Compressive_Sensing

2022-11-28 A Model-data-driven Network Embedding Multidimensional Features for Tomographic SAR Imaging Yu Ren, Xiaoling Zhang, Xu Zhan, Jun Shi, Shunjun Wei, Tianjiao Zeng arXiv_CV arXiv_CV Embedding Pose Deep_Learning Relation Compressive_Sensing CNN PDF
2022-11-11 JSRNN: Joint Sampling and Reconstruction Neural Networks for High Quality Image Compressed Sensing Chunyan Zeng, Jiaxiang Ye, Zhifeng Wang, Nan Zhao, Minghu Wu arXiv_CV arXiv_CV Reconstruction RNN Pose Deep_Learning Compressive_Sensing Denoising CNN PDF
2022-09-22 Fast Disparity Estimation from a Single Compressed Light Field Measurement Emmanuel Martinez, Edwin Vargas, Henry Arguello arXiv_CV arXiv_CV Optimization Pose Deep_Learning Compressive_Sensing CNN Inference PDF
2022-09-05 Uformer-ICS: A Specialized U-Shaped Transformer for Image Compressive Sensing Kuiyuan Zhang, Zhongyun Hua, Yuanman Li, Yushu Zhang, Yicong Zhou arXiv_CV arXiv_CV Transformer Reconstruction Knowledge Pose Deep_Learning Relation Compressive_Sensing CNN PDF
2022-07-27 D3C2-Net: Dual-Domain Deep Convolutional Coding Network for Compressive Sensing Weiqi Li, Bin Chen, Jian Zhang arXiv_CV arXiv_CV Image_Caption Optimization Pose Compressive_Sensing CNN PDF
2022-07-19 ICRICS: Iterative Compensation Recovery for Image Compressive Sensing Honggui Li, Maria Trocan, Dimitri Galayko, Mohamad Sawan arXiv_CV arXiv_CV Reconstruction Pose Compressive_Sensing PDF
2022-07-15 Robust Deep Compressive Sensing with Recurrent-Residual Structural Constraints Jun Niu arXiv_CV arXiv_CV Reconstruction Optimization RNN Pose Deep_Learning Relation Compressive_Sensing CNN PDF
2022-07-14 Single-Pixel Image Reconstruction Based on Block Compressive Sensing and Deep Learning Stephen L. H. Lau, Edwin K. P. Chong arXiv_CV arXiv_CV Reconstruction Pose Deep_Learning Compressive_Sensing CNN PDF
2022-06-12 A Fast Alternating Minimization Algorithm for Coded Aperture Snapshot Spectral Imaging Based on Sparsity and Deep Image Priors Qile Zhao, Xianhong Zhao, Xu Ma, Xudong Chen, Gonzalo R. Arce arXiv_CV arXiv_CV Reconstruction Regularization Pose Compressive_Sensing PDF
2022-06-06 Stable and memory-efficient image recovery using monotone operator learning Aniket Pramanik, Mathews Jacob arXiv_AI arXiv_AI Gradient_Descent 3D Pose Compressive_Sensing CNN PDF
2022-06-06 Single pixel imaging at high pixel resolutions Rafał Stojek, Anna Pastuszczak, Piotr Wróbel, Rafał Kotyński arXiv_CV arXiv_CV Reconstruction Sparse Pose Action Compressive_Sensing PDF
2022-05-15 Nonconvex ${{L_ {{1/2}}}} $-Regularized Nonlocal Self-similarity Denoiser for Compressive Sensing based CT Reconstruction Yunyi Li (1), Yiqiu Jiang (2), Hengmin Zhang (3), Jianxun Liu (1), Xiangling Ding (1), Guan Gui (4) ((1) School of Computer Science and Engineering, Hunan University of Science and Technology (2) Department of Sports Medicine and Joint Surgery, Nanjing First Hospital, Nanjing Medical University (3) Department of Computer and Information Science, University of Macau (4) College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications) arXiv_CV arXiv_CV Reconstruction Sparse Pose Relation Compressive_Sensing PDF
2022-04-25 Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks Ziyang Zheng, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong arXiv_CV arXiv_CV Reconstruction Sparse Knowledge Pose Compressive_Sensing PDF
2022-04-12 FSOINet: Feature-Space Optimization-Inspired Network for Image Compressive Sensing Wenjun Chen, Chunling Yang, Xin Yang arXiv_CV arXiv_CV Reconstruction Gradient_Descent Optimization Pose Quantitative Deep_Learning Compressive_Sensing PDF
2022-03-21 Adaptive and Cascaded Compressive Sensing Chenxi Qiu, Tao Yue, Xuemei Hu arXiv_CV arXiv_CV Reconstruction Pose Quantitative Compressive_Sensing PDF
2022-03-01 Motion-aware Dynamic Graph Neural Network for Video Compressive Sensing Ruiying Lu, Ziheng Cheng, Bo Chen, Xin Yuan arXiv_CV arXiv_CV Reconstruction Pose Action Detection Object_Detection Compressive_Sensing PDF
2022-02-10 Monotonically Convergent Regularization by Denoising Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov arXiv_CV arXiv_CV Regularization Compressive_Sensing Denoising PDF
2022-02-04 Image-to-Image MLP-mixer for Image Reconstruction Youssef Mansour, Kang Lin, Reinhard Heckel arXiv_CV arXiv_CV Transformer Reconstruction 3D Pose Compressive_Sensing Denoising CNN PDF
2022-01-15 Two-Stage is Enough: A Concise Deep Unfolding Reconstruction Network for Flexible Video Compressive Sensing Siming Zheng, Xiaoyu Yang, Xin Yuan arXiv_CV arXiv_CV Reconstruction 3D Pose Compressive_Sensing PDF
2022-01-03 Low dosage 3D volume fluorescence microscopy imaging using compressive sensing Varun Mannam, Jacob Brandt, Cody J. Smith, Scott Howard arXiv_CV arXiv_CV Reconstruction 3D Restoration Compressive_Sensing PDF
2021-12-31 CSformer: Bridging Convolution and Transformer for Compressive Sensing Dongjie Ye, Zhangkai Ni, Hanli Wang, Jian Zhang, Shiqi Wang, Sam Kwong arXiv_CV arXiv_CV Transformer Reconstruction Represenation_Learning Pose Relation Compressive_Sensing Attention CNN PDF
2021-12-12 HerosNet: Hyperspectral Explicable Reconstruction and Optimal Sampling Deep Network for Snapshot Compressive Imaging Xuanyu Zhang, Yongbing Zhang, Ruiqin Xiong, Qilin Sun, Jian Zhang arXiv_CV arXiv_CV Reconstruction Gradient_Descent Optimization Pose Action Compressive_Sensing Attention PDF
2021-11-14 Moment Transform-Based Compressive Sensing in Image Processing T. Kalampokas, G.A. Papakostas arXiv_CV arXiv_CV Sparse Compressive_Sensing Denoising PDF
2021-10-26 C$^2$SP-Net: Joint Compression and Classification Network for Epilepsy Seizure Prediction Di Wu, Yi Shi, Ziyu Wang, Jie Yang, Mohamad Sawan arXiv_AI arXiv_AI Reconstruction Pose Face Classification Compressive_Sensing Medical Prediction PDF
2021-10-19 Memory-Augmented Deep Unfolding Network for Compressive Sensing Jiechong Song, Bin Chen, Jian Zhang arXiv_CV arXiv_CV Optimization Pose Compressive_Sensing Attention PDF
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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