IEEE Transactions on Image Processing

Article	Citations
Consensus Sparsity: Multi-Context Sparse Image Representation via L ∞-Induced Matrix Variate	499
Variational Structured Attention Networks for Deep Visual Representation Learning	483
SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency	471
HAda: Hyper-Adaptive Parameter-Efficient Learning for Multi-View ConvNets	405
Canonical Correlation Analysis With Low-Rank Learning for Image Representation	350
Learning Spectral Cues for Multispectral and Panchromatic Image Fusion	319
One-Class Classification Using ℓp-Norm Multiple Kernel Fisher Null Approach	313
Multi-Granularity Contrastive Cross-Modal Collaborative Generation for End-to-End Long-Term Video Question Answering	277
Toward Projected Clustering With Aggregated Mapping	241
A Low-Rank Tensor Decomposition Model With Factors Prior and Total Variation for Impulsive Noise Removal	231
Multimodal Unrolled Robust PCA for Background Foreground Separation	220
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting	214
A Fast and Efficient Shape Blending by Stable and Analytically Invertible Finite Descriptors	194
Self-Supervised Matting-Specific Portrait Enhancement and Generation	191
Graph Convolutional Dictionary Selection With L₂, ₚ Norm for Video Summarization	180
Harnessing Multi-modal Large Language Models for Measuring and Interpreting Color Differences	165
MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection	165
GMLight: Lighting Estimation via Geometric Distribution Approximation	159
Equivariant Local Reference Frames With Optimization for Robust Non-Rigid Point Cloud Correspondence	154
Pose-Appearance Relational Modeling for Video Action Recognition	152
Uncertainty-Guided Refinement for Fine-Grained Salient Object Detection	145
Cross-Modality Pyramid Alignment for Visual Intention Understanding	143
Multi-Constraint Adversarial Networks for Unsupervised Image-to-Image Translation	141
Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining	139
Pro2Diff: Proposal Propagation for Multi-Object Tracking via the Diffusion Model	139

Attentive WaveBlock: Complementarity-Enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-Identification and Beyond	137
Multiframe Joint Enhancement for Early Interlaced Videos	133
Differentiable SAR Renderer and Image-Based Target Reconstruction	129
Contrast-Reconstruction Representation Learning for Self-Supervised Skeleton-Based Action Recognition	128
TTVFI: Learning Trajectory-Aware Transformer for Video Frame Interpolation	126
Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering	124
Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments	121
STPNet: Scale-aware Text Prompt Network for Medical Image Segmentation	116
Fine-Grained Recognition With Learnable Semantic Data Augmentation	115
Real Image Denoising With a Locally-Adaptive Bitonic Filter	110
Discrete Metric Learning for Fast Image Set Classification	110
Automatic Quaternion-Domain Color Image Stitching	109
Dual Alternating Direction Method of Multipliers for Inverse Imaging	106
An Adaptive Multi-Granularity Graph Representation of Image via Granular-ball Computing	105
OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments	104
FF-LPD: A Real-Time Frame-by-Frame License Plate Detector With Knowledge Distillation and Feature Propagation	103
Attention-Guided Neural Networks for Full-Reference and No-Reference Audio-Visual Quality Assessment	102
Graph Embedding Contrastive Multi-Modal Representation Learning for Clustering	101
Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction	100
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification	100
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning	100
Boundary-Aware Prototype in Semi-Supervised Medical Image Segmentation	99
Addressing Challenges of Incorporating Appearance Cues Into Heuristic Multi-Object Tracker via a Novel Feature Paradigm	99
Non-Cascaded and Crosstalk-Free Multi-Image Encryption Based on Optical Scanning Holography Using 2D Orthogonal Compressive Sensing	98
SegHSI: Semantic Segmentation of Hyperspectral Images With Limited Labeled Pixels	97
Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision	97
Grammar-Induced Wavelet Network for Human Parsing	97
Decoupled Cross-Modal Phrase-Attention Network for Image-Sentence Matching	96
Point-Based Learnable Query Generator for Human–Object Interaction Detection	94
Distractor-Aware Event-Based Tracking	92
Stacked Deconvolutional Network for Semantic Segmentation	92
Unsupervised Modality-Transferable Video Highlight Detection With Representation Activation Sequence Learning	90
IMU-Assisted Online Video Background Identification	89
Coarse-to-Fine Contrastive Self-Supervised Feature Learning for Land-Cover Classification in SAR Images With Limited Labeled Data	89
Toward Video Anomaly Retrieval From Video Anomaly Detection: New Benchmarks and Model	89
Multi-Exposure Image Fusion via Deformable Self-Attention	88
Learning Dynamic Prompts for All-in-One Image Restoration	87
Cyclic Self-Training With Proposal Weight Modulation for Cross-Supervised Object Detection	86
Cross-Domain Diffusion With Progressive Alignment for Efficient Adaptive Retrieval	84
NeuralDiffuser: Neuroscience-Inspired Diffusion Guidance for fMRI Visual Reconstruction	84
Efficient Semi-Supervised Multimodal Hashing With Importance Differentiation Regression	84
Variational Bayes Image Restoration With Compressive Autoencoders	83
NR-MVSNet: Learning Multi-View Stereo Based on Normal Consistency and Depth Refinement	83
Rethinking Sampling Strategies for Unsupervised Person Re-Identification	82
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion	79
Perceptually Weighted Rate Distortion Optimization for Video-Based Point Cloud Compression	79
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning	78
Hyperspectral Meets Optical Flow: Spectral Flow Extraction for Hyperspectral Image Classification	77
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation	76
Interactive Face Video Coding: A Generative Compression Framework	75

Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain	75
Video Moment Retrieval With Cross-Modal Neural Architecture Search	75
SharpFormer: Learning Local Feature Preserving Global Representations for Image Deblurring	73
KSS-ICP: Point Cloud Registration Based on Kendall Shape Space	72
Advances in Predictive RAHT for Geometric Point Cloud Compression	72
Unsupervised Person Re-Identification With Stochastic Training Strategy	71
Fuzzy Sparse Subspace Clustering for Infrared Image Segmentation	71
Cross-Attentional Spatio-Temporal Semantic Graph Networks for Video Question Answering	71
Commonality Feature Representation Learning for Unsupervised Multimodal Change Detection	69
Weakly Supervised Semantic Segmentation via Alternate Self-Dual Teaching	69
RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation	68
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images	68
FsaNet: Frequency Self-Attention for Semantic Segmentation	66
DUT: Learning Video Stabilization by Simply Watching Unstable Videos	66
Precise Facial Landmark Detection by Reference Heatmap Transformer	65
Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification	65
Inverse Image Frequency for Long-Tailed Image Recognition	65
RobustMat: Neural Diffusion for Street Landmark Patch Matching Under Challenging Environments	64
Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition	64
Semi-Supervised Domain Adaptive Structure Learning	63
Robust Ellipse Fitting Based on Maximum Correntropy Criterion With Variable Center	63
NesTD-Net: Deep NESTA-Inspired Unfolding Network With Dual-Path Deblocking Structure for Image Compressive Sensing	61
Characteristic Mapping for Ellipse Detection Acceleration	59
AAP-MIT: Attentive Atrous Pyramid Network and Memory Incorporated Transformer for Multisentence Video Description	59
Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction Network	59
PolarPose: Single-Stage Multi-Person Pose Estimation in Polar Coordinates	58
RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels	57
Compact Representation and Reliable Classification Learning for Point-Level Weakly-Supervised Action Localization	57
Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models	57
Fuzzy Sparse Deviation Regularized Robust Principal Component Analysis	57
Generalizing to Out-of-Sample Degradations via Model Reprogramming	56
Semantic Representation and Attention Alignment for Graph Information Bottleneck in Video Summarization	55
Energy-Based Domain Adaptation Without Intermediate Domain Dataset for Foggy Scene Segmentation	55
Image Reconstruction for Accelerated MR Scan With Faster Fourier Convolutional Neural Networks	55
Joint Local and Nonlocal Progressive Prediction for Versatile Video Coding	55
A Discrete-Mapping-Based Cross-Component Prediction Paradigm for Screen Content Coding	54
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images	54
Spatially Consistent Transformer for Colorization in Monochrome-Color Dual-Lens System	54
HQ2CL: A High-Quality Class Center Learning System for Deep Face Recognition	54
Graph-Based Depth Denoising & Dequantization for Point Cloud Enhancement	54
Partition Map Prediction for Fast Block Partitioning in VVC Intra-Frame Coding	53
Rethinking Object Saliency Ranking: A Novel Whole-Flow Processing Paradigm	53
Mutually Reinforcing Learning of Decoupled Degradation and Diffusion Enhancement for Unpaired Low-Light Image Lightening	53
Continual Referring Expression Comprehension via Dual Modular Memorization	53
Rich Action-Semantic Consistent Knowledge for Early Action Prediction	53
Multi-Scale Fusion and Decomposition Network for Single Image Deraining	53
High-Quality and Diverse Few-Shot Image Generation via Masked Discrimination	53
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution	53
Shared Manifold Regularized Joint Feature Selection for Joint Classification and Regression in Alzheimer’s Disease Diagnosis	53
Implicit-Explicit Integrated Representations for Multi-View Video Compression	52
One Sketch for All: One-Shot Personalized Sketch Segmentation	52
Enhancing Few-Shot Out-of-Distribution Detection With Pre-Trained Model Features	52
MaskFaceGAN: High-Resolution Face Editing With Masked GAN Latent Code Optimization	52
Cross-Modal Causal Representation Learning for Radiology Report Generation	52
Fast Learning Radiance Fields by Shooting Much Fewer Rays	51
Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment	50
Joint Denoising-Demosaicking Network for Long-Wave Infrared Division-of-Focal-Plane Polarization Images With Mixed Noise Level Estimation	50
DMRA: Depth-Induced Multi-Scale Recurrent Attention Network for RGB-D Saliency Detection	50
A Real-Time Memory Updating Strategy for Unsupervised Person Re-Identification	50
Hierarchical Superpixel Segmentation by Parallel CRTrees Labeling	49
Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation	49
Exploring the Potential of Pooling Techniques for Universal Image Restoration	49
UVaT: Uncertainty Incorporated View-Aware Transformer for Robust Multi-View Classification	49
Image-Level Adaptive Adversarial Ranking for Person Re-Identification	48
Dynamic Atomic Column Detection in Transmission Electron Microscopy Videos via Ridge Estimation	48
Perception-Guided Quality Metric of 3D Point Clouds Using Hybrid Strategy	48
Reviewer Summary for Transactions on Image Processing	48
Source-Guided Target Feature Reconstruction for Cross-Domain Classification and Detection	47
Image Compression Using Stochastic-AFD Based Multisignal Sparse Representation	47
Attribute and State Guided Structural Embedding Network for Vehicle Re-Identification	47
MA-ST3D: Motion Associated Self-Training for Unsupervised Domain Adaptation on 3D Object Detection	47
Arbitrary-Scale Texture Generation From Coarse-Grained Control	47
Multi-Person Pose Tracking With Sparse Key-Point Flow Estimation and Hierarchical Graph Distance Minimization	46
Data Augmentation Using Bitplane Information Recombination Model	46
Toward Scalable and Unified Example-Based Explanation and Outlier Detection	46
Degraded Reference Image Quality Assessment	46
FABNet: Frequency-Aware Binarized Network for Single Image Super-Resolution	45
FOVQA: Blind Foveated Video Quality Assessment	45
Deep Underwater Image Quality Assessment With Explicit Degradation Awareness Embedding	45
Bi-Directional Pseudo-Three-Dimensional Network for Video Frame Interpolation	45

Hyperspectral Image Classification via Cascaded Spatial Cross-Attention Network	45
Bayesian Nonnegative Tensor Completion With Automatic Rank Determination	45
Sampling Agnostic Feature Representation for Long-Term Person Re-Identification	45
BPMTrack: Multi-Object Tracking With Detection Box Application Pattern Mining	45
PFONet: A Progressive Feedback Optimization Network for Lightweight Single Image Dehazing	45
Multi-Label Auroral Image Classification Based on CNN and Transformer	45
Rotational Convolution: Rethinking Convolution for Downside Fisheye Images	44
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches	44
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation	44
Zero-Shot Camouflaged Object Detection	44
U-N2C: A Dual Memory-Guided Disentanglement Framework for Unsupervised System Matrix Denoising in Magnetic Particle Imaging	44
Deep Ranking Exemplar-Based Dynamic Scene Deblurring	43
DVMark: A Deep Multiscale Framework for Video Watermarking	43
PointFormer: Keypoint-Guided Transformer for Simultaneous Nuclei Segmentation and Classification in Multi-Tissue Histology Images	43
MetaAge: Meta-Learning Personalized Age Estimators	43
SIR: Self-Supervised Image Rectification via Seeing the Same Scene From Multiple Different Lenses	43
Model-Induced Generalization Error Bound for Information-Theoretic Representation Learning in Source-Data-Free Unsupervised Domain Adaptation	43
Boosting Monocular 3D Human Pose Estimation With Part Aware Attention	43
A New Non-Linear Hyperbolic-Parabolic Coupled PDE Model for Image Despeckling	42
SDSFusion: A Semantic-Aware Infrared and Visible Image Fusion Network for Degraded Scenes	42
CartoonLossGAN: Learning Surface and Coloring of Images for Cartoonization	42
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks	42
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation	42
Learning Domain Invariant Representations for Generalizable Person Re-Identification	41
Learned Image Compression With Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules	41
DO-Conv: Depthwise Over-Parameterized Convolutional Layer	41
MBFQuant: A Multiplier-Bitwidth-Fixed, Mixed-Precision Quantization Method for Mobile CNN-Based Applications	41
Few-Shot Domain Adaptation via Mixup Optimal Transport	41
Hierarchical Hashing Learning for Image Set Classification	41
Sensitivity Decouple Learning for Image Compression Artifacts Reduction	41
Interpretable Neural Networks for Video Separation: Deep Unfolding RPCA With Foreground Masking	40
Dynamic Slimmable Denoising Network	40
U-Shape Transformer for Underwater Image Enhancement	40
Ingredient-Guided Region Discovery and Relationship Modeling for Food Category-Ingredient Prediction	40
TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution	40
Underwater Image Enhancement With Hyper-Laplacian Reflectance Priors	40
Multistage Spatio-Temporal Networks for Robust Sketch Recognition	40
View-Wise Versus Cluster-Wise Weight: Which Is Better for Multi-View Clustering?	40
SSL++: Improving Self-Supervised Learning by Mitigating the Proxy Task-Specificity Problem	40
Linearly Transformed Color Guide for Low-Bitrate Diffusion-Based Image Compression	39
Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement	39
Explicitly-Decoupled Text Transfer With Minimized Background Reconstruction for Scene Text Editing	39
Cross-Modal Contrastive Learning Network for Few-Shot Action Recognition	39
YOLOH: You Only Look One Hourglass for Real-Time Object Detection	39
IEEE Transactions on Image Processing publication information	39
Coupled Splines for Sparse Curve Fitting	38
Versatile Denoising-Based Approximate Message Passing for Compressive Sensing	38
Leveraging Frequency Analysis for Image Denoising Network Pruning	38
Spatio-Temporal Correlation Guided Geometric Partitioning for Versatile Video Coding	38
Hyperpixels: Flexible 4D Over-Segmentation for Dense and Sparse Light Fields	38
Dual Mixture Model Based CNN for Image Denoising	37
Accurate 3D Measurement of Complex Texture Objects by Height Compensation Using a Dual-Projector Structure	37
Multimodal Composition Example Mining for Composed Query Image Retrieval	37
Siamese-DETR for Generic Multi-Object Tracking	37
Learning Structure Aware Deep Spectral Embedding	37
BVI-VFI: A Video Quality Database for Video Frame Interpolation	37
Scale-Aware Crowd Counting Network With Annotation Error Modeling	37
DisAVR: Disentangled Adaptive Visual Reasoning Network for Diagram Question Answering	37
Conditional Feature Learning Based Transformer for Text-Based Person Search	36
An Efficient Transformer Based on Global and Local Self-Attention for Face Photo-Sketch Synthesis	36
View-Consistency Learning for Incomplete Multiview Clustering	36
ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection	36
State-Aware Compositional Learning Toward Unbiased Training for Scene Graph Generation	36
Multi-Branch and Progressive Network for Low-Light Image Enhancement	35
Toward Transparent Deep Image Aesthetics Assessment With Tag-Based Content Descriptors	35
Designing an Illumination-Aware Network for Deep Image Relighting	35
Lightweight Deep Neural Networks for Ship Target Detection in SAR Imagery	35
Learning to Compare Relation: Semantic Alignment for Few-Shot Learning	35
Magi-Net: Meta Negative Network for Early Activity Prediction	35
Hierarchical Prior-Based Super Resolution for Point Cloud Geometry Compression	35
Improving Transferability of Universal Adversarial Perturbation With Feature Disruption	35
Cluster-Guided Asymmetric Contrastive Learning for Unsupervised Person Re-Identification	35
Pseudo-Labeling Based Practical Semi-Supervised Meta-Training for Few-Shot Learning	35
Neuromorphic Synergy for Video Binarization	34
Anomaly Detection for Medical Images Using Heterogeneous Auto-Encoder	34
Deepfake Forensics via an Adversarial Game	34
Self-Supervised Learning of Perceptually Optimized Block Motion Estimates for Video Compression	34
Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning	34
Multi-Modal Remote Sensing Image Matching Considering Co-Occurrence Filter	34
Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation	34
Disparity-Aware Reference Frame Generation Network for Multiview Video Coding	34
Interactive Learning of Intrinsic and Extrinsic Properties for All-Day Semantic Segmentation	34
DREAM-PCD: Deep Reconstruction and Enhancement of mmWave Radar Pointcloud	34
HDR or SDR? A Subjective and Objective Study of Scaled and Compressed Videos	33
Error Model and Concise Temporal Network for Indirect Illumination in 3D Reconstruction	33
Event-Based Optical Flow via Transforming Into Motion-Dependent View	33
Learning Common Semantics via Optimal Transport for Contrastive Multi-View Clustering	33
Alignment Relation is What You Need for Diagram Parsing	33
Latitude-Redundancy-Aware All-Zero Block Detection for Fast 360-Degree Video Coding	33
X-View: Non-Egocentric Multi-View 3D Object Detector	32
Joint Under-Sampling Pattern and Dual-Domain Reconstruction for Accelerating Multi-Contrast MRI	32
Improving Inconspicuous Attributes Modeling for Person Search by Language	32
Diffusion Models as Strong Adversaries	32
Nowhere to Disguise: Spot Camouflaged Objects via Saliency Attribute Transfer	32
Exploration of Learned Lifting-Based Transform Structures for Fully Scalable and Accessible Wavelet-Like Image Compression	32