IEEE Transactions on Image Processing

Article	Citations
Consensus Sparsity: Multi-Context Sparse Image Representation via L ∞-Induced Matrix Variate	717
Pro2Diff: Proposal Propagation for Multi-Object Tracking via the Diffusion Model	700
Harnessing Multi-modal Large Language Models for Measuring and Interpreting Color Differences	619
Dual Alternating Direction Method of Multipliers for Inverse Imaging	615
An Explanation Method Based on Interpretable Linear Model With Four Key Characteristics	502
Multiframe Joint Enhancement for Early Interlaced Videos	456
An Adaptive Multi-Granularity Graph Representation of Image via Granular-ball Computing	443
Graph Convolutional Dictionary Selection With L₂, ₚ Norm for Video Summarization	409
Toward Efficient Test Time Adaptation With Hierarchical Distribution Alignment	402
Cross-Domain Few-Shot Medical Image Segmentation via Dynamic Semantic Matching	376
A Fast and Efficient Shape Blending by Stable and Analytically Invertible Finite Descriptors	301
Variational Structured Attention Networks for Deep Visual Representation Learning	293
Equivariant Local Reference Frames With Optimization for Robust Non-Rigid Point Cloud Correspondence	255
Self-Supervised Matting-Specific Portrait Enhancement and Generation	246
Color Spike Camera Reconstruction via Long Short-Term Temporal Aggregation of Spike Signals	244
Canonical Correlation Analysis With Low-Rank Learning for Image Representation	229
Learning Spectral Cues for Multispectral and Panchromatic Image Fusion	210
Multi-Constraint Adversarial Networks for Unsupervised Image-to-Image Translation	209
A Low-Rank Tensor Decomposition Model With Factors Prior and Total Variation for Impulsive Noise Removal	209
SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency	205
Spatial Frequency Modulation Network for Efficient Image Dehazing	200
Pose-Appearance Relational Modeling for Video Action Recognition	195
MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection	194
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation	188
HAda: Hyper-Adaptive Parameter-Efficient Learning for Multi-View ConvNets	188

Discrete Metric Learning for Fast Image Set Classification	187
One-Class Classification Using ℓp-Norm Multiple Kernel Fisher Null Approach	186
TTVFI: Learning Trajectory-Aware Transformer for Video Frame Interpolation	175
FF-LPD: A Real-Time Frame-by-Frame License Plate Detector With Knowledge Distillation and Feature Propagation	174
OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments	173
Automatic Quaternion-Domain Color Image Stitching	169
Fine-Grained Recognition With Learnable Semantic Data Augmentation	168
Cross-Modality Pyramid Alignment for Visual Intention Understanding	163
STPNet: Scale-Aware Text Prompt Network for Medical Image Segmentation	155
Multimodal Unrolled Robust PCA for Background Foreground Separation	154
Differentiable SAR Renderer and Image-Based Target Reconstruction	148
Attentive WaveBlock: Complementarity-Enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-Identification and Beyond	147
Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments	145
Real Image Denoising With a Locally-Adaptive Bitonic Filter	138
Contrast-Reconstruction Representation Learning for Self-Supervised Skeleton-Based Action Recognition	137
Uncertainty-Guided Refinement for Fine-Grained Salient Object Detection	136
Multi-Granularity Contrastive Cross-Modal Collaborative Generation for End-to-End Long-Term Video Question Answering	134
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models	132
Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining	132
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting	131
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification	131
Graph Embedding Contrastive Multi-Modal Representation Learning for Clustering	129
GMLight: Lighting Estimation via Geometric Distribution Approximation	129
Toward Projected Clustering With Aggregated Mapping	128
Attention-Guided Neural Networks for Full-Reference and No-Reference Audio-Visual Quality Assessment	127
Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering	127
Advances in Predictive RAHT for Geometric Point Cloud Compression	125
Interactive Face Video Coding: A Generative Compression Framework	124
NeuralDiffuser: Neuroscience-Inspired Diffusion Guidance for fMRI Visual Reconstruction	124
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning	124
Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction	123
Unsupervised Modality-Transferable Video Highlight Detection With Representation Activation Sequence Learning	122
IMU-Assisted Online Video Background Identification	120
Distractor-Aware Event-Based Tracking	118
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning	117
Motion and Appearance Decoupling Representation for Event Cameras	117
SRS: Siamese Reconstruction-Segmentation Network Based on Dynamic-Parameter Convolution	112
Cyclic Self-Training With Proposal Weight Modulation for Cross-Supervised Object Detection	110
Learning Dynamic Prompts for All-in-One Image Restoration	109
ScaleNet: Scaling up Pretrained Neural Networks With Incremental Parameters	108
Coarse-to-Fine Contrastive Self-Supervised Feature Learning for Land-Cover Classification in SAR Images With Limited Labeled Data	108
Addressing Challenges of Incorporating Appearance Cues Into Heuristic Multi-Object Tracker via a Novel Feature Paradigm	108
Unsupervised Person Re-Identification With Stochastic Training Strategy	107
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain	103
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion	103
Commonality Feature Representation Learning for Unsupervised Multimodal Change Detection	102
Hyperspectral Meets Optical Flow: Spectral Flow Extraction for Hyperspectral Image Classification	101
Rethinking Sampling Strategies for Unsupervised Person Re-Identification	100
Perceptually Weighted Rate Distortion Optimization for Video-Based Point Cloud Compression	99
Grammar-Induced Wavelet Network for Human Parsing	98

DUT: Learning Video Stabilization by Simply Watching Unstable Videos	95
Boundary-Aware Prototype in Semi-Supervised Medical Image Segmentation	94
SharpFormer: Learning Local Feature Preserving Global Representations for Image Deblurring	92
Decoupled Cross-Modal Phrase-Attention Network for Image-Sentence Matching	92
FsaNet: Frequency Self-Attention for Semantic Segmentation	91
Multi-Exposure Image Fusion via Deformable Self-Attention	90
Stacked Deconvolutional Network for Semantic Segmentation	90
Cross-Attentional Spatio-Temporal Semantic Graph Networks for Video Question Answering	89
Point-Based Learnable Query Generator for Human–Object Interaction Detection	89
SegHSI: Semantic Segmentation of Hyperspectral Images With Limited Labeled Pixels	89
Fast 3D Room Layout Estimation Based on Compact High-Level Representation	88
Fuzzy Sparse Subspace Clustering for Infrared Image Segmentation	86
Non-Cascaded and Crosstalk-Free Multi-Image Encryption Based on Optical Scanning Holography Using 2D Orthogonal Compressive Sensing	85
RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation	84
Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition	84
Weakly Supervised Semantic Segmentation via Alternate Self-Dual Teaching	84
Precise Facial Landmark Detection by Reference Heatmap Transformer	83
Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision	81
Inverse Image Frequency for Long-Tailed Image Recognition	81
Variational Bayes Image Restoration With Compressive Autoencoders	81
KSS-ICP: Point Cloud Registration Based on Kendall Shape Space	81
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images	80
Efficient Semi-Supervised Multimodal Hashing With Importance Differentiation Regression	80
Video Moment Retrieval With Cross-Modal Neural Architecture Search	79
NR-MVSNet: Learning Multi-View Stereo Based on Normal Consistency and Depth Refinement	79
Toward Video Anomaly Retrieval From Video Anomaly Detection: New Benchmarks and Model	79
Cross-Domain Diffusion With Progressive Alignment for Efficient Adaptive Retrieval	79
Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification	78
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation	78
Joint Local and Nonlocal Progressive Prediction for Versatile Video Coding	77
HQ2CL: A High-Quality Class Center Learning System for Deep Face Recognition	77
Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction Network	77
RobustMat: Neural Diffusion for Street Landmark Patch Matching Under Challenging Environments	76
Learned Spherical Image Compression With Spherical Convolution-Self-Attention and Transformer Context Model	76
UVaT: Uncertainty Incorporated View-Aware Transformer for Robust Multi-View Classification	75
Characteristic Mapping for Ellipse Detection Acceleration	75
HOPE: Enhanced Position Image Priors via High-Order Implicit Representations	74
Fuzzy Sparse Deviation Regularized Robust Principal Component Analysis	74
A Discrete-Mapping-Based Cross-Component Prediction Paradigm for Screen Content Coding	74
MaskFaceGAN: High-Resolution Face Editing With Masked GAN Latent Code Optimization	73
Compact Representation and Reliable Classification Learning for Point-Level Weakly-Supervised Action Localization	73
Graph-Based Depth Denoising & Dequantization for Point Cloud Enhancement	73
Energy-Based Domain Adaptation Without Intermediate Domain Dataset for Foggy Scene Segmentation	72
PolarPose: Single-Stage Multi-Person Pose Estimation in Polar Coordinates	72
Continual Referring Expression Comprehension via Dual Modular Memorization	70
Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models	69
Spatially Consistent Transformer for Colorization in Monochrome-Color Dual-Lens System	69
RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels	69
Mutually Reinforcing Learning of Decoupled Degradation and Diffusion Enhancement for Unpaired Low-Light Image Lightening	68
Generalizing to Out-of-Sample Degradations via Model Reprogramming	68
Causal Inference Hashing for Long-Tailed Image Retrieval	68
Robust Ellipse Fitting Based on Maximum Correntropy Criterion With Variable Center	68
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images	67
Implicit-Explicit Integrated Representations for Multi-View Video Compression	66
Rich Action-Semantic Consistent Knowledge for Early Action Prediction	66
High-Quality and Diverse Few-Shot Image Generation via Masked Discrimination	66
Shared Manifold Regularized Joint Feature Selection for Joint Classification and Regression in Alzheimer’s Disease Diagnosis	66
Enhancing Few-Shot Out-of-Distribution Detection With Pre-Trained Model Features	66
Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation	65
Multi-Scale Fusion and Decomposition Network for Single Image Deraining	64
Quality-aware Spatio-temporal Transformer Network for RGBT Tracking	64
Semi-Supervised Domain Adaptive Structure Learning	64
A Real-Time Memory Updating Strategy for Unsupervised Person Re-Identification	63
Reduced Biquaternion Dual-Branch Deraining U-Network via Multi-Attention Mechanism	63
Partition Map Prediction for Fast Block Partitioning in VVC Intra-Frame Coding	63
Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal	62
AAP-MIT: Attentive Atrous Pyramid Network and Memory Incorporated Transformer for Multisentence Video Description	62
Hierarchical Superpixel Segmentation by Parallel CRTrees Labeling	61
Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment	61
Uncertainty Quantification for Semi-Supervised Object Detection in Remote Sensing Images	61
Exploring the Potential of Pooling Techniques for Universal Image Restoration	61
NesTD-Net: Deep NESTA-Inspired Unfolding Network With Dual-Path Deblocking Structure for Image Compressive Sensing	61
Rethinking Object Saliency Ranking: A Novel Whole-Flow Processing Paradigm	60
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution	60
Image Reconstruction for Accelerated MR Scan With Faster Fourier Convolutional Neural Networks	60
One Sketch for All: One-Shot Personalized Sketch Segmentation	59
DMRA: Depth-Induced Multi-Scale Recurrent Attention Network for RGB-D Saliency Detection	59
Semantic Representation and Attention Alignment for Graph Information Bottleneck in Video Summarization	59
Joint Denoising-Demosaicking Network for Long-Wave Infrared Division-of-Focal-Plane Polarization Images With Mixed Noise Level Estimation	59
Fast Learning Radiance Fields by Shooting Much Fewer Rays	58

Cross-Modal Causal Representation Learning for Radiology Report Generation	58
A New Non-Linear Hyperbolic-Parabolic Coupled PDE Model for Image Despeckling	57
FOVQA: Blind Foveated Video Quality Assessment	57
Arbitrary-Scale Texture Generation From Coarse-Grained Control	57
Reviewer Summary for Transactions on Image Processing	57
Image-Level Adaptive Adversarial Ranking for Person Re-Identification	57
UniEmoX: Cross-Modal Semantic-Guided Large-Scale Pretraining for Universal Scene Emotion Perception	57
Source-Guided Target Feature Reconstruction for Cross-Domain Classification and Detection	57
Data Augmentation Using Bitplane Information Recombination Model	57
CartoonLossGAN: Learning Surface and Coloring of Images for Cartoonization	57
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation	57
U-N2C: A Dual Memory-Guided Disentanglement Framework for Unsupervised System Matrix Denoising in Magnetic Particle Imaging	57
Dynamic Atomic Column Detection in Transmission Electron Microscopy Videos via Ridge Estimation	57
Hyperspectral Image Classification via Cascaded Spatial Cross-Attention Network	56
Bayesian Nonnegative Tensor Completion With Automatic Rank Determination	56
MBFQuant: A Multiplier-Bitwidth-Fixed, Mixed-Precision Quantization Method for Mobile CNN-Based Applications	56
Deep Underwater Image Quality Assessment With Explicit Degradation Awareness Embedding	56
PFONet: A Progressive Feedback Optimization Network for Lightweight Single Image Dehazing	55
Contrastive Conditional Latent Diffusion for Audio-Visual Segmentation	55
Toward Scalable and Unified Example-Based Explanation and Outlier Detection	55
SSL++: Improving Self-Supervised Learning by Mitigating the Proxy Task-Specificity Problem	55
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks	55
Learned Image Compression With Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules	55
Image Compression Using Stochastic-AFD Based Multisignal Sparse Representation	54
Rotational Convolution: Rethinking Convolution for Downside Fisheye Images	54
Restoration of Images Taken Through a Dirty Window Using Optics-Guided Transformer	54
Enhancing Text-Based Person Retrieval by Combining Fused Representation and Reciprocal Learning With Adaptive Loss Refinement	54
Neural Scene Designer: Self-Styled Semantic Image Manipulation	54
SIR: Self-Supervised Image Rectification via Seeing the Same Scene From Multiple Different Lenses	54
Model-Induced Generalization Error Bound for Information-Theoretic Representation Learning in Source-Data-Free Unsupervised Domain Adaptation	53
PCE-GAN: A Generative Adversarial Network for Point Cloud Attribute Quality Enhancement Based on Optimal Transport	53
SDSFusion: A Semantic-Aware Infrared and Visible Image Fusion Network for Degraded Scenes	53
Attribute and State Guided Structural Embedding Network for Vehicle Re-Identification	52
Few-Shot Domain Adaptation via Mixup Optimal Transport	52
Boosting Monocular 3D Human Pose Estimation With Part Aware Attention	52
Dynamic Slimmable Denoising Network	52
CKD: Contrastive Knowledge Distillation From a Sample-Wise Perspective	52
Deep Ranking Exemplar-Based Dynamic Scene Deblurring	52
DVMark: A Deep Multiscale Framework for Video Watermarking	51
Multi-Person Pose Tracking With Sparse Key-Point Flow Estimation and Hierarchical Graph Distance Minimization	51
PointFormer: Keypoint-Guided Transformer for Simultaneous Nuclei Segmentation and Classification in Multi-Tissue Histology Images	51
Zero-Shot Camouflaged Object Detection	51
Ingredient-Guided Region Discovery and Relationship Modeling for Food Category-Ingredient Prediction	51
Perception-Guided Quality Metric of 3D Point Clouds Using Hybrid Strategy	51
Rethinking the Low-Light Video Enhancement: Benchmark Datasets and Methods	51
FABNet: Frequency-Aware Binarized Network for Single Image Super-Resolution	51
View-Wise Versus Cluster-Wise Weight: Which Is Better for Multi-View Clustering?	50
MA-ST3D: Motion Associated Self-Training for Unsupervised Domain Adaptation on 3D Object Detection	50
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches	50
Multistage Spatio-Temporal Networks for Robust Sketch Recognition	50
Bi-Directional Pseudo-Three-Dimensional Network for Video Frame Interpolation	50
Sensitivity Decouple Learning for Image Compression Artifacts Reduction	49
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation	49
Learning Domain Invariant Representations for Generalizable Person Re-Identification	49
TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution	48
U-Shape Transformer for Underwater Image Enhancement	48
Hierarchical Hashing Learning for Image Set Classification	48
Underwater Image Enhancement With Hyper-Laplacian Reflectance Priors	48
Cross-Modal Contrastive Learning Network for Few-Shot Action Recognition	48
Sampling Agnostic Feature Representation for Long-Term Person Re-Identification	48
DO-Conv: Depthwise Over-Parameterized Convolutional Layer	48
BPMTrack: Multi-Object Tracking With Detection Box Application Pattern Mining	48
Multi-Label Auroral Image Classification Based on CNN and Transformer	48
Degraded Reference Image Quality Assessment	47
IEEE Transactions on Image Processing publication information	47
Spatio-Temporal Correlation Guided Geometric Partitioning for Versatile Video Coding	47
Leveraging Frequency Analysis for Image Denoising Network Pruning	47
Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement	47
Improving Transferability of Universal Adversarial Perturbation With Feature Disruption	47
Explicitly-Decoupled Text Transfer With Minimized Background Reconstruction for Scene Text Editing	47
Interpretable Neural Networks for Video Separation: Deep Unfolding RPCA With Foreground Masking	47
MetaAge: Meta-Learning Personalized Age Estimators	47
Linearly Transformed Color Guide for Low-Bitrate Diffusion-Based Image Compression	47
Lightweight Deep Neural Networks for Ship Target Detection in SAR Imagery	46
Pseudo-Labeling Based Practical Semi-Supervised Meta-Training for Few-Shot Learning	46
Coupled Splines for Sparse Curve Fitting	46
BVI-VFI: A Video Quality Database for Video Frame Interpolation	46
Rethinking Generalized Zero-Shot Learning: A Synthesized Per-Instance Attribute Perspective	46
DisAVR: Disentangled Adaptive Visual Reasoning Network for Diagram Question Answering	45
Learning to Compare Relation: Semantic Alignment for Few-Shot Learning	45
Multi-Branch and Progressive Network for Low-Light Image Enhancement	45
ROOT: Region-word Alignment with Partial Optimal Transport for Open-vocabulary Object Detection	45
SketchAging: Face Photo-Sketch Synthesis and Aging With Multi-Scale Feature Extraction	45
Enhancing Multimodal Learning via Hierarchical Fusion Architecture Search With Inconsistency Mitigation	44
Scale-Aware Crowd Counting Network With Annotation Error Modeling	44
Zero-Shot Skeleton-Based Action Recognition With Prototype-Guided Feature Alignment	44
Decoupling Discriminative Attributes for Few-Shot Fine-Grained Recognition	43
Dual Mixture Model Based CNN for Image Denoising	43
Siamese-DETR for Generic Multi-Object Tracking	43
StreakNet-Arch: An Anti-Scattering Network-Based Architecture for Underwater Carrier LiDAR-Radar Imaging	43
Hyperpixels: Flexible 4D Over-Segmentation for Dense and Sparse Light Fields	43
Robust Palmprint Recognition via Multi-Stage Noisy Label Selection and Correction	43
Toward Transparent Deep Image Aesthetics Assessment With Tag-Based Content Descriptors	43
Advancing Weakly-Supervised Change Detection in Satellite Images via Adversarial Class Prompting	43
Action Quality Assessment via Hierarchical Pose-Guided Multi-Stage Contrastive Regression	43