Zhen-wei Shi
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Zhen-wei Shicomputer-science Degrees
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Artificial Intelligence
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Computer Science
Zhen-wei Shi's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science Stanford University
- Bachelors Computer Science Tsinghua University
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(Suggest an Edit or Addition)Zhen-wei Shi's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Object Detection in 20 Years: A Survey (2019) (771)
- A Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Change Detection (2020) (327)
- MugNet: Deep learning for hyperspectral image classification using limited samples (2017) (205)
- Ship Detection in Spaceborne Optical Image With SVD Networks (2016) (189)
- Multilevel Cloud Detection in Remote Sensing Images Based on Deep Learning (2017) (177)
- Ship Detection in High-Resolution Optical Imagery Based on Anomaly Detector and Local Shape Feature (2014) (173)
- Remote Sensing Image Change Detection With Transformers (2021) (168)
- R-VCANet: A New Deep-Learning-Based Hyperspectral Image Classification Method (2017) (161)
- Super-Resolution for Remote Sensing Images via Local–Global Combined Network (2017) (155)
- Single Remote Sensing Image Dehazing (2014) (116)
- Random Access Memories: A New Paradigm for Target Detection in High Resolution Aerial Remote Sensing Images (2018) (115)
- Sparse Unmixing of Hyperspectral Data Using Spectral A Priori Information (2015) (100)
- Can a Machine Generate Humanlike Language Descriptions for a Remote Sensing Image? (2017) (98)
- Fully Convolutional Network With Task Partitioning for Inshore Ship Detection in Optical Remote Sensing Images (2017) (98)
- Unsupervised Single-Channel Music Source Separation by Average Harmonic Structure Modeling (2008) (96)
- A Hierarchical Oil Tank Detector With Deep Surrounding Features for High-Resolution Optical Satellite Imagery (2015) (93)
- Subspace Matching Pursuit for Sparse Unmixing of Hyperspectral Data (2014) (88)
- Hierarchical Guidance Filtering-Based Ensemble Classification for Hyperspectral Images (2017) (87)
- Hierarchical Suppression Method for Hyperspectral Target Detection (2016) (81)
- Blind Separation of Superimposed Moving Images Using Image Statistics (2012) (81)
- A nowcasting model for the prediction of typhoon tracks based on a long short term memory neural network (2018) (68)
- Maritime Semantic Labeling of Optical Remote Sensing Images with Multi-Scale Fully Convolutional Network (2017) (65)
- Regularized Simultaneous Forward–Backward Greedy Algorithm for Sparse Unmixing of Hyperspectral Data (2014) (64)
- Multi-scale retinex improvement for nighttime image enhancement (2014) (61)
- Interactive localized content based image retrieval with multiple-instance active learning (2010) (57)
- Multi-objective based spectral unmixing for hyperspectral images (2017) (57)
- ℓ0-based sparse hyperspectral unmixing using spectral information and a multi-objectives formulation (2018) (53)
- Dehazing for Multispectral Remote Sensing Images Based on a Convolutional Neural Network With the Residual Architecture (2018) (52)
- Hyperspectral Image Classification Based on Nonlinear Spectral–Spatial Network (2016) (52)
- Coupled Adversarial Training for Remote Sensing Image Super-Resolution (2020) (51)
- Hyperspectral Image Target Detection Improvement Based on Total Variation (2016) (49)
- CoinNet: Copy Initialization Network for Multispectral Imagery Semantic Segmentation (2019) (49)
- Real-Time Traffic Light Detection With Adaptive Background Suppression Filter (2016) (48)
- Scene Learning for Cloud Detection on Remote-Sensing Images (2015) (47)
- Domain Adaptation Based on Correlation Subspace Dynamic Distribution Alignment for Remote Sensing Image Scene Classification (2020) (45)
- Fast haze removal for a single remote sensing image using dark channel prior (2012) (45)
- DSSNet: A Simple Dilated Semantic Segmentation Network for Hyperspectral Imagery Classification (2020) (43)
- Ensemble-Based Cascaded Constrained Energy Minimization for Hyperspectral Target Detection (2019) (43)
- Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images (2022) (42)
- Semi-blind source extraction for fetal electrocardiogram extraction by combining non-Gaussianity and time-correlation (2007) (42)
- Airplane detection based on rotation invariant and sparse coding in remote sensing images (2014) (42)
- Robust Hyperspectral Image Target Detection Using an Inequality Constraint (2015) (38)
- Blindly separating mixtures of multiple layers with spatial shifts (2008) (38)
- Face-to-Parameter Translation for Game Character Auto-Creation (2019) (37)
- Collaborative Sparse Hyperspectral Unmixing Using $l_{0}$ Norm (2018) (34)
- A new fixed-point algorithm for independent component analysis (2004) (34)
- An automated airplane detection system for large panchromatic image with high spatial resolution (2014) (33)
- Unsupervised Saliency Model with Color Markov Chain for Oil Tank Detection (2019) (32)
- Automatic Raft Labeling for Remote Sensing Images via Dual-Scale Homogeneous Convolutional Neural Network (2018) (32)
- SparseCEM and SparseACE for Hyperspectral Image Target Detection (2014) (31)
- Single image dehazing in inhomogeneous atmosphere (2014) (30)
- Blind Source Extraction Using Generalized Autocorrelations (2007) (29)
- A fast fixed-point algorithm for complexity pursuit (2005) (29)
- Hybrid-Scale Self-Similarity Exploitation for Remote Sensing Image Super-Resolution (2022) (29)
- Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images (2020) (29)
- Airport detection based on Line Segment Detector (2012) (29)
- Multiresolution Airport Detection via Hierarchical Reinforcement Learning Saliency Model (2017) (28)
- Voxel-Based Extraction and Classification of 3-D Pole-Like Objects From Mobile LiDAR Point Cloud Data (2018) (26)
- A Novel Spectral-Unmixing-Based Green Algae Area Estimation Method for GOCI Data (2017) (26)
- Nonnegative matrix factorization for hyperspectral unmixing using prior knowledge of spectral signatures (2012) (25)
- Blind separation of superimposed images with unknown motions (2009) (25)
- Utilizing Multilevel Features for Cloud Detection on Satellite Imagery (2018) (25)
- A New Unsupervised Hyperspectral Band Selection Method Based on Multiobjective Optimization (2017) (24)
- A fixed-point algorithm for blind source separation with nonlinear autocorrelation (2009) (23)
- Building Extraction from Remote Sensing Images with Sparse Token Transformers (2021) (23)
- Sparse hyperspectral unmixing using an approximate L0 norm (2014) (23)
- A geographic information-driven method and a new large scale dataset for remote sensing cloud/snow detection (2021) (22)
- Tropical cyclone intensity prediction based on recurrent neural networks (2019) (22)
- Blind source separation with nonlinear autocorrelation and non-Gaussianity (2009) (22)
- Gaussian moments for noisy complexity pursuit (2006) (21)
- A Classification-Based Model for Multi-Objective Hyperspectral Sparse Unmixing (2019) (21)
- Multi-resolution networks for ship detection in infrared remote sensing images (2018) (21)
- Ship detection in spaceborne infrared images based on Convolutional Neural Networks and synthetic targets (2019) (21)
- Airplane detection in remote sensing images based on Object Proposal (2016) (20)
- Generative Adversarial Training for Weakly Supervised Cloud Matting (2019) (20)
- Deep Matting for Cloud Detection in Remote Sensing Images (2020) (19)
- Analysis for the Weakly Pareto Optimum in Multiobjective-Based Hyperspectral Band Selection (2019) (19)
- Vehicle detection in remote sensing imagery based on salient information and local shape feature (2015) (19)
- Automatic Recognition of Pole-Like Objects from Mobile Laser Scanning Point Clouds (2018) (19)
- Hyperspectral image fusion by the similarity measure-based variational method (2011) (19)
- Local Attention Networks for Occluded Airplane Detection in Remote Sensing Images (2020) (19)
- High-Resolution Remote Sensing Image Captioning Based on Structured Attention (2021) (19)
- Blind source separation of more sources than mixtures using sparse mixture models (2005) (18)
- Hyperspectral Image Target Detection Improvement Based on Total Variation. (2016) (18)
- A Contextual Bidirectional Enhancement Method for Remote Sensing Image Object Detection (2020) (17)
- Multiobjective-Based Sparse Representation Classifier for Hyperspectral Imagery Using Limited Samples (2019) (17)
- Geographical Knowledge-Driven Representation Learning for Remote Sensing Images (2021) (16)
- Hyperspectral image fusion based on sparse constraint NMF (2014) (16)
- An End-to-End Network for Remote Sensing Imagery Semantic Segmentation via Joint Pixel- and Representation-Level Domain Adaptation (2021) (16)
- Nonlocal Similarity Regularized Sparsity Model for Hyperspectral Target Detection (2013) (16)
- Extraction of urban power lines and potential hazard analysis from mobile laser scanning point clouds (2020) (16)
- Simultaneously Multiobjective Sparse Unmixing and Library Pruning for Hyperspectral Imagery (2021) (16)
- Robust Sparse Unmixing for Hyperspectral Imagery (2018) (16)
- Semantic Segmentation of Remote Sensing Images With Self-Supervised Multitask Representation Learning (2021) (16)
- Simultaneous Super-Resolution and Segmentation for Remote Sensing Images (2019) (15)
- Hyperspectral and panchromatic image fusion using unmixing-based constrained nonnegative matrix factorization (2013) (15)
- Detecting ship targets in spaceborne infrared image based on modeling radiation anomalies (2017) (15)
- Blind source separation of more sources than mixtures using generalized exponential mixture models (2004) (14)
- A Hierarchical Connection Graph Algorithm for Gable-Roof Detection in Aerial Image (2011) (14)
- Semi-blind source extraction algorithm for fetal electrocardiogram based on generalized autocorrelations and reference signals (2009) (14)
- Hyperspectral image fusion by multiplication of spectral constraint and NMF (2014) (14)
- Multiscale Deep Spatial Feature Extraction Using Virtual RGB Image for Hyperspectral Imagery Classification (2020) (14)
- Robust and real-time traffic light recognition based on hierarchical vision architecture (2014) (14)
- No-Reference Assessment on Haze for Remote-Sensing Images (2016) (14)
- Do Game Data Generalize Well for Remote Sensing Image Segmentation? (2020) (12)
- Fast nonlinear autocorrelation algorithm for source separation (2009) (12)
- Multi-feature sea–land segmentation based on pixel-wise learning for optical remote-sensing imagery (2017) (12)
- A supervised abundance estimation method for hyperspectral unmixing (2018) (12)
- Nonlinear innovation to blind source separation (2007) (11)
- Nonnegative matrix factorization-based hyperspectral and panchromatic image fusion (2013) (11)
- DCL-Net: Augmenting the Capability of Classification and Localization for Remote Sensing Object Detection (2021) (11)
- Noisy blind source separation by nonlinear autocorrelation (2010) (10)
- An Efficient Planar Feature Fitting Method Using Point Cloud Simplification and Threshold-Independent BaySAC (2016) (10)
- Synergistic Attention for Ship Instance Segmentation in SAR Images (2021) (10)
- Energy predictability to blind source separation (2006) (10)
- A new constrained fixed-point algorithm for ordering independent components (2008) (10)
- Hyperspectral target detection using regularized high-order matched filter (2011) (9)
- Sea-land segmentation for infrared remote sensing images based on superpixels and multi-scale features (2018) (9)
- Unsupervised Oil Tank Detection by Shape-Guide Saliency Model (2019) (9)
- Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning (2007) (9)
- Efficient Transformer based Method for Remote Sensing Image Change Detection (2021) (9)
- Robust high-order matched filter for hyperspectral target detection with quasi-Newton method (2010) (9)
- Quadratic Constrained Energy Minimization for hyperspectral target detection (2015) (8)
- A novel unsupervised approach to discovering regions of interest in traffic images (2015) (8)
- Adversarial Training for Solving Inverse Problems in Image Processing (2021) (7)
- Semantic-Aware Dense Representation Learning for Remote Sensing Image Change Detection (2022) (7)
- An airplane detection method for panchromatic image (2013) (7)
- Transformer-based Multi-Stage Enhancement for Remote Sensing Image Super-Resolution (2021) (7)
- Semisupervised Center Loss for Remote Sensing Image Scene Classification (2020) (7)
- Multiscale Methods for Optical Remote-Sensing Image Captioning (2021) (7)
- Hybrid linear and nonlinear complexity pursuit for blind source separation (2012) (7)
- CANet: Centerness-Aware Network for Object Detection in Remote Sensing Images (2021) (7)
- SRDA-Net: Super-Resolution Domain Adaptation Networks for Semantic Segmentation (2020) (7)
- Longwave infrared hyperspectral image classification via an ensemble method (2017) (7)
- Blind source extraction based on generalized autocorrelations and complexity pursuit (2009) (6)
- An Open Set Domain Adaptation Algorithm via Exploring Transferability and Discriminability for Remote Sensing Image Scene Classification (2021) (6)
- Convex relaxation based sparse algorithm for hyperspectral target detection (2013) (6)
- An Inner-Product-Based Discriminative IRLS Algorithm for Sparse Hyperspectral Detection (2014) (6)
- Semantic Segmentation of Remote Sensing Image Based on Regional Self-Attention Mechanism (2021) (6)
- Attention-Based Convolutional Networks for Ship Detection in High-Resolution Remote Sensing Images (2018) (5)
- Deep Autoencoder for Hyperspectral Unmixing via Global-Local Smoothing (2022) (5)
- Hyperspectral Image Classification Based on Deep Forest and Spectral-Spatial Cooperative Feature (2017) (5)
- Mudflat aquaculture labeling for infrared remote sensing images via a scanning convolutional network (2018) (5)
- Subjective Saliency Model Driven by Multi-Cues Stimulus for Airport Detection (2019) (5)
- Target detection using difference measured function based matched filter for hyperspectral imagery (2013) (5)
- A hierarchical oil depot detector in high-resolution images with false detection control (2014) (5)
- DateFinder : detecting date regions on handwritten document images based on positional expectancy (2016) (5)
- Sparse Hyperspectral Unmixing Using An Approximate L 0 (2013) (4)
- Hashing Based Hierarchical Feature Representation for Hyperspectral Imagery Classification (2017) (4)
- Structure–Color Preserving Network for Hyperspectral Image Super-Resolution (2022) (4)
- Bayesian Constrained Energy Minimization for Hyperspectral Target Detection (2021) (4)
- Fast high-order matched filter for hyperspectral image target detection (2018) (4)
- Sparse unmixing analysis for hyperspectral imagery of space objects (2011) (4)
- A regularized non-Gaussianity based multiple-target detector for hyperspectral images (2013) (4)
- MACBSE: Extracting signals with linear autocorrelations (2008) (4)
- Localized content based image retrieval by multiple instance active learning (2008) (4)
- V2RNet: An Unsupervised Semantic Segmentation Algorithm for Remote Sensing Images via Cross-Domain Transfer Learning (2021) (3)
- Robust Sparse Hyperspectral Unmixing Based on Multi-Objective Optimization (2018) (3)
- Neural Rendering for Game Character Auto-Creation (2020) (3)
- Tropical Cyclone Forecast Using Multitask Deep Learning Framework (2022) (3)
- Text-to-Remote-Sensing-Image Generation With Structured Generative Adversarial Networks (2022) (3)
- Richer U-Net: Learning More Details for Road Detection in Remote Sensing Images (2022) (3)
- Semantic Decoupled Representation Learning for Remote Sensing Image Change Detection (2022) (3)
- Hyperspectral Remote Sensing Imagery Generation From RGB Images Based on Joint Discrimination (2021) (3)
- Towards Weakly Pareto Optimal: An Improved Multi-Objective Based Band Selection Method for Hyperspectral Imagery (2018) (2)
- Single-shot weakly-supervised object detection guided by empirical saliency model (2021) (2)
- Remote Sensing Novel View Synthesis With Implicit Multiplane Representations (2022) (2)
- An All-Scale Feature Fusion Network With Boundary Point Prediction for Cloud Detection (2022) (2)
- Scene Aggregation Network for Cloud Detection on Remote Sensing Imagery (2022) (2)
- Physics-Informed Hyperspectral Remote Sensing Image Synthesis With Deep Conditional Generative Adversarial Networks (2022) (2)
- Mining Cross-Domain Structure Affinity for Refined Building Segmentation in Weakly Supervised Constraints (2022) (2)
- Multi-level Cloud Detection in Remote Sensing Images Based on Deep Learning (2017) (2)
- Learning to Segment Objects of Various Sizes in VHR Aerial Images (2018) (2)
- An improved-SFIM fusion method based on the calibration process (2014) (2)
- Dual-Branched Spatio-Temporal Fusion Network for Multihorizon Tropical Cyclone Track Forecast (2022) (2)
- 3D Reconstruction of Remote Sensing Mountain Areas with TSDF-Based Neural Networks (2022) (2)
- A dimension reduction model for sparse hyperspectral target detection with weighted ℓ1 minimization (2012) (2)
- Cross-Domain Transfer for Ship Instance Segmentation in SAR Images (2021) (2)
- LMO-YOLO: A Ship Detection Model for Low-Resolution Optical Satellite Imagery (2022) (2)
- Ship candidates extraction for optical color imagery (2013) (1)
- Hyperspectral unmixing using nonnegative matrix factorization with an approximate L0 sparsity constraint (2012) (1)
- Selective focus saliency model driven by object class-awareness (2020) (1)
- Gable Roof Description by Self-Avoiding Polygon (2009) (1)
- [Blind source separation for fMRI signals using a new independent component analysis algorithm and principal component analysis]. (2007) (1)
- A Fixed-Point Algorithm for Blind Separation of Temporally Correlated Sources (2007) (1)
- Efficient sparse unmixing analysis for hyperspectral imagery based on random projection (2013) (1)
- Blind Source Extraction for Noisy Mixtures by Combining Gaussian Moments and Generalized Autocorrelations (2008) (1)
- A method of automatically estimating the regularization parameter for Non-negative Matrix Factorization (2010) (1)
- Independent Innovation Analysis for Hyperspectral Imagery Unmixing (2008) (1)
- Hyperspectral Image Generation From Rgb Images With Semantic and Spatial Distribution Consistency (2022) (1)
- Object Detection with Proposals in High-Resolution Optical Remote Sensing Images (2017) (1)
- Spatial-Spectral Feedback Network for Super-Resolution of Hyperspectral Imagery (2021) (1)
- A Multiobjective Group Sparse Hyperspectral Unmixing Method With High Correlation Library (2022) (1)
- Multi-Pitch Estimation Based on Partial Event and Support Transfer (2007) (1)
- A quasi-Newton-based spatial multiple materials detector for hyperspectral imagery (2013) (1)
- Panchromatic image processing using hyperspectral unmixing method (2015) (1)
- Space object material identification of hyperspectral data using nonnegative tensor factorization (2011) (1)
- Blind Source Separation Using Quadratic form Innovation (2011) (1)
- A Fixed-Point Algorithm for Nonnegative Independent Component Analysis (2009) (1)
- A TWO-STAGE SOURCE EXTRACTION ALGORITHM FOR TEMPORALLY CORRELATED SIGNALS BASED ON ICA-R (2008) (1)
- Feedback Refined Local-Global Network for Super-Resolution of Hyperspectral Imagery (2021) (1)
- Spatial multiple materials detection in hyperspectral imagery (2011) (1)
- COLLABORATIVE SPARSE UNMIXING OF HYPERSPECTRAL DATA USING L 2 , (2016) (0)
- UGCNet: An Unsupervised Semantic Segmentation Network Embedded With Geometry Consistency for Remote-Sensing Images (2022) (0)
- Single-Sample Aeroplane Detection in High-Resolution Optimal Remote Sensing Imagery (2018) (0)
- Natural gradient for temporally dependent component analysis (2010) (0)
- Fast fixed-point algorithm for blind separation of nonlinear autocorrelation and non-Gaussian sources (2011) (0)
- A Clustering Approach for Blind Source Separation with More Sources than Mixtures (2004) (0)
- Enhance Essential Features for Road Extraction from Remote Sensing Images (2022) (0)
- A quasi-Newton-based spatial multiple materials detector for hyperspectral imagery (2012) (0)
- Nonlinear Innovation to Noisy Blind Source Separation Based on Gaussian Moments (2008) (0)
- Hyperspectral unmixing using non-negative matrix factorization with automatically estimating regularization parameters (2011) (0)
- Blind Source Separation for Noisy Time Series by Combining Non-Gaussianity and Time-Correlation (2008) (0)
- NeuralMagicEye: Learning to See and Understand the Scene Behind an Autostereogram (2020) (0)
- Efficient sparse unmixing analysis for hyperspectral imagery based on random projection (2012) (0)
- Collaborative sparse unmixing of hyperspectral data using L2,P norm (2016) (0)
- Generalized Complexity Pursuit (2008) (0)
- Quadratic Form Innovation to Blind Source Separation (2009) (0)
- Multi-layer filtering approach for hyperspectral target detection (2013) (0)
- Discriminative random fields with belief propagation inference: applications in semantic-based classification of remote sensing images (2009) (0)
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What Schools Are Affiliated With Zhen-wei Shi?
Zhen-wei Shi is affiliated with the following schools:
