IEEE Transactions on Image Processing

Article	Citations
ADStereo: Efficient Stereo Matching With Adaptive Downsampling and Disparity Alignment	441
Reserve to Adapt: Mining Inter-Class Relations for Open-Set Domain Adaptation	428
Who, What, and Where: Composite-Semantics Instance Search for Story Videos	420
MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection	354
Optimal Graph Learning-Based Label Propagation for Cross-Domain Image Classification	319
Deep Face Leakage: Inverting High-Quality Faces From Gradients Using Residual Optimization	285
MaeFuse: Transferring Omni Features With Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training	250
MoVis: When 3D Object Detection is Like Human Monocular Vision	250
Co-Learning Meets Stitch-Up for Noisy Multi-Label Visual Recognition	204
Scalable Face Image Coding via StyleGAN Prior: Toward Compression for Human-Machine Collaborative Vision	203
A General Dynamic Knowledge Distillation Method for Visual Analytics	190
Consensus Sparsity: Multi-Context Sparse Image Representation via L ∞-Induced Matrix Variate	190
Deep Hypersphere Feature Regularization for Weakly Supervised RGB-D Salient Object Detection	177
Cross-Modality Pyramid Alignment for Visual Intention Understanding	155
Attention-Guided Neural Networks for Full-Reference and No-Reference Audio-Visual Quality Assessment	148
6D-ViT: Category-Level 6D Object Pose Estimation via Transformer-Based Instance Representation Learning	146
Multiple Information Prompt Learning for Cloth-Changing Person Re-Identification	145
Exploiting Latent Properties to Optimize Neural Codecs	144
Momentum Contrastive Teacher for Semi-Supervised Skeleton Action Recognition	143
Constrained Visual Representation Learning With Bisimulation Metrics for Safe Reinforcement Learning	134
IEEE Transactions on Image Processing Publication Information	133
Variational Structured Attention Networks for Deep Visual Representation Learning	133
Concept-Aware Video Captioning: Describing Videos With Effective Prior Information	127
Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification	124
Tensor Cascaded-Rank Minimization in Subspace: A Unified Regime for Hyperspectral Image Low-Level Vision	124

Wavelet-Guided Promotion-Suppression Transformer for Surface-Defect Detection	122
Temporal Fusion: Continuous-Time Light Field Video Factorization	118
Adaptive Bit Selection for Scalable Deep Hashing	117
Spiking Neural Networks With Adaptive Membrane Time Constant for Event-Based Tracking	113
Harnessing Multi-modal Large Language Models for Measuring and Interpreting Color Differences	113
Super-Resolution Phase Retrieval Network for Single-Pattern Structured Light 3D Imaging	112
Dual-View Curricular Optimal Transport for Cross-Lingual Cross-Modal Retrieval	106
Equivariant Local Reference Frames with Optimization for Robust Non-rigid Point Cloud Correspondence	105
Single-Image-Based Deep Learning for Segmentation of Early Esophageal Cancer Lesions	105
SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency	102
UMCGL: Universal Multi-View Consensus Graph Learning With Consistency and Diversity	100
Multi-Label Adversarial Attack With New Measures and Self-Paced Constraint Weighting	99
An Embeddable Implicit IUVD Representation for Part-Based 3D Human Surface Reconstruction	98
SWFormer: Stochastic Windows Convolutional Transformer for Hybrid Modality Hyperspectral Classification	97
CPI-Parser: Integrating Causal Properties Into Multiple Human Parsing	97
Rethinking Noise Sampling in Class-Imbalanced Diffusion Models	96
Fast and High-Performance Learned Image Compression With Improved Checkerboard Context Model, Deformable Residual Module, and Knowledge Distillation	93
To Boost Zero-Shot Generalization for Embodied Reasoning With Vision-Language Pre-Training	92
Segmentation-Free Velocity Field Super-Resolution on 4D Flow MRI	91
Multi-Granularity Part Sampling Attention for Fine-Grained Visual Classification	91
Exploring Multi-Modal Spatial–Temporal Contexts for High-Performance RGB-T Tracking	90
Unfolded Proximal Neural Networks for Robust Image Gaussian Denoising	89
Explainability Enhanced Object Detection Transformer With Feature Disentanglement	89
CWSCNet: Channel-Weighted Skip Connection Network for Underwater Object Detection	87
Learning Weak Semantics by Feature Graph for Attribute-Based Person Search	87
Learning-Based Rate Control for Video-Based Point Cloud Compression	86
GMLight: Lighting Estimation via Geometric Distribution Approximation	85
A Novel Hybrid Level Set Model for Non-Rigid Object Contour Tracking	85
Frequency Information Disentanglement Network for Video-Based Person Re-Identification	84
Dynamic Neural Network for Lossy-to-Lossless Image Coding	83
Prototype Adaption and Projection for Few- and Zero-Shot 3D Point Cloud Semantic Segmentation	83
Geometry-Aware Deep Video Deblurring via Recurrent Feature Refinement	81
Local Orthogonal Moments for Local Features	80
Fine-Grained Video Retrieval With Scene Sketches	80
Dual Alternating Direction Method of Multipliers for Inverse Imaging	79
JigsawGAN: Auxiliary Learning for Solving Jigsaw Puzzles With Generative Adversarial Networks	79
Rebalanced Zero-Shot Learning	78
Multi-Constraint Adversarial Networks for Unsupervised Image-to-Image Translation	77
Multisubject Task-Related fMRI Data Processing via a Two-Stage Generalized Canonical Correlation Analysis	77
Revisiting the Regularizers in Blind Image Deblurring With a New One	76
User-Guided Deep Human Image Matting Using Arbitrary Trimaps	75
Exploring the Robustness of Human Parsers Toward Common Corruptions	73
Tree-Structured Data Clustering-Driven Neural Network for Intra Prediction in Video Coding	73
CalibNet: Dual-Branch Cross-Modal Calibration for RGB-D Salient Instance Segmentation	72
A Low-Rank Tensor Decomposition Model With Factors Prior and Total Variation for Impulsive Noise Removal	72
Sparse Coding Inspired LSTM and Self-Attention Integration for Medical Image Segmentation	71
Revisiting Domain-Adaptive Semantic Segmentation via Knowledge Distillation	69
A New Cross-Space Total Variation Regularization Model for Color Image Restoration With Quaternion Blur Operator	69
Portrait Shadow Removal Using Context-Aware Illumination Restoration Network	69
TTVFI: Learning Trajectory-Aware Transformer for Video Frame Interpolation	68

Learning Frame-Event Fusion for Motion Deblurring	68
MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers	68
GSSF: Generalized Structural Sparse Function for Deep Cross-Modal Metric Learning	68
Efficient 3D Scene Semantic Segmentation via Active Learning on Rendered 2D Images	66
Toward Projected Clustering With Aggregated Mapping	66
Feature Preserving Non-Rigid Iterative Weighted Closest Point and Semi-Curvature Registration	65
Defending Against Multiple and Unforeseen Adversarial Videos	65
Interactive Regression and Classification for Dense Object Detector	65
Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering	64
Point Cloud Video Super-Resolution via Partial Point Coupling and Graph Smoothness	63
MuTrans: Multiple Transformers for Fusing Feature Pyramid on 2D and 3D Object Detection	63
VPU: A Video-Based Point Cloud Upsampling Framework	63
HGR-Net: Hierarchical Graph Reasoning Network for Arbitrary Shape Scene Text Detection	63
Multimodal Unrolled Robust PCA for Background Foreground Separation	61
Helping Visually Impaired People Take Better Quality Pictures	61
A Dual-Branch Self-Boosting Framework for Self-Supervised 3D Hand Pose Estimation	59
A New Language-Independent Deep CNN for Scene Text Detection and Style Transfer in Social Media Images	58
Cross-Modal Graph With Meta Concepts for Video Captioning	57
Ingredient Prediction via Context Learning Network With Class-Adaptive Asymmetric Loss	57
MetaLabelNet: Learning to Generate Soft-Labels From Noisy-Labels	57
BooDet: Gradient Boosting Object Detection With Additive Learning-Based Prediction Aggregation	56
Semantic-Aware Modular Capsule Routing for Visual Question Answering	56
Learning Feature Channel Weighting for Real-Time Visual Tracking	55
A Geodesic Translation Model for Spherical Video Compression	54
From Global to Local: Multi-Scale Out-of-Distribution Detection	53
Real Image Denoising With a Locally-Adaptive Bitonic Filter	51
Enhancing Person Re-Identification Performance Through In Vivo Learning	51
Pre-Demosaic Graph-Based Light Field Image Compression	51
Video Reenactment as Inductive Bias for Content-Motion Disentanglement	51
Pro-UIGAN: Progressive Face Hallucination From Occluded Thumbnails	51
FlexHDR: Modeling Alignment and Exposure Uncertainties for Flexible HDR Imaging	51
Self-Supervised Matting-Specific Portrait Enhancement and Generation	51
Broad Spectrum Image Deblurring via an Adaptive Super-Network	50
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting	50
R-PointHop: A Green, Accurate, and Unsupervised Point Cloud Registration Method	50
Improving Embedding Generalization in Few-Shot Learning With Instance Neighbor Constraints	50
Learning a Prototype Discriminator With RBF for Multimodal Image Synthesis	50
Guided Filter Network for Semantic Image Segmentation	50
BLPSeg: Balance the Label Preference in Scribble-Supervised Semantic Segmentation	50
Tolerating Annotation Displacement in Dense Object Counting via Point Annotation Probability Map	49
Deep-Based Film Grain Removal and Synthesis	49
Pattern-Based Reconstruction of K-Level Images From Cutsets	49
Dynamic Frame Interpolation in Wavelet Domain	49
Unsupervised Synthetic Acoustic Image Generation for Audio-Visual Scene Understanding	49
EGRC-Net: Embedding-Induced Graph Refinement Clustering Network	48
Self-Paced Multi-Grained Cross-Modal Interaction Modeling for Referring Expression Comprehension	48
Coarse Mask Guided Interactive Object Segmentation	48
Deep Unrolled Low-Rank Tensor Completion for High Dynamic Range Imaging	48
Learning a Locally Unified 3D Point Cloud for View Synthesis	48
Plug-and-Play Priors for Multi-Shot Compressive Hyperspectral Imaging	48
EDDMF: An Efficient Deep Discrepancy Measuring Framework for Full-Reference Light Field Image Quality Assessment	47
Distance-Aware Occlusion Detection With Focused Attention	47
JNMR: Joint Non-Linear Motion Regression for Video Frame Interpolation	47
A Fast and Efficient Shape Blending by Stable and Analytically Invertible Finite Descriptors	47
Composition and Style Attributes Guided Image Aesthetic Assessment	46
Confusing Image Quality Assessment: Toward Better Augmented Reality Experience	46
Multi-Level Content-Aware Boundary Detection for Temporal Action Proposal Generation	46
Sampling Equivariant Self-Attention Networks for Object Detection in Aerial Images	45
Contrastive Proposal Extension With LSTM Network for Weakly Supervised Object Detection	45
Exploring Long- and Short-Range Temporal Information for Learned Video Compression	45
Data Acquisition and Preparation for Dual-Reference Deep Learning of Image Super-Resolution	45
DO-SA&R: Distant Object Augmented Set Abstraction and Regression for Point-Based 3D Object Detection	45
Exploring Intrinsic Discrimination and Consistency for Weakly Supervised Object Localization	44
Discrete Metric Learning for Fast Image Set Classification	44
Uncertainty Modeling for Gaze Estimation	44
Learning Spectral Cues for Multispectral and Panchromatic Image Fusion	44
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface Representation	43
Anycost Network Quantization for Image Super-Resolution	43
Fast Scalable Image Restoration Using Total Variation Priors and Expectation Propagation	43
TransVQA: Transferable Vector Quantization Alignment for Unsupervised Domain Adaptation	43
A Machine Learning Approach to Design of Aperiodic, Clustered-Dot Halftone Screens via Direct Binary Search	43
Spatial-Temporal Pyramid Graph Reasoning for Action Recognition	43
Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining	43
MFNet: A Novel GNN-Based Multi-Level Feature Network With Superpixel Priors	43
Latent Space Semantic Supervision Based on Knowledge Distillation for Cross-Modal Retrieval	43
Automatic Quaternion-Domain Color Image Stitching	42
Pro2Diff: Proposal Propagation for Multi-Object Tracking via the Diffusion Model	41
Analysis and Benchmarking of Extending Blind Face Image Restoration to Videos	41
RSB-Pose: Robust Short-Baseline Binocular 3D Human Pose Estimation With Occlusion Handling	41
Cost Volume Aggregation in Stereo Matching Revisited: A Disparity Classification Perspective	41

Adapting Vision-Language Models via Learning to Inject Knowledge	41
Normalizing Batch Normalization for Long-Tailed Recognition	41
AnySR: Realizing Image Super-Resolution as Any-Scale, Any-Resource	40
HYRE: Hybrid Regressor for 3D Human Pose and Shape Estimation	40
CLIP4STR: A Simple Baseline for Scene Text Recognition With Pre-Trained Vision-Language Model	40
HAda: Hyper-Adaptive Parameter-Efficient Learning for Multi-View ConvNets	40
Learning Lossless Compression for High Bit-Depth Volumetric Medical Image	40
Toward Blind Flare Removal Using Knowledge-Driven Flare-Level Estimator	40
MISC: Ultra-Low Bitrate Image Semantic Compression Driven by Large Multimodal Model	39
Toward Adversarial Robustness in Unlabeled Target Domains	39
Graph Embedding Contrastive Multi-Modal Representation Learning for Clustering	39
Spectral Clustering Super-Resolution Imaging Based on Multispectral Camera Array	39
One-Class Classification Using ℓp-Norm Multiple Kernel Fisher Null Approach	39
Event-Aware Video Deraining via Multi-Patch Progressive Learning	39
RGB-Guided Depth Map Recovery by Two-Stage Coarse-to-Fine Dense CRF Models	38
Ray-Space Motion Compensation for Lenslet Plenoptic Video Coding	38
Learning Shadow Removal From Unpaired Samples via Reciprocal Learning	38
Motion-Compensated Predictive RAHT for Dynamic Point Clouds	38
Additivity Constrained Linearisation of Camera Calibration Data	38
Perspectively Equivariant Keypoint Learning for Omnidirectional Images	38
Neural Reference Synthesis for Inter Frame Coding	37
Inference-Domain Network Evolution: A New Perspective for One-Shot Multi-Object Tracking	37
Progressive Transfer Learning	37
Polarization Guided HDR Reconstruction via Pixel-Wise Depolarization	37
Exploiting Intra-Slice and Inter-Slice Redundancy for Learning-Based Lossless Volumetric Image Compression	37
Delving Into Crispness: Guided Label Refinement for Crisp Edge Detection	37
Subjective and Objective Audio-Visual Quality Assessment for User Generated Content	37
Scale-Consistent Fusion: From Heterogeneous Local Sampling to Global Immersive Rendering	36
MERF: A Practical HDR-Like Image Generator via Mutual-Guided Learning Between Multi-Exposure Registration and Fusion	36
Multi-Granularity Contrastive Cross-Modal Collaborative Generation for End-to-End Long-Term Video Question Answering	36
Weakly-Supervised RGBD Video Object Segmentation	36
A Closer Look at the Joint Training of Object Detection and Re-Identification in Multi-Object Tracking	36
Canonical Correlation Analysis With Low-Rank Learning for Image Representation	36
NIM-Nets: Noise-Aware Incomplete Multi-View Learning Networks	36
DRNet: Double Recalibration Network for Few-Shot Semantic Segmentation	36
Saliency Guided Deep Neural Network for Color Transfer With Light Optimization	36
Bi-Fusion of Structure and Deformation at Multi-Scale for Joint Segmentation and Registration	36
INSURE: An Information Theory iNspired diSentanglement and pURification modEl for Domain Generalization	35
Graph Embedding Interclass Relation-Aware Adaptive Network for Cross-Scene Classification of Multisource Remote Sensing Data	35
Learning a Deep Demosaicing Network for Spike Camera With Color Filter Array	35
Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach	35
Learning to Generate Parameters of ConvNets for Unseen Image Data	35
Learning Virtual View Selection for 3D Scene Semantic Segmentation	35
Gloss Prior Guided Visual Feature Learning for Continuous Sign Language Recognition	35
FF-LPD: A Real-Time Frame-by-Frame License Plate Detector With Knowledge Distillation and Feature Propagation	35
Local Intensity Order Transformation for Robust Curvilinear Object Segmentation	34
Learnable Feature Augmentation Framework for Temporal Action Localization	34
Trustworthy Limited Data CT Reconstruction Using Progressive Artifact Image Learning	34
Wavelet-Based Texture Reformation Network for Image Super-Resolution	34
A Gating Model for Bias Calibration in Generalized Zero-shot Learning	34
Semi-Supervised Learning With Heterogeneous Distribution Consistency for Visible Infrared Person Re-Identification	33
MM-Net: A MixFormer-Based Multi-Scale Network for Anatomical and Functional Image Fusion	33
A no-Reference Stereoscopic Image Quality Assessment Network Based on Binocular Interaction and Fusion Mechanisms	33
Angular Isotonic Loss Guided Multi-Layer Integration for Few-Shot Fine-Grained Image Classification	32
Multiview Spectral Clustering With Bipartite Graph	32
Towards Low Light Enhancement With RAW Images	32
ShaTure: Shape and Texture Deformation for Human Pose and Attribute Transfer	32
FineAction: A Fine-Grained Video Dataset for Temporal Action Localization	32
Graph Convolutional Dictionary Selection With L₂, ₚ Norm for Video Summarization	32
Robust Object Detection via Adversarial Novel Style Exploration	32
Two-Stage Copy-Move Forgery Detection With Self Deep Matching and Proposal SuperGlue	32
Triple-Level Model Inferred Collaborative Network Architecture for Video Deraining	32
Exploiting Non-Local Priors via Self-Convolution for Highly-Efficient Image Restoration	32
Beyond Appearance: Multi-Frame Spatio-Temporal Context Memory Networks for Efficient and Robust Video Object Segmentation	32
Locality-Aware Channel-Wise Dropout for Occluded Face Recognition	31
Human Co-Parsing Guided Alignment for Occluded Person Re-Identification	31
Content-Aware Scalable Deep Compressed Sensing	31
Weakly Supervised Visual Saliency Prediction	31
Color Image Recovery Using Low-Rank Quaternion Matrix Completion Algorithm	31
Fast Multi-Grid Methods for Minimizing Curvature Energies	31
Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration	31
BANet: A Blur-Aware Attention Network for Dynamic Scene Deblurring	30
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification	30
Exploring Spatial Correlation for Light Field Saliency Detection: Expansion From a Single View	30
CBNet: A Composite Backbone Network Architecture for Object Detection	30
No-Reference Image Quality Assessment by Hallucinating Pristine Features	30
Discrepancy-Aware Meta-Learning for Zero-Shot Face Manipulation Detection	30
Self-Parameter Distillation Dehazing	30
NCSiam: Reliable Matching via Neighborhood Consensus for Siamese-Based Object Tracking	30
DTCM: Joint Optimization of Dark Enhancement and Action Recognition in Videos	29
Weakly-Supervised Salient Object Detection on Light Fields	29
Transductive Few-Shot Learning With Enhanced Spectral-Spatial Embedding for Hyperspectral Image Classification	29
MagConv: Mask-Guided Convolution for Image Inpainting	29
Rotation-Invariant Attention Network for Hyperspectral Image Classification	29
GaitMPL: Gait Recognition With Memory-Augmented Progressive Learning	29
Raformer: Redundancy-Aware Transformer for Video Wire Inpainting	29
Fine-Grained Essential Tensor Learning for Robust Multi-View Spectral Clustering	29
Exploring Sparse Spatial Relation in Graph Inference for Text-Based VQA	29
Relationship-Guided Knowledge Transfer for Class-Incremental Facial Expression Recognition	29
Facial Prior Guided Micro-Expression Generation	29
Deep Multi-Exposure Image Fusion for Dynamic Scenes	29
Dynamic Facial Expression Recognition Under Partial Occlusion With Optical Flow Reconstruction	28
Plug-and-Play Regulators for Image-Text Matching	28
Temporal Phase Unwrapping Based on Unequal Phase-Shifting Code	28
Restructuring the Teacher and Student in Self-Distillation	28