CV arXiv_CV Gradient_Descent Adversarial Pose Compressive_Sensing GAN PDF
2017-04-27 Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences Danil Kuzin, Olga Isupova, Lyudmila Mihaylova arXiv_CV arXiv_CV Knowledge Pose Detection Object_Detection Compressive_Sensing Autonomous PDF

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