All Stories

  1. Rolling Shutter Camera: Modeling, Optimization and Learning
  2. EFP-Net: A Novel Building Change Detection Method Based on Efficient Feature Fusion and Foreground Perception
  3. CoA-DLinkNet: Connectivity-Enhanced Dual-Branch Road Extraction Network Based on D-LinkNet
  4. Grid-Transformer for Few-Shot Hyperspectral Image Classification
  5. Semantic Segmentation of Remote Sensing Images with Multi-scale Features and Attention Mechanism
  6. GLMF-Net: A Granular-level and Layer-level Multi-scale Fusion Network for Change Detection
  7. Masked Representation Learning for Domain Generalized Stereo Matching
  8. CRDet: An Object-Context-Aware Detection Network for Oriented Object in Aerial Images
  9. Self-supervised rigid transformation equivariance for accurate 3D point cloud registration
  10. Sliding space-disparity transformer for stereo matching
  11. Gaussian Information Entropy based band Reduction for Unsupervised Hyperspectral Video Tracking
  12. End-to-End Learning the Partial Permutation Matrix for Robust 3D Point Cloud Registration
  13. Context-Aware Video Reconstruction for Rolling Shutter Cameras
  14. Fast and Robust Differential Relative Pose Estimation With Radial Distortion
  15. A Representation Separation Perspective to Correspondence-Free Unsupervised 3-D Point Cloud Registration
  16. SUNet: Symmetric Undistortion Network for Rolling Shutter Correction
  17. Him-Net: A New Neural Network Approach for SAR and Optical Image Template Matching1
  18. LERANet: Low-light Enhancement Network based on Retinex and Attention
  19. RS-DPSNet: Deep Plane Sweep Network for Rolling Shutter Stereo Images
  20. Patch attention network with generative adversarial model for semi-supervised binocular disparity prediction
  21. Adaptive Multi-Layer Structure for Anomaly Detection in Hyperspectral Images
  22. Monocular human pose estimation: A survey of deep learning-based methods
  23. Bidirectional Guided Attention Network for 3-D Semantic Detection of Remote Sensing Images
  24. NLCA-Net: a non-local context attention network for stereo matching
  25. Precise Internal Calibration Scheme for Very-High Resolution SAR System and Its Airborne Campaign Results
  26. CNN with ICA-PCA-DCT Joint Preprocessing for Hyperspectral Image Classification
  27. Imaging experiment based on airship-born SAR for long synthetic aperture time
  28. MSDC-Net: Multi-Scale Dense and Contextual Networks for Stereo Matching
  29. SDBF-Net: Semantic and Disparity Bidirectional Fusion Network for 3D Semantic Detection on Incidental Satellite Images
  30. Input-Perturbation-Sensitivity for Performance Analysis of CNNS on Image Recognition
  31. Convolutional Neural Network with PCA and Batch Normalization for Hyperspectral Image Classification
  32. Dense Depth Completion Based on Piecewise Planar Model
  33. Multi-scale Cross-form Pyramid Network for Stereo Matching
  34. Monocular depth estimation with hierarchical fusion of dilated CNNs and soft-weighted-sum inference
  35. TPMT based Automatic Road Extraction from 3D Real Scenes
  36. Weighted Kernel-Based Signature Subspace Projection for Hyperspectral Target Detection
  37. Compressed Sensing Reconstruction of Hyperspectral Images Based on Spectral Unmixing
  38. Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy
  39. 3D skeleton based action recognition by video-domain translation-scale invariant mapping and multi-scale dilated CNN
  40. Hyperspectral and multispectral image fusion using local spatial-spectral dictionary pair
  41. Machine vision based physical fitness measurement with human posture recognition and skeletal data smoothing
  42. Multi-scale salient object detection with pyramid spatial pooling
  43. Subpixel mapping of hyperspectral images with hybrid endmember library and optimized abundances
  44. A Hybrid Subpixel Mapping Framework for Hyperspectral Images Using Collaborative Representation
  45. Attention to the Scale: Deep Multi-Scale Salient Object Detection
  46. Dense non-rigid structure-from-motion made easy — A spatial-temporal smoothness based solution
  47. Integrated deep and shallow networks for salient object detection
  48. Multi-scale 3D deep convolutional neural network for hyperspectral image classification
  49. Skeleton based action recognition using translation-scale invariant image mapping and multi-scale deep CNN
  50. Skeleton boxes: Solving skeleton based action detection with a single deep convolutional neural network
  51. A Generalized Chirp-Scaling Algorithm for Geosynchronous Orbit SAR Staring Observations
  52. Combination of CEM & RXD for target detection in hyperspectral images
  53. Deep stacking network with coarse features for hyperspectral image classification
  54. Hyperspectral and multispectral image fusion using collaborative representation with local adaptive dictionary pair
  55. Hyperspectral image classification based on deep stacking network
  56. Orthogonal Nonnegative Matrix Factorization Combining Multiple Features for Spectral–Spatial Dimensionality Reduction of Hyperspectral Imagery
  57. Subpixel mapping of hyperspectral images based on collaborative representation
  58. Timing design for geosynchronous SAR
  59. A novel attitude steering strategy for GEO SAR staring imaging
  60. Hyperspectral and multispectral image fusion using CNMF with minimum endmember simplex volume and abundance sparsity constraints
  61. Spatial preprocessing for spectral endmember extraction by local linear embedding
  62. Depth and surface normal estimation from monocular images using regression on deep features and hierarchical CRFs
  63. Endmember extraction by L2,0 constrained sparse dictionary selection
  64. Equivalent-Sparse Unmixing Through Spatial and Spectral Constrained Endmember Selection From an Image-Derived Spectral Library
  65. Extended morphological profiles with duality for hyperspectral image classification
  66. Hyperspectral and multispectral image fusion based on constrained CNMF unmixing
  67. Resource restricted on-line Video Summarization with Minimum Sparse Reconstruction
  68. Video summarization via minimum sparse reconstruction
  69. Hyperspectral Image Resolution Enhancement Using High-Resolution Multispectral Image Based on Spectral Unmixing
  70. Iterative keyframe selection by orthogonal subspace projection
  71. A Top-Down Approach for Video Summarization
  72. A relaxation method to articulated trajectory reconstruction from monocular image sequence
  73. General chairs' welcome message
  74. Hyperspectral image classification based on spectra derivative features and locality preserving analysis
  75. L2,0 constrained sparse dictionary selection for video summarization
  76. Modified affinity propagation clustering
  77. Data structure based discriminant score for feature selection
  78. Unsupervised Spectral Mixture Analysis of Highly Mixed Data With Hopfield Neural Network
  79. Optimizing Hopfield Neural Network for Spectral Mixture Unmixing on GPU Platform
  80. Classification Based on 3-D DWT and Decision Fusion for Hyperspectral Image Analysis
  81. Manifold based Semi supervised Feature Selection for Hyperspectral Data
  82. A Simple Prior-Free Method for Non-rigid Structure-from-Motion Factorization
  83. Projective Multiview Structure and Motion from Element-Wise Factorization
  84. Hyperspectral image classification based on iterative Support Vector Machine by integrating spatial-spectral information
  85. Improving hyperspectral image classification accuracy using Iterative SVM with spatial-spectral information
  86. Neighborhood preserving Nonnegative Matrix Factorization for spectral mixture analysis
  87. A multiclassifier and decision fusion system for hyperspectral image classification
  88. An accurate SVM-based classification approach for hyperspectral image classification
  89. An effective pansharpening algorithm for GeoEye-1 satellite images
  90. Hyperspherical color transform based pansharpening method for WorldView-2 satellite images
  91. Unmixing approach for hyperspectral data resolution enhancement using high resolution multispectral image with unknown spectral response function
  92. Signal characteristics analysis of GEO SAR
  93. Lane Model and Calculation of Lane Geometric Structure and Vehicle Deviation Angle and Position in Lane for Intelligent Vehicle
  94. Differential Edge Extraction Method Analysis Based on Image Brightness Model
  95. Unmixing approach for hyperspectral data resolution enhancement using high resolution multispectral image
  96. Vehicle-Mounted Camera Optimal Setting and Lane Projective Model for Lane Detection System
  97. Unsupervised Spectral Mixture Analysis with Hopfield Neural Network for hyperspectral images
  98. 单目视频运动目标轨迹三维重建的平滑约束法
  99. Alleviating blocking artifacts via curve-fitting
  100. Sharp curve lane boundaries projective model and detection
  101. Unsupervised hyperspectral image classification algorithm by integrating spatial-spectral information
  102. Video Summarization with Global and Local Features
  103. A simple prior-free method for non-rigid structure-from-motion factorization
  104. An EM-based spatial-spectral restoration approach for hyperspectral images
  105. Globally maximizing, locally minimizing: Regularized Nonnegative Matrix Factorization for hyperspectral data feature extraction
  106. Locality-preserving discriminant analysis and Gaussian mixture models for spectral-spatial classification of hyperspectral imagery
  107. Improving Spatial–Spectral Endmember Extraction in the Presence of Anomalous Ground Objects
  108. Double-paralleled ridgelet neural network with IFPSO training algorithm
  109. Factorization-based structure-and-motion computation for generalized camera model
  110. Bayesian fusion of hyperspectral and multispectral images using Gaussian scale mixture prior
  111. Minimum endmember-wise distance constrained Nonnegative Matrix Factorization for Spectral Mixture Analysis of hyperspectral images
  112. A hybrid algorithm for training adaptive ridgelet neural network
  113. A novel semi-supervised feature extraction algorithm
  114. Multi-focus image fusion by progressive pixel extraction
  115. Robust lane detection based on gradient direction
  116. Advance in triangular mesh simplification study
  117. Band regrouping-based lossless compression of hyperspectral images
  118. Multifocus color image fusion on feature level
  119. Spatial Purity Based Endmember Extraction for Spectral Mixture Analysis
  120. Hyperspectral image compression algorithm using wavelet transform and independent component analysis
  121. Remote sensing image restoration based on compressive sensing and two-step iteration shrinkage algorithm
  122. Virtual dimensionality estimation by double subspace projection for hyperspectral images
  123. Mixture Analysis by Multichannel Hopfield Neural Network
  124. Dimension Reduction by Random Projection for Endmember Extraction
  125. Mesh simplification algorithm based on absolute curvature-weighted quadric error metrics
  126. A Robust Feature-Based Camera Motion Estimation Method
  127. A robust mosaic panorama technique for video
  128. Element-Wise Factorization for N-View Projective Reconstruction
  129. Multifocus image fusion based on redundant wavelet transform
  130. An Optimal Tone Mapping Algorithm for the Display of High Dynamic Range Images
  131. A Heterogeneity-Based Ship Detection Algorithm for SAR Imagery
  132. Two Efficient Algorithms for Outlier Removal in Multi-view Geometry Using L∞ Norm
  133. A novel adaptive noise filtering method for SAR images
  134. Hyperspectral image lossless compression algorithm based on adaptive band regrouping
  135. 3D wavelet transform and its application in multispectral and hyperspectral image fusion
  136. A dynamic hierarchy for large models based on adaptive segmentation and fast simplification algorithm
  137. A new method for foggy image enhancment
  138. A novel pansharpening algorithm for IKONOS and QuickBird images
  139. Acoustic objective recognition in wireless sensor networks
  140. Channel estimation method for time-varying channel based on periodic PN sequence for OFDM systems
  141. Comparative analysis of signal processing in brain computer interface
  142. Design of signal processing circuit for 480×6 infrared detector
  143. Residue-based fusion of denoised images by different filter banks
  144. Spectral-spatial Endmember Extraction by Singular Value Decomposition for AVIRIS data
  145. TDI CCD non-uniformity correction algorithm
  146. An efficient medical image tracking algorithm based on motion estimation
  147. Message from general chairs
  148. An automatic ship detection scheme in open ocean for Synthetic Aperture Radar images
  149. Smooth Approximation of L_infinity-Norm for Multi-view Geometry
  150. Hopfield neural network based mixed pixel unmixing for multispectral data
  151. A novel face description by local multi-channel Gabor histogram sequence binary pattern
  152. Gradient-threshold Edge Detection based on Perceptually Adaptive Threshold Selection
  153. Image registration by integrating similarity and epipolor constraints
  154. Lossless compression of hyperspectral images based on 3D context prediction
  155. The research of near-field INISAR imaging diagnosis
  156. Dilation-run wavelet image coding
  157. A New Canny-Based Edge Detector for SAR Image
  158. A new method of image fusion based on redundant wavelet transform
  159. HSDWT based multispectral and hyperspectral image fusion
  160. Multispectral and Panchromatic Image Fusion Algorithm Based on Local Spatial Recovery Model
  161. Rate distortion optimised motion estimation based on a general framework
  162. Feature selection using Double Parallel Feedforward Neural Networks and Particle Swarm Optimization
  163. Advances in Signal and Image Processing for Hyperspectral Remote Sensing
  164. A Level Set Method for Image Segmentation by Integrating Channel Anisotropic Diffusion Information
  165. A Novel Fast Image Fusion Algorithm Based on Directional Contrast and Weighted Activity
  166. Multi-spectral and hyperspectral image fusion using 3-D wavelet transform
  167. Study of Detection Technique Simulation of High Resolution Radar Based on BP Neural Network
  168. Classification of Multi-spectral/Hyperspectral Data using Genetic Programming and Error-correcting Output Codes
  169. Multi-spectral and Panchromatic Image Fusion based on Local Information Entropy and its Distribution Property
  170. A New Adaptive Algorithm for Despeckling SAR Images Based on Contourlet Transform
  171. An Approximate Finite Ridgelet Transform Algorithm for SAR Image Segmentation
  172. Texture-based Segmentation of High Resolution SAR Images Using Contourlet Transform and Mean Shift
  173. Band Selection Based on Feature Weighting for Classification of Hyperspectral Data
  174. High-dimensional multispectral image fusion: classification by neural network
  175. A fast training algorithm for support vector machine via boundary sample selection
  176. A parallel-distributed processing for time-domain deconvolution coefficients
  177. Neural network modeling of flight control system
  178. Generalized inverse group of signal and its implementation with neural networks
  179. Electronically tunable filtering networks: theory, analysis and simulation
  180. Multi-resolution surface reconstruction
  181. Image Feature Detection and Matching Based on SUSAN Method
  182. Research on digitizing processing of the terracotta warriors and horses of the Qin dynasty
  183. Wavelet image coding by dilation-run algorithm
  184. An Adaptive Implementation of the Kernel-Based Object Tracking Method