Xiaoqiang Lu
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Xiaoqiang Lucomputer-science Degrees
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Computational Linguistics
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Machine Learning
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Computer Science
Xiaoqiang Lu's Degrees
- PhD Computer Science University of California, Berkeley
- Masters Computer Science University of California, Berkeley
- Bachelors Computer Science Tsinghua University
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Why Is Xiaoqiang Lu Influential?
(Suggest an Edit or Addition)Xiaoqiang Lu'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
- Remote Sensing Image Scene Classification: Benchmark and State of the Art (2017) (1329)
- AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification (2016) (1006)
- Manifold Regularized Sparse NMF for Hyperspectral Unmixing (2013) (316)
- Graph-Regularized Low-Rank Representation for Destriping of Hyperspectral Images (2013) (272)
- Spectral–Spatial Attention Network for Hyperspectral Image Classification (2019) (268)
- Remote Sensing Scene Classification by Unsupervised Representation Learning (2017) (217)
- Exploring Models and Data for Remote Sensing Image Caption Generation (2017) (211)
- Scene Recognition by Manifold Regularized Deep Learning Architecture (2015) (185)
- Hyperspectral Image Superresolution by Transfer Learning (2017) (167)
- Semi-Supervised Multitask Learning for Scene Recognition (2015) (159)
- Learning deep event models for crowd anomaly detection (2017) (151)
- Discovering Diverse Subset for Unsupervised Hyperspectral Band Selection (2017) (148)
- Joint Dictionary Learning for Multispectral Change Detection (2017) (146)
- HSA-RNN: Hierarchical Structure-Adaptive RNN for Video Summarization (2018) (137)
- Spatiotemporal Statistics for Video Quality Assessment (2016) (127)
- Hierarchical Recurrent Neural Network for Video Summarization (2017) (120)
- Double Constrained NMF for Hyperspectral Unmixing (2014) (119)
- Hierarchical Recurrent Neural Hashing for Image Retrieval With Hierarchical Convolutional Features (2018) (110)
- Latent Semantic Minimal Hashing for Image Retrieval (2017) (106)
- Geometry constrained sparse coding for single image super-resolution (2012) (104)
- Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection (2019) (103)
- Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification (2020) (96)
- A Feature Aggregation Convolutional Neural Network for Remote Sensing Scene Classification (2019) (95)
- Alternatively Constrained Dictionary Learning For Image Superresolution (2014) (94)
- Remote Sensing Scene Classification by Gated Bidirectional Network (2020) (94)
- A General Framework for Edited Video and Raw Video Summarization (2017) (94)
- Deep semantic understanding of high resolution remote sensing image (2016) (88)
- Temporal Multimodal Learning in Audiovisual Speech Recognition (2016) (86)
- A Hybrid Sparsity and Distance-Based Discrimination Detector for Hyperspectral Images (2018) (85)
- Image Super-Resolution Via Double Sparsity Regularized Manifold Learning (2013) (81)
- MAM-RNN: Multi-level Attention Model Based RNN for Video Captioning (2017) (78)
- A CNN-RNN architecture for multi-label weather recognition (2018) (77)
- Surveillance Video Synopsis via Scaling Down Objects (2016) (75)
- Semi-supervised change detection method for multi-temporal hyperspectral images (2015) (74)
- A Deep Scene Representation for Aerial Scene Classification (2019) (74)
- Dimensionality Reduction by Spatial–Spectral Preservation in Selected Bands (2017) (66)
- Spectral–Spatial Kernel Regularized for Hyperspectral Image Denoising (2015) (66)
- CAM-RNN: Co-Attention Model Based RNN for Video Captioning (2019) (65)
- Remote Sensing Image Scene Classification Using Rearranged Local Features (2019) (61)
- Substance Dependence Constrained Sparse NMF for Hyperspectral Unmixing (2015) (59)
- Sparse Coding From a Bayesian Perspective (2013) (58)
- Multisource Compensation Network for Remote Sensing Cross-Domain Scene Classification (2020) (56)
- A Supervised Segmentation Network for Hyperspectral Image Classification (2021) (56)
- A Coarse-to-Fine Semi-Supervised Change Detection for Multispectral Images (2018) (53)
- Statistical Hypothesis Detector for Abnormal Event Detection in Crowded Scenes (2017) (51)
- The Spectral-Spatial Joint Learning for Change Detection in Multispectral Imagery (2019) (49)
- Multiresolution Imaging (2014) (49)
- Mutual Attention Inception Network for Remote Sensing Visual Question Answering (2022) (48)
- Structured dictionary learning for abnormal event detection in crowded scenes (2018) (48)
- Face Sketch Synthesis by Multidomain Adversarial Learning (2019) (47)
- Exploiting Embedding Manifold of Autoencoders for Hyperspectral Anomaly Detection (2020) (46)
- Deep Cross-Modal Image–Voice Retrieval in Remote Sensing (2020) (44)
- Reconstructive Sequence-Graph Network for Video Summarization (2021) (44)
- Image quality assessment: A sparse learning way (2015) (43)
- Semantic Descriptions of High-Resolution Remote Sensing Images (2019) (41)
- Projection-Based NMF for Hyperspectral Unmixing (2015) (41)
- Local structure learning in high resolution remote sensing image retrieval (2016) (41)
- Deep Representation for Abnormal Event Detection in Crowded Scenes (2016) (40)
- ViT-YOLO:Transformer-Based YOLO for Object Detection (2021) (39)
- MR image super-resolution via manifold regularized sparse learning (2015) (38)
- Sparse coding for image denoising using spike and slab prior (2013) (38)
- Robust visual tracking with discriminative sparse learning (2013) (37)
- Bidirectional Adaptive Feature Fusion for Remote Sensing Scene Classification (2017) (37)
- Robust Alternative Minimization for Matrix Completion (2012) (35)
- Property-Constrained Dual Learning for Video Summarization (2019) (35)
- Deep balanced discrete hashing for image retrieval (2020) (33)
- Key Frame Extraction in the Summary Space (2018) (33)
- Robust Space–Frequency Joint Representation for Remote Sensing Image Scene Classification (2019) (33)
- Unsupervised Change Detection by Cross-Resolution Difference Learning (2021) (33)
- Gated and Axis-Concentrated Localization Network for Remote Sensing Object Detection (2020) (33)
- Optimization for limited angle tomography in medical image processing (2011) (33)
- VisDrone-DET2021: The Vision Meets Drone Object detection Challenge Results (2021) (32)
- Hyperspectral Image Denoising by Fusing the Selected Related Bands (2019) (31)
- Exploiting spatial relation for fine-grained image classification (2019) (31)
- Sound Active Attention Framework for Remote Sensing Image Captioning (2020) (31)
- A Robust Sparse Representation Based Pattern Recognition Approach for Myoelectric Control (2018) (31)
- Generalized Scene Classification From Small-Scale Datasets With Multitask Learning (2021) (31)
- TTH-RNN: Tensor-Train Hierarchical Recurrent Neural Network for Video Summarization (2021) (29)
- A target detection method for hyperspectral image based on mixture noise model (2016) (28)
- Scene Parsing From an MAP Perspective (2015) (27)
- Group sparse reconstruction for image segmentation (2014) (27)
- A Deep Hashing Technique for Remote Sensing Image-Sound Retrieval (2019) (27)
- Rotation-Invariant Attention Network for Hyperspectral Image Classification (2022) (26)
- Subspace Clustering Constrained Sparse NMF for Hyperspectral Unmixing (2020) (26)
- Deep discrete hashing with pairwise correlation learning (2020) (25)
- 3G structure for image caption generation (2019) (25)
- Supervised deep hashing with a joint deep network (2020) (25)
- Auxiliary Loss Multimodal GRU Model in Audio-Visual Speech Recognition (2018) (25)
- Multisource Remote Sensing Data Classification With Graph Fusion Network (2021) (24)
- Bio-Inspired Representation Learning for Visual Attention Prediction (2019) (23)
- Weather recognition via classification labels and weather-cue maps (2019) (22)
- Multi-spectral pedestrian detection (2015) (22)
- A Multi-Task Framework for Weather Recognition (2017) (22)
- Video Captioning with Tube Features (2018) (21)
- Deep Category-Level and Regularized Hashing With Global Semantic Similarity Learning (2020) (21)
- A non-negative low-rank representation for hyperspectral band selection (2016) (21)
- A discriminative representation for human action recognition (2016) (20)
- Retrieval Topic Recurrent Memory Network for Remote Sensing Image Captioning (2020) (20)
- Spectral Super-Resolution of Multispectral Images Using Spatial–Spectral Residual Attention Network (2021) (19)
- Similarity Constrained Convex Nonnegative Matrix Factorization for Hyperspectral Anomaly Detection (2019) (19)
- Discrete Deep Hashing With Ranking Optimization for Image Retrieval (2020) (19)
- Vision-to-Language Tasks Based on Attributes and Attention Mechanism (2019) (18)
- On Combining Social Media and Spatial Technology for POI Cognition and Image Localization (2017) (18)
- A Joint Relationship Aware Neural Network for Single-Image 3D Human Pose Estimation (2020) (18)
- Person Reidentification via Unsupervised Cross-View Metric Learning (2019) (18)
- Adaptive wavelet-Galerkin methods for limited angle tomography (2010) (17)
- Video Synopsis in Complex Situations (2018) (17)
- Action recognition by joint learning (2016) (16)
- Person Reidentification Based on Elastic Projections (2018) (16)
- Penalized Linear Discriminant Analysis of Hyperspectral Imagery for Noise Removal (2017) (15)
- Hyperspectral Band Selection by Discovering Diverse Subset in Multiple Graphs. (2016) (15)
- Hyperspectral Image Super-Resolution with Self-Supervised Spectral-Spatial Residual Network (2021) (14)
- Image Denoising via Improved Sparse Coding (2011) (14)
- Spatial Structure Preserving Feature Pyramid Network for Semantic Image Segmentation (2019) (14)
- Image reconstruction by an alternating minimisation (2011) (14)
- Muti-stage learning for gender and age prediction (2019) (13)
- Low-rank representation for 3D hyperspectral images analysis from map perspective (2015) (13)
- Bidirectional Interaction Network for Person Re-Identification (2021) (13)
- Detection of ships in inland river using high-resolution optical satellite imagery based on mixture of deformable part models (2019) (13)
- Hyperspectral image classification based on joint spectrum of spatial space and spectral space (2018) (11)
- Utilizing homotopy for single image superresolution (2011) (11)
- Local learning-based image super-resolution (2011) (10)
- Author ' s Accepted Manuscript Image Quality Assessment : A Sparse Learning (2015) (10)
- Multimodal Learning via Exploring Deep Semantic Similarity (2016) (10)
- Learning Hash Functions Using Sparse Reconstruction (2014) (10)
- Cross-Attention Spectral-Spatial Network for Hyperspectral Image Classification (2021) (9)
- JM-Net and Cluster-SVM for Aerial Scene Classification (2017) (9)
- Fine-Grained Visual Categorization by Localizing Object Parts With Single Image (2021) (9)
- Disentangled Representation Learning for Cross-Modal Biometric Matching (2022) (9)
- Audio description from image by modal translation network (2021) (8)
- Remote Sensing Scene Classification by Local–Global Mutual Learning (2022) (8)
- Multi-modal gated recurrent units for image description (2018) (8)
- Cross-Domain Scene Classification by Integrating Multiple Incomplete Sources (2021) (8)
- Spatial attention based visual semantic learning for action recognition in still images (2020) (8)
- Attribute-Cooperated Convolutional Neural Network for Remote Sensing Image Classification (2020) (8)
- Local and correlation attention learning for subtle facial expression recognition (2020) (8)
- Feedback mechanism based iterative metric learning for person re-identification (2018) (7)
- Semisupervised Spectral Degradation Constrained Network for Spectral Super-Resolution (2022) (7)
- Hybrid structure for robust dimensionality reduction (2014) (7)
- FFGS: Feature Fusion with Gating Structure for Image Caption Generation (2017) (6)
- Local tomography based on grey model (2013) (6)
- Semisupervised Consistent Projection Metric Learning for Person Reidentification (2020) (6)
- Real-time classification of forearm movements based on high density surface electromyography (2017) (6)
- Person Re-identification by Bidirectional Projection (2014) (6)
- Image2song: Song Retrieval via Bridging Image Content and Lyric Words (2017) (6)
- Action Recognition by Jointly Using Video Proposal and Trajectory (2018) (5)
- Unsupervised feature learning for scene classification of high resolution remote sensing image (2015) (5)
- Unregistered Hyperspectral and Multispectral Image Fusion with Synchronous Nonnegative Matrix Factorization (2020) (5)
- Abnormal event detection by a weakly supervised temporal attention network (2021) (5)
- Pairwise Comparison Network for Remote-Sensing Scene Classification (2022) (5)
- Adaptive multiscale feature for object detection (2021) (5)
- Image de-fencing with hyperspectral camera (2016) (4)
- Deep Voice-Visual Cross-Modal Retrieval with Deep Feature Similarity Learning (2019) (4)
- Multi-Level Alignment Network for Cross-Domain Ship Detection (2022) (4)
- Data-dependent semi-supervised hyperspectral image classification (2013) (4)
- Siamese Dilated Inception Hashing With Intra-Group Correlation Enhancement for Image Retrieval (2020) (4)
- Representative and diverse video summarization (2015) (4)
- Video parsing via spatiotemporally analysis with images (2016) (4)
- A Novel NMF Guided for Hyperspectral Unmixing From Incomplete and Noisy Data (2021) (3)
- A novel alternative algorithm for limited angle tomography (2011) (3)
- Image Jigsaw Puzzles with a Self-Correcting Solver (2013) (3)
- Visible-Infrared Person Re-Identification via Partially Interactive Collaboration (2022) (3)
- Deep Temporal Architecture for Audiovisual Speech Recognition (2017) (3)
- Remote Sensing Image Generation From Audio (2021) (3)
- Human action recognition by multiple spatial clues network (2022) (2)
- Mixture gradient detector for subpixel detection (2013) (2)
- Refraction angle extracting strategy for fan-beam differential phase contrast CT (2014) (2)
- Semi-Supervised Landcover Classification with Adaptive Pixel-Rebalancing Self-Training (2022) (2)
- A Spatial-Spectral Joint Attention Network for Change Detection in Multispectral Imagery (2022) (2)
- Mobile person re-identification with a lightweight trident CNN (2020) (2)
- Robust object tracking via diverse templates (2016) (1)
- Deep object tracking with multi-modal data (2016) (1)
- Video quality assessment via supervised topic model (2014) (1)
- Gestalt Principle Based Change Detection and Background Reconstruction (2016) (1)
- Meta Self-Supervised Learning for Distribution Shifted Few-Shot Scene Classification (2022) (1)
- Hyperspectral Band Selection with Convolutional Neural Network (2018) (1)
- Unsupervised Learning of Human Action Categories in Still Images with Deep Representations (2019) (1)
- Slow Feature Analysis for Multi-Camera Activity Understanding (2013) (1)
- Object or background: Whose call is it in complicated scene classification? (2013) (1)
- Real-time fire detection network for intelligent surveillance systems (2021) (1)
- Robust speckle-autocorrelation non-line-of-sight imaging with generative adversarial networks (2022) (0)
- Multi-modal gated recurrent units for image description (2018) (0)
- Video parsing via spatiotemporally analysis with images (2015) (0)
- Identification of isotonic forearm motions using muscle synergies for brain injured patients (2017) (0)
- Hyperspectral image classification based on joint spectrum of spatial space and spectral space (2018) (0)
- Spectral-Spatial Kernel Regularized for (2015) (0)
- 3D prostate MR image segmentation: A multi-task approach (2013) (0)
- Fully Unsupervised Person Re-Identification by Enhancing Cluster Samples (2021) (0)
- Remote Sensing Cross-Modal Retrieval by Deep Image-Voice Hashing (2022) (0)
- Deep Event Models for Crowd Anomaly Detection (2018) (0)
- Unsupervised variational auto-encoder hash algorithm based on multi-channel feature fusion (2020) (0)
- Attention-Based Multi-Branch Network for Low-Light Image Enhancement (2021) (0)
- Identity Feature Disentanglement for Visible-Infrared Person Re-Identification (2023) (0)
- Enhancing Boundary for Video Object Segmentation (2018) (0)
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What Schools Are Affiliated With Xiaoqiang Lu?
Xiaoqiang Lu is affiliated with the following schools:
