Compressive_Sensing
Compressive_Sensing
-
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
-
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
-
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
-
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
-
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
-
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
-
Adaptive and Cascaded Compressive Sensing
Chenxi Qiu, Tao Yue, Xuemei Hu
arXiv_CV
arXiv_CV
Reconstruction
Pose
Quantitative
Compressive_Sensing
PDF
-
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
-
Monotonically Convergent Regularization by Denoising
Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov
arXiv_CV
arXiv_CV
Regularization
Compressive_Sensing
Denoising
PDF
-
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
-
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
-
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
-
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
-
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
-
Moment Transform-Based Compressive Sensing in Image Processing
T. Kalampokas, G.A. Papakostas
arXiv_CV
arXiv_CV
Sparse
Compressive_Sensing
Denoising
PDF
-
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
-
Memory-Augmented Deep Unfolding Network for Compressive Sensing
Jiechong Song, Bin Chen, Jian Zhang
arXiv_CV
arXiv_CV
Optimization
Pose
Compressive_Sensing
Attention
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
SNIPS: Solving Noisy Inverse Problems Stochastically
Bahjat Kawar, Gregory Vaksman, Michael Elad
arXiv_CV
arXiv_CV
Super_Resolution
Pose
Compressive_Sensing
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing
Di You, Jingfen Xie, Jian Zhang
arXiv_CV
arXiv_CV
Pose
Quantitative
Compressive_Sensing
PDF
-
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
-
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
-
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
-
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
-
Two-stage Geometric Information Guided Image Reconstruction
Jing Qin, Weihong Guo
arXiv_CV
arXiv_CV
Reconstruction
Sparse
Pose
Compressive_Sensing
Medical
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
Performance Indicator in Multilinear Compressive Learning
Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
arXiv_CV
arXiv_CV
Reconstruction
Pose
Relation
Compressive_Sensing
PDF
-
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
-
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
-
Asynchronous Multi Agent Active Search
Ramina Ghods, Arundhati Banerjee, Jeff Schneider
arXiv_RO
arXiv_RO
Optimization
Sparse
Pose
Action
Compressive_Sensing
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Restricted Structural Random Matrix for Compressive Sensing
Thuong Nguyen Canh, Byeungwoo Jeon
arXiv_CV
arXiv_CV
Reconstruction
Deep_Learning
Compressive_Sensing
PDF
-
Multilinear Compressive Learning with Prior Knowledge
Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
arXiv_CV
arXiv_CV
Knowledge
Pose
Compressive_Sensing
Inference
Prediction
PDF
-
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
-
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
-
Error Resilient Deep Compressive Sensing
Thuong, Nguyen Canh, Chien, Trinh Van
arXiv_CV
arXiv_CV
Reconstruction
Pose
Deep_Learning
Compressive_Sensing
PDF
-
Deep Decomposition Learning for Inverse Imaging Problems
Dongdong Chen, Mike E. Davies
arXiv_CV
arXiv_CV
Super_Resolution
Pose
Deep_Learning
Compressive_Sensing
PDF
-
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
-
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
-
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
-
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
-
Review of Algorithms for Compressive Sensing of Images
Yoni Sher
arXiv_CV
arXiv_CV
Review
Compressive_Sensing
PDF
-
Regularizing linear inverse problems with convolutional neural networks
Reinhard Heckel
arXiv_CV
arXiv_CV
Regularization
Compressive_Sensing
Denoising
CNN
PDF
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
Object tracking in video signals using Compressive Sensing
Marijana Kracunov, Milica Bastica, Jovana Tesovic
arXiv_CV
arXiv_CV
Tracking
Object_Tracking
Compressive_Sensing
PDF
-
License Plate Recognition with Compressive Sensing Based Feature Extraction
Andrej Jokic, Nikola Vukovic
arXiv_CV
arXiv_CV
Recognition
Pose
Action
Classification
Compressive_Sensing
PDF
-
Face Recognition using Compressive Sensing
Slavko Kovacevic, Vuko Djaletic, Jelena Vukovic
arXiv_CV
arXiv_CV
Recognition
Face
Compressive_Sensing
Face_Recognition
PDF
-
Fingerprint Recognition under Missing Image Pixels Scenario
Dejan Brajovic, Kristina Tomovic, Jovan Radonjic
arXiv_CV
arXiv_CV
Reconstruction
Recognition
Sparse
Compressive_Sensing
PDF
-
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
-
Joint group and residual sparse coding for image compressive sensing
Lizhao Li, Song Xiao
arXiv_CV
arXiv_CV
Restoration
Sparse
Pose
Compressive_Sensing
PDF
-
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
-
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
-
Forensic Discrimination between Traditional and Compressive Imaging Systems
Ali Taimori, Farokh Marvasti
arXiv_CV
arXiv_CV
Pose
Classification
Compressive_Sensing
CNN
PDF
-
Non-Local Compressive Sensing Based SAR Tomography
Yilei Shi, Xiao Xiang Zhu, Richard Bamler
arXiv_CV
arXiv_CV
Reconstruction
Sparse
Pose
Compressive_Sensing
PDF
-
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
-
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
-
Multi-Scale Deep Compressive Sensing Network
Thuong Nguyen Canh, Byeungwoo Jeon
arXiv_AI
arXiv_AI
Reconstruction
Pose
Deep_Learning
Compressive_Sensing
CNN
PDF
-
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
-
Perceptual Compressive Sensing
Jiang Du, Xuemei Xie, Chenye Wang, Guangming Shi
arXiv_CV
arXiv_CV
Pose
Compressive_Sensing
PDF
-
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
-
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
-
Nearly Optimal Robust Subspace Tracking
Praneeth Narayanamurthy, Namrata Vaswani
arXiv_CV
arXiv_CV
Tracking
Sparse
Compressive_Sensing
PDF
-
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
-
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
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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
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