IEEE Transactions on Image Processing

Article	Citations
Consensus Sparsity: Multi-Context Sparse Image Representation via L ∞-Induced Matrix Variate	641
HAda: Hyper-Adaptive Parameter-Efficient Learning for Multi-View ConvNets	619
Pro2Diff: Proposal Propagation for Multi-Object Tracking via the Diffusion Model	563
Real Image Denoising With a Locally-Adaptive Bitonic Filter	534
Differentiable SAR Renderer and Image-Based Target Reconstruction	438
SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency	417
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation	389
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification	342
Attentive WaveBlock: Complementarity-Enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-Identification and Beyond	341
Fine-Grained Recognition With Learnable Semantic Data Augmentation	338
Pose-Appearance Relational Modeling for Video Action Recognition	272
Dual Alternating Direction Method of Multipliers for Inverse Imaging	270
Learning Spectral Cues for Multispectral and Panchromatic Image Fusion	246
Multiframe Joint Enhancement for Early Interlaced Videos	222
Color Spike Camera Reconstruction via Long Short-Term Temporal Aggregation of Spike Signals	220
GMLight: Lighting Estimation via Geometric Distribution Approximation	202
Toward Projected Clustering With Aggregated Mapping	197
FF-LPD: A Real-Time Frame-by-Frame License Plate Detector With Knowledge Distillation and Feature Propagation	194
Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering	186
STPNet: Scale-Aware Text Prompt Network for Medical Image Segmentation	186
Equivariant Local Reference Frames With Optimization for Robust Non-Rigid Point Cloud Correspondence	185
Self-Supervised Matting-Specific Portrait Enhancement and Generation	182
Automatic Quaternion-Domain Color Image Stitching	179
An Adaptive Multi-Granularity Graph Representation of Image via Granular-ball Computing	172
Multimodal Unrolled Robust PCA for Background Foreground Separation	170

Variational Structured Attention Networks for Deep Visual Representation Learning	170
Graph Convolutional Dictionary Selection With L₂, ₚ Norm for Video Summarization	163
A Fast and Efficient Shape Blending by Stable and Analytically Invertible Finite Descriptors	162
Harnessing Multi-modal Large Language Models for Measuring and Interpreting Color Differences	158
Graph Embedding Contrastive Multi-Modal Representation Learning for Clustering	154
Multi-Constraint Adversarial Networks for Unsupervised Image-to-Image Translation	154
Canonical Correlation Analysis With Low-Rank Learning for Image Representation	152
OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments	147
Contrast-Reconstruction Representation Learning for Self-Supervised Skeleton-Based Action Recognition	137
Spatial Frequency Modulation Network for Efficient Image Dehazing	131
A Low-Rank Tensor Decomposition Model With Factors Prior and Total Variation for Impulsive Noise Removal	130
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting	130
An Explanation Method Based on Interpretable Linear Model with Four Key Characteristics	128
Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments	127
Multi-Granularity Contrastive Cross-Modal Collaborative Generation for End-to-End Long-Term Video Question Answering	127
MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection	125
One-Class Classification Using ℓp-Norm Multiple Kernel Fisher Null Approach	124
Cross-Modality Pyramid Alignment for Visual Intention Understanding	123
Discrete Metric Learning for Fast Image Set Classification	122
Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining	122
TTVFI: Learning Trajectory-Aware Transformer for Video Frame Interpolation	120
Attention-Guided Neural Networks for Full-Reference and No-Reference Audio-Visual Quality Assessment	119
Uncertainty-Guided Refinement for Fine-Grained Salient Object Detection	119
Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction	117
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning	116
Cross-Domain Diffusion With Progressive Alignment for Efficient Adaptive Retrieval	114
Grammar-Induced Wavelet Network for Human Parsing	114
Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision	113
Interactive Face Video Coding: A Generative Compression Framework	113
Fast 3D Room Layout Estimation Based on Compact High-Level Representation	113
Cross-Attentional Spatio-Temporal Semantic Graph Networks for Video Question Answering	113
Weakly Supervised Semantic Segmentation via Alternate Self-Dual Teaching	110
SRS: Siamese Reconstruction-Segmentation Network based on Dynamic-Parameter Convolution	110
Inverse Image Frequency for Long-Tailed Image Recognition	110
Unsupervised Person Re-Identification With Stochastic Training Strategy	107
Efficient Semi-Supervised Multimodal Hashing With Importance Differentiation Regression	104
Coarse-to-Fine Contrastive Self-Supervised Feature Learning for Land-Cover Classification in SAR Images With Limited Labeled Data	104
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning	104
Non-Cascaded and Crosstalk-Free Multi-Image Encryption Based on Optical Scanning Holography Using 2D Orthogonal Compressive Sensing	102
Unsupervised Modality-Transferable Video Highlight Detection With Representation Activation Sequence Learning	102
NR-MVSNet: Learning Multi-View Stereo Based on Normal Consistency and Depth Refinement	101
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion	101
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images	100
NeuralDiffuser: Neuroscience-Inspired Diffusion Guidance for fMRI Visual Reconstruction	99
Cyclic Self-Training With Proposal Weight Modulation for Cross-Supervised Object Detection	99
IMU-Assisted Online Video Background Identification	97
Hyperspectral Meets Optical Flow: Spectral Flow Extraction for Hyperspectral Image Classification	93
Addressing Challenges of Incorporating Appearance Cues Into Heuristic Multi-Object Tracker via a Novel Feature Paradigm	92
Variational Bayes Image Restoration With Compressive Autoencoders	92
Perceptually Weighted Rate Distortion Optimization for Video-Based Point Cloud Compression	91

Advances in Predictive RAHT for Geometric Point Cloud Compression	90
Decoupled Cross-Modal Phrase-Attention Network for Image-Sentence Matching	89
SharpFormer: Learning Local Feature Preserving Global Representations for Image Deblurring	88
Multi-Exposure Image Fusion via Deformable Self-Attention	88
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain	87
Learning Dynamic Prompts for All-in-One Image Restoration	86
Point-Based Learnable Query Generator for Human–Object Interaction Detection	85
Rethinking Sampling Strategies for Unsupervised Person Re-Identification	85
Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition	85
Stacked Deconvolutional Network for Semantic Segmentation	85
Fuzzy Sparse Subspace Clustering for Infrared Image Segmentation	82
Precise Facial Landmark Detection by Reference Heatmap Transformer	82
Video Moment Retrieval With Cross-Modal Neural Architecture Search	81
FsaNet: Frequency Self-Attention for Semantic Segmentation	78
KSS-ICP: Point Cloud Registration Based on Kendall Shape Space	77
Commonality Feature Representation Learning for Unsupervised Multimodal Change Detection	76
DUT: Learning Video Stabilization by Simply Watching Unstable Videos	76
Motion and Appearance Decoupling Representation for Event Cameras	76
Boundary-Aware Prototype in Semi-Supervised Medical Image Segmentation	74
Toward Video Anomaly Retrieval From Video Anomaly Detection: New Benchmarks and Model	74
SegHSI: Semantic Segmentation of Hyperspectral Images With Limited Labeled Pixels	74
Distractor-Aware Event-Based Tracking	74
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation	74
Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification	74
RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation	73
Shared Manifold Regularized Joint Feature Selection for Joint Classification and Regression in Alzheimer’s Disease Diagnosis	73
One Sketch for All: One-Shot Personalized Sketch Segmentation	72
Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction Network	72
MaskFaceGAN: High-Resolution Face Editing With Masked GAN Latent Code Optimization	72
PolarPose: Single-Stage Multi-Person Pose Estimation in Polar Coordinates	72
Joint Local and Nonlocal Progressive Prediction for Versatile Video Coding	72
Generalizing to Out-of-Sample Degradations via Model Reprogramming	71
Energy-Based Domain Adaptation Without Intermediate Domain Dataset for Foggy Scene Segmentation	70
RobustMat: Neural Diffusion for Street Landmark Patch Matching Under Challenging Environments	70
HQ2CL: A High-Quality Class Center Learning System for Deep Face Recognition	70
Learned Spherical Image Compression With Spherical Convolution-Self-Attention and Transformer Context Model	69
Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment	69
Fast Learning Radiance Fields by Shooting Much Fewer Rays	69
Rich Action-Semantic Consistent Knowledge for Early Action Prediction	68
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images	68
Spatially Consistent Transformer for Colorization in Monochrome-Color Dual-Lens System	66
Graph-Based Depth Denoising & Dequantization for Point Cloud Enhancement	66
Mutually Reinforcing Learning of Decoupled Degradation and Diffusion Enhancement for Unpaired Low-Light Image Lightening	65
Causal Inference Hashing for Long-Tailed Image Retrieval	65
A Discrete-Mapping-Based Cross-Component Prediction Paradigm for Screen Content Coding	65
Exploring the Potential of Pooling Techniques for Universal Image Restoration	65
High-Quality and Diverse Few-Shot Image Generation via Masked Discrimination	64
Enhancing Few-Shot Out-of-Distribution Detection With Pre-Trained Model Features	64
Continual Referring Expression Comprehension via Dual Modular Memorization	63
Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models	63
Implicit-Explicit Integrated Representations for Multi-View Video Compression	62
Image Reconstruction for Accelerated MR Scan With Faster Fourier Convolutional Neural Networks	62
DMRA: Depth-Induced Multi-Scale Recurrent Attention Network for RGB-D Saliency Detection	62
Compact Representation and Reliable Classification Learning for Point-Level Weakly-Supervised Action Localization	62
UVaT: Uncertainty Incorporated View-Aware Transformer for Robust Multi-View Classification	61
Semantic Representation and Attention Alignment for Graph Information Bottleneck in Video Summarization	61
Semi-Supervised Domain Adaptive Structure Learning	61
Reduced Biquaternion Dual-Branch Deraining U-Network via Multi-Attention Mechanism	61
Characteristic Mapping for Ellipse Detection Acceleration	61
Rethinking Object Saliency Ranking: A Novel Whole-Flow Processing Paradigm	60
Multi-Scale Fusion and Decomposition Network for Single Image Deraining	60
NesTD-Net: Deep NESTA-Inspired Unfolding Network With Dual-Path Deblocking Structure for Image Compressive Sensing	59
A Real-Time Memory Updating Strategy for Unsupervised Person Re-Identification	59
Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation	58
AAP-MIT: Attentive Atrous Pyramid Network and Memory Incorporated Transformer for Multisentence Video Description	58
HOPE: Enhanced Position Image Priors via High-Order Implicit Representations	58
Robust Ellipse Fitting Based on Maximum Correntropy Criterion With Variable Center	58
Fuzzy Sparse Deviation Regularized Robust Principal Component Analysis	58
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution	57
Joint Denoising-Demosaicking Network for Long-Wave Infrared Division-of-Focal-Plane Polarization Images With Mixed Noise Level Estimation	57
Partition Map Prediction for Fast Block Partitioning in VVC Intra-Frame Coding	57
Cross-Modal Causal Representation Learning for Radiology Report Generation	56
RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels	56
Reviewer Summary for Transactions on Image Processing	56
Hierarchical Superpixel Segmentation by Parallel CRTrees Labeling	56
Dynamic Atomic Column Detection in Transmission Electron Microscopy Videos via Ridge Estimation	56
Image-Level Adaptive Adversarial Ranking for Person Re-Identification	55
Arbitrary-Scale Texture Generation From Coarse-Grained Control	55
MA-ST3D: Motion Associated Self-Training for Unsupervised Domain Adaptation on 3D Object Detection	55
Data Augmentation Using Bitplane Information Recombination Model	54

Multi-Person Pose Tracking With Sparse Key-Point Flow Estimation and Hierarchical Graph Distance Minimization	54
View-Wise Versus Cluster-Wise Weight: Which Is Better for Multi-View Clustering?	54
Toward Scalable and Unified Example-Based Explanation and Outlier Detection	54
Sampling Agnostic Feature Representation for Long-Term Person Re-Identification	53
Boosting Monocular 3D Human Pose Estimation With Part Aware Attention	53
SSL++: Improving Self-Supervised Learning by Mitigating the Proxy Task-Specificity Problem	53
BPMTrack: Multi-Object Tracking With Detection Box Application Pattern Mining	53
Source-Guided Target Feature Reconstruction for Cross-Domain Classification and Detection	53
Bayesian Nonnegative Tensor Completion With Automatic Rank Determination	53
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches	53
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation	53
CartoonLossGAN: Learning Surface and Coloring of Images for Cartoonization	53
Multi-Label Auroral Image Classification Based on CNN and Transformer	52
FOVQA: Blind Foveated Video Quality Assessment	52
Cross-Modal Contrastive Learning Network for Few-Shot Action Recognition	52
Restoration of Images Taken Through a Dirty Window Using Optics-Guided Transformer	52
MetaAge: Meta-Learning Personalized Age Estimators	51
Bi-Directional Pseudo-Three-Dimensional Network for Video Frame Interpolation	51
PointFormer: Keypoint-Guided Transformer for Simultaneous Nuclei Segmentation and Classification in Multi-Tissue Histology Images	51
U-N2C: A Dual Memory-Guided Disentanglement Framework for Unsupervised System Matrix Denoising in Magnetic Particle Imaging	51
UniEmoX: Cross-Modal Semantic-Guided Large-Scale Pretraining for Universal Scene Emotion Perception	50
Learning Domain Invariant Representations for Generalizable Person Re-Identification	50
Deep Ranking Exemplar-Based Dynamic Scene Deblurring	50
Zero-Shot Camouflaged Object Detection	50
Attribute and State Guided Structural Embedding Network for Vehicle Re-Identification	50
Perception-Guided Quality Metric of 3D Point Clouds Using Hybrid Strategy	49
Contrastive Conditional Latent Diffusion for Audio-Visual Segmentation	49
FABNet: Frequency-Aware Binarized Network for Single Image Super-Resolution	49
Enhancing Text-Based Person Retrieval by Combining Fused Representation and Reciprocal Learning With Adaptive Loss Refinement	49
PFONet: A Progressive Feedback Optimization Network for Lightweight Single Image Dehazing	49
DVMark: A Deep Multiscale Framework for Video Watermarking	48
Model-Induced Generalization Error Bound for Information-Theoretic Representation Learning in Source-Data-Free Unsupervised Domain Adaptation	48
Degraded Reference Image Quality Assessment	48
Dynamic Slimmable Denoising Network	48
SIR: Self-Supervised Image Rectification via Seeing the Same Scene From Multiple Different Lenses	48
Rotational Convolution: Rethinking Convolution for Downside Fisheye Images	48
A New Non-Linear Hyperbolic-Parabolic Coupled PDE Model for Image Despeckling	47
DO-Conv: Depthwise Over-Parameterized Convolutional Layer	47
CKD: Contrastive Knowledge Distillation From a Sample-Wise Perspective	47
Multistage Spatio-Temporal Networks for Robust Sketch Recognition	47
TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution	47
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation	47
Sensitivity Decouple Learning for Image Compression Artifacts Reduction	47
Ingredient-Guided Region Discovery and Relationship Modeling for Food Category-Ingredient Prediction	47
Hierarchical Hashing Learning for Image Set Classification	46
Deep Underwater Image Quality Assessment With Explicit Degradation Awareness Embedding	46
MBFQuant: A Multiplier-Bitwidth-Fixed, Mixed-Precision Quantization Method for Mobile CNN-Based Applications	46
Image Compression Using Stochastic-AFD Based Multisignal Sparse Representation	46
Few-Shot Domain Adaptation via Mixup Optimal Transport	46
Learned Image Compression With Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules	45
Underwater Image Enhancement With Hyper-Laplacian Reflectance Priors	45
Hyperspectral Image Classification via Cascaded Spatial Cross-Attention Network	45
PCE-GAN: A Generative Adversarial Network for Point Cloud Attribute Quality Enhancement Based on Optimal Transport	45
Interpretable Neural Networks for Video Separation: Deep Unfolding RPCA With Foreground Masking	45
Improving Transferability of Universal Adversarial Perturbation With Feature Disruption	44
Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement	44
Explicitly-Decoupled Text Transfer With Minimized Background Reconstruction for Scene Text Editing	44
IEEE Transactions on Image Processing publication information	44
SDSFusion: A Semantic-Aware Infrared and Visible Image Fusion Network for Degraded Scenes	44
Lightweight Deep Neural Networks for Ship Target Detection in SAR Imagery	44
U-Shape Transformer for Underwater Image Enhancement	44
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks	44
Linearly Transformed Color Guide for Low-Bitrate Diffusion-Based Image Compression	44
Coupled Splines for Sparse Curve Fitting	43
Siamese-DETR for Generic Multi-Object Tracking	43
Leveraging Frequency Analysis for Image Denoising Network Pruning	43
BVI-VFI: A Video Quality Database for Video Frame Interpolation	43
Enhancing Multimodal Learning via Hierarchical Fusion Architecture Search With Inconsistency Mitigation	43
Spatio-Temporal Correlation Guided Geometric Partitioning for Versatile Video Coding	43
Magi-Net: Meta Negative Network for Early Activity Prediction	43
Interactive Learning of Intrinsic and Extrinsic Properties for All-Day Semantic Segmentation	42
Decoupling Discriminative Attributes for Few-Shot Fine-Grained Recognition	42
Learning to Compare Relation: Semantic Alignment for Few-Shot Learning	42
DisAVR: Disentangled Adaptive Visual Reasoning Network for Diagram Question Answering	42
Hyperpixels: Flexible 4D Over-Segmentation for Dense and Sparse Light Fields	42
Toward Transparent Deep Image Aesthetics Assessment With Tag-Based Content Descriptors	42
Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning	41
Learning Structure Aware Deep Spectral Embedding	41
Diverse Target and Contribution Scheduling for Domain Generalization	41
Scale-Aware Crowd Counting Network With Annotation Error Modeling	41
YOLOH: You Only Look One Hourglass for Real-Time Object Detection	40
Hierarchical Prior-Based Super Resolution for Point Cloud Geometry Compression	40
Robust Palmprint Recognition via Multi-Stage Noisy Label Selection and Correction	40
ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection	40
Accurate 3D Measurement of Complex Texture Objects by Height Compensation Using a Dual-Projector Structure	40
Dual Mixture Model Based CNN for Image Denoising	40
Conditional Feature Learning Based Transformer for Text-Based Person Search	40
Multimodal Composition Example Mining for Composed Query Image Retrieval	40
Designing an Illumination-Aware Network for Deep Image Relighting	40
Zero-Shot Skeleton-Based Action Recognition With Prototype-Guided Feature Alignment	40
Deepfake Forensics via an Adversarial Game	40
StreakNet-Arch: An Anti-Scattering Network-Based Architecture for Underwater Carrier LiDAR-Radar Imaging	40
Multi-Branch and Progressive Network for Low-Light Image Enhancement	39
State-Aware Compositional Learning Toward Unbiased Training for Scene Graph Generation	39
Multi-Modal Remote Sensing Image Matching Considering Co-Occurrence Filter	39