IEEE Transactions on Image Processing

Article	Citations
Consensus Sparsity: Multi-Context Sparse Image Representation via L ∞-Induced Matrix Variate	580
HAda: Hyper-Adaptive Parameter-Efficient Learning for Multi-View ConvNets	553
Canonical Correlation Analysis With Low-Rank Learning for Image Representation	526
One-Class Classification Using ℓp-Norm Multiple Kernel Fisher Null Approach	471
Multi-Granularity Contrastive Cross-Modal Collaborative Generation for End-to-End Long-Term Video Question Answering	386
A Fast and Efficient Shape Blending by Stable and Analytically Invertible Finite Descriptors	376
Pro2Diff: Proposal Propagation for Multi-Object Tracking via the Diffusion Model	360
Automatic Quaternion-Domain Color Image Stitching	317
Spatial Frequency Modulation Network for Efficient Image Dehazing	276
Toward Projected Clustering With Aggregated Mapping	274
Self-Supervised Matting-Specific Portrait Enhancement and Generation	248
MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection	240
Graph Embedding Contrastive Multi-Modal Representation Learning for Clustering	233
Real Image Denoising With a Locally-Adaptive Bitonic Filter	206
Graph Convolutional Dictionary Selection With L₂, ₚ Norm for Video Summarization	202
Equivariant Local Reference Frames With Optimization for Robust Non-Rigid Point Cloud Correspondence	179
Pose-Appearance Relational Modeling for Video Action Recognition	178
Uncertainty-Guided Refinement for Fine-Grained Salient Object Detection	173
Multi-Constraint Adversarial Networks for Unsupervised Image-to-Image Translation	172
Learning Spectral Cues for Multispectral and Panchromatic Image Fusion	171
Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering	164
Harnessing Multi-modal Large Language Models for Measuring and Interpreting Color Differences	160
STPNet: Scale-Aware Text Prompt Network for Medical Image Segmentation	159
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting	159
FF-LPD: A Real-Time Frame-by-Frame License Plate Detector With Knowledge Distillation and Feature Propagation	153

OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments	153
Multiframe Joint Enhancement for Early Interlaced Videos	151
Differentiable SAR Renderer and Image-Based Target Reconstruction	147
TTVFI: Learning Trajectory-Aware Transformer for Video Frame Interpolation	143
An Adaptive Multi-Granularity Graph Representation of Image via Granular-ball Computing	141
Cross-Modality Pyramid Alignment for Visual Intention Understanding	141
Variational Structured Attention Networks for Deep Visual Representation Learning	137
Dual Alternating Direction Method of Multipliers for Inverse Imaging	130
Multimodal Unrolled Robust PCA for Background Foreground Separation	121
GMLight: Lighting Estimation via Geometric Distribution Approximation	121
Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining	121
Discrete Metric Learning for Fast Image Set Classification	119
Attentive WaveBlock: Complementarity-Enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-Identification and Beyond	119
A Low-Rank Tensor Decomposition Model With Factors Prior and Total Variation for Impulsive Noise Removal	118
Fine-Grained Recognition With Learnable Semantic Data Augmentation	116
Contrast-Reconstruction Representation Learning for Self-Supervised Skeleton-Based Action Recognition	115
Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments	112
Attention-Guided Neural Networks for Full-Reference and No-Reference Audio-Visual Quality Assessment	112
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification	112
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation	111
SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency	110
Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction	110
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning	109
Addressing Challenges of Incorporating Appearance Cues Into Heuristic Multi-Object Tracker via a Novel Feature Paradigm	108
Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision	107
Grammar-Induced Wavelet Network for Human Parsing	107
Distractor-Aware Event-Based Tracking	106
Stacked Deconvolutional Network for Semantic Segmentation	106
Efficient Semi-Supervised Multimodal Hashing With Importance Differentiation Regression	104
Weakly Supervised Semantic Segmentation via Alternate Self-Dual Teaching	101
Unsupervised Person Re-Identification With Stochastic Training Strategy	100
Precise Facial Landmark Detection by Reference Heatmap Transformer	99
SegHSI: Semantic Segmentation of Hyperspectral Images With Limited Labeled Pixels	99
Cyclic Self-Training With Proposal Weight Modulation for Cross-Supervised Object Detection	98
IMU-Assisted Online Video Background Identification	96
NeuralDiffuser: Neuroscience-Inspired Diffusion Guidance for fMRI Visual Reconstruction	96
Perceptually Weighted Rate Distortion Optimization for Video-Based Point Cloud Compression	94
Variational Bayes Image Restoration With Compressive Autoencoders	94
Advances in Predictive RAHT for Geometric Point Cloud Compression	91
Learning Dynamic Prompts for All-in-One Image Restoration	91
Interactive Face Video Coding: A Generative Compression Framework	91
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning	91
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion	91
Decoupled Cross-Modal Phrase-Attention Network for Image-Sentence Matching	90
Toward Video Anomaly Retrieval From Video Anomaly Detection: New Benchmarks and Model	89
Fast 3D Room Layout Estimation Based on Compact High-Level Representation	88
Fuzzy Sparse Subspace Clustering for Infrared Image Segmentation	87
Multi-Exposure Image Fusion via Deformable Self-Attention	87
Cross-Attentional Spatio-Temporal Semantic Graph Networks for Video Question Answering	83
Commonality Feature Representation Learning for Unsupervised Multimodal Change Detection	82

FsaNet: Frequency Self-Attention for Semantic Segmentation	81
Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition	81
Boundary-Aware Prototype in Semi-Supervised Medical Image Segmentation	81
Rethinking Sampling Strategies for Unsupervised Person Re-Identification	80
Point-Based Learnable Query Generator for Human–Object Interaction Detection	78
Non-Cascaded and Crosstalk-Free Multi-Image Encryption Based on Optical Scanning Holography Using 2D Orthogonal Compressive Sensing	78
Inverse Image Frequency for Long-Tailed Image Recognition	78
SharpFormer: Learning Local Feature Preserving Global Representations for Image Deblurring	76
DUT: Learning Video Stabilization by Simply Watching Unstable Videos	75
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain	75
NR-MVSNet: Learning Multi-View Stereo Based on Normal Consistency and Depth Refinement	75
Unsupervised Modality-Transferable Video Highlight Detection With Representation Activation Sequence Learning	74
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation	74
Coarse-to-Fine Contrastive Self-Supervised Feature Learning for Land-Cover Classification in SAR Images With Limited Labeled Data	72
Video Moment Retrieval With Cross-Modal Neural Architecture Search	72
Cross-Domain Diffusion With Progressive Alignment for Efficient Adaptive Retrieval	72
Hyperspectral Meets Optical Flow: Spectral Flow Extraction for Hyperspectral Image Classification	70
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images	70
RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation	70
DMRA: Depth-Induced Multi-Scale Recurrent Attention Network for RGB-D Saliency Detection	68
KSS-ICP: Point Cloud Registration Based on Kendall Shape Space	68
Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification	68
Joint Local and Nonlocal Progressive Prediction for Versatile Video Coding	67
Enhancing Few-Shot Out-of-Distribution Detection With Pre-Trained Model Features	67
Shared Manifold Regularized Joint Feature Selection for Joint Classification and Regression in Alzheimer’s Disease Diagnosis	67
PolarPose: Single-Stage Multi-Person Pose Estimation in Polar Coordinates	66
Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction Network	66
Generalizing to Out-of-Sample Degradations via Model Reprogramming	65
Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models	65
Fuzzy Sparse Deviation Regularized Robust Principal Component Analysis	65
Energy-Based Domain Adaptation Without Intermediate Domain Dataset for Foggy Scene Segmentation	64
Image Reconstruction for Accelerated MR Scan With Faster Fourier Convolutional Neural Networks	64
HQ2CL: A High-Quality Class Center Learning System for Deep Face Recognition	63
Spatially Consistent Transformer for Colorization in Monochrome-Color Dual-Lens System	62
Graph-Based Depth Denoising & Dequantization for Point Cloud Enhancement	62
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images	62
RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels	61
MaskFaceGAN: High-Resolution Face Editing With Masked GAN Latent Code Optimization	61
Semi-Supervised Domain Adaptive Structure Learning	60
Robust Ellipse Fitting Based on Maximum Correntropy Criterion With Variable Center	59
One Sketch for All: One-Shot Personalized Sketch Segmentation	59
A Discrete-Mapping-Based Cross-Component Prediction Paradigm for Screen Content Coding	59
Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation	59
A Real-Time Memory Updating Strategy for Unsupervised Person Re-Identification	59
Implicit-Explicit Integrated Representations for Multi-View Video Compression	58
Rich Action-Semantic Consistent Knowledge for Early Action Prediction	58
Partition Map Prediction for Fast Block Partitioning in VVC Intra-Frame Coding	58
Continual Referring Expression Comprehension via Dual Modular Memorization	58
Hierarchical Superpixel Segmentation by Parallel CRTrees Labeling	57
Mutually Reinforcing Learning of Decoupled Degradation and Diffusion Enhancement for Unpaired Low-Light Image Lightening	57
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution	56
RobustMat: Neural Diffusion for Street Landmark Patch Matching Under Challenging Environments	56
Rethinking Object Saliency Ranking: A Novel Whole-Flow Processing Paradigm	56
Semantic Representation and Attention Alignment for Graph Information Bottleneck in Video Summarization	56
Exploring the Potential of Pooling Techniques for Universal Image Restoration	56
Fast Learning Radiance Fields by Shooting Much Fewer Rays	55
UVaT: Uncertainty Incorporated View-Aware Transformer for Robust Multi-View Classification	55
Joint Denoising-Demosaicking Network for Long-Wave Infrared Division-of-Focal-Plane Polarization Images With Mixed Noise Level Estimation	55
Compact Representation and Reliable Classification Learning for Point-Level Weakly-Supervised Action Localization	55
AAP-MIT: Attentive Atrous Pyramid Network and Memory Incorporated Transformer for Multisentence Video Description	55
NesTD-Net: Deep NESTA-Inspired Unfolding Network With Dual-Path Deblocking Structure for Image Compressive Sensing	54
High-Quality and Diverse Few-Shot Image Generation via Masked Discrimination	54
Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment	54
Reviewer Summary for Transactions on Image Processing	53
Learned Spherical Image Compression With Spherical Convolution-Self-Attention and Transformer Context Model	53
Cross-Modal Causal Representation Learning for Radiology Report Generation	53
Characteristic Mapping for Ellipse Detection Acceleration	53
Multi-Scale Fusion and Decomposition Network for Single Image Deraining	53
MA-ST3D: Motion Associated Self-Training for Unsupervised Domain Adaptation on 3D Object Detection	52
Image-Level Adaptive Adversarial Ranking for Person Re-Identification	52
Image Compression Using Stochastic-AFD Based Multisignal Sparse Representation	52
Dynamic Atomic Column Detection in Transmission Electron Microscopy Videos via Ridge Estimation	52
Arbitrary-Scale Texture Generation From Coarse-Grained Control	51
Toward Scalable and Unified Example-Based Explanation and Outlier Detection	51
Attribute and State Guided Structural Embedding Network for Vehicle Re-Identification	51
Multi-Person Pose Tracking With Sparse Key-Point Flow Estimation and Hierarchical Graph Distance Minimization	51
Source-Guided Target Feature Reconstruction for Cross-Domain Classification and Detection	51
PFONet: A Progressive Feedback Optimization Network for Lightweight Single Image Dehazing	50
SIR: Self-Supervised Image Rectification via Seeing the Same Scene From Multiple Different Lenses	50
FOVQA: Blind Foveated Video Quality Assessment	50

Few-Shot Domain Adaptation via Mixup Optimal Transport	50
FABNet: Frequency-Aware Binarized Network for Single Image Super-Resolution	50
Bayesian Nonnegative Tensor Completion With Automatic Rank Determination	50
Data Augmentation Using Bitplane Information Recombination Model	50
Deep Underwater Image Quality Assessment With Explicit Degradation Awareness Embedding	49
U-N2C: A Dual Memory-Guided Disentanglement Framework for Unsupervised System Matrix Denoising in Magnetic Particle Imaging	49
CartoonLossGAN: Learning Surface and Coloring of Images for Cartoonization	49
Bi-Directional Pseudo-Three-Dimensional Network for Video Frame Interpolation	49
MetaAge: Meta-Learning Personalized Age Estimators	49
PointFormer: Keypoint-Guided Transformer for Simultaneous Nuclei Segmentation and Classification in Multi-Tissue Histology Images	49
View-Wise Versus Cluster-Wise Weight: Which Is Better for Multi-View Clustering?	48
Interpretable Neural Networks for Video Separation: Deep Unfolding RPCA With Foreground Masking	48
Contrastive Conditional Latent Diffusion for Audio-Visual Segmentation	47
Dynamic Slimmable Denoising Network	47
Model-Induced Generalization Error Bound for Information-Theoretic Representation Learning in Source-Data-Free Unsupervised Domain Adaptation	47
Hyperspectral Image Classification via Cascaded Spatial Cross-Attention Network	46
Restoration of Images Taken Through a Dirty Window Using Optics-Guided Transformer	46
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation	46
DVMark: A Deep Multiscale Framework for Video Watermarking	46
CKD: Contrastive Knowledge Distillation From a Sample-Wise Perspective	46
Deep Ranking Exemplar-Based Dynamic Scene Deblurring	46
Zero-Shot Camouflaged Object Detection	46
A New Non-Linear Hyperbolic-Parabolic Coupled PDE Model for Image Despeckling	46
Sensitivity Decouple Learning for Image Compression Artifacts Reduction	46
Cross-Modal Contrastive Learning Network for Few-Shot Action Recognition	45
Sampling Agnostic Feature Representation for Long-Term Person Re-Identification	45
Hierarchical Hashing Learning for Image Set Classification	45
SDSFusion: A Semantic-Aware Infrared and Visible Image Fusion Network for Degraded Scenes	45
SSL++: Improving Self-Supervised Learning by Mitigating the Proxy Task-Specificity Problem	45
Degraded Reference Image Quality Assessment	45
Boosting Monocular 3D Human Pose Estimation With Part Aware Attention	44
Multistage Spatio-Temporal Networks for Robust Sketch Recognition	44
UniEmoX: Cross-Modal Semantic-Guided Large-Scale Pretraining for Universal Scene Emotion Perception	44
Rotational Convolution: Rethinking Convolution for Downside Fisheye Images	44
Multi-Label Auroral Image Classification Based on CNN and Transformer	44
Perception-Guided Quality Metric of 3D Point Clouds Using Hybrid Strategy	43
DO-Conv: Depthwise Over-Parameterized Convolutional Layer	43
Ingredient-Guided Region Discovery and Relationship Modeling for Food Category-Ingredient Prediction	43
Underwater Image Enhancement With Hyper-Laplacian Reflectance Priors	43
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks	43
BPMTrack: Multi-Object Tracking With Detection Box Application Pattern Mining	43
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation	42
Learned Image Compression With Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules	42
MBFQuant: A Multiplier-Bitwidth-Fixed, Mixed-Precision Quantization Method for Mobile CNN-Based Applications	42
IEEE Transactions on Image Processing publication information	42
TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution	42
Learning Domain Invariant Representations for Generalizable Person Re-Identification	42
Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement	42
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches	42
U-Shape Transformer for Underwater Image Enhancement	42
StreakNet-Arch: An Anti-Scattering Network-Based Architecture for Underwater Carrier LiDAR-Radar Imaging	41
Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning	41
Robust Palmprint Recognition via Multi-Stage Noisy Label Selection and Correction	41
Accurate 3D Measurement of Complex Texture Objects by Height Compensation Using a Dual-Projector Structure	41
Versatile Denoising-Based Approximate Message Passing for Compressive Sensing	41
Multi-Branch and Progressive Network for Low-Light Image Enhancement	41
Improving Transferability of Universal Adversarial Perturbation With Feature Disruption	40
Zero-Shot Skeleton-Based Action Recognition With Prototype-Guided Feature Alignment	40
Linearly Transformed Color Guide for Low-Bitrate Diffusion-Based Image Compression	40
Lightweight Deep Neural Networks for Ship Target Detection in SAR Imagery	40
Deepfake Forensics via an Adversarial Game	40
Siamese-DETR for Generic Multi-Object Tracking	40
Multimodal Composition Example Mining for Composed Query Image Retrieval	40
Explicitly-Decoupled Text Transfer With Minimized Background Reconstruction for Scene Text Editing	40
Diverse Target and Contribution Scheduling for Domain Generalization	39
Leveraging Frequency Analysis for Image Denoising Network Pruning	39
Learning Structure Aware Deep Spectral Embedding	39
View-Consistency Learning for Incomplete Multiview Clustering	39
Coupled Splines for Sparse Curve Fitting	39
ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection	39
Hyperpixels: Flexible 4D Over-Segmentation for Dense and Sparse Light Fields	39
Spatio-Temporal Correlation Guided Geometric Partitioning for Versatile Video Coding	39
State-Aware Compositional Learning Toward Unbiased Training for Scene Graph Generation	38
Interactive Learning of Intrinsic and Extrinsic Properties for All-Day Semantic Segmentation	38
BVI-VFI: A Video Quality Database for Video Frame Interpolation	38
Scale-Aware Crowd Counting Network With Annotation Error Modeling	38
Magi-Net: Meta Negative Network for Early Activity Prediction	37
YOLOH: You Only Look One Hourglass for Real-Time Object Detection	37
Conditional Feature Learning Based Transformer for Text-Based Person Search	37
Designing an Illumination-Aware Network for Deep Image Relighting	37
DisAVR: Disentangled Adaptive Visual Reasoning Network for Diagram Question Answering	37
Cluster-Guided Asymmetric Contrastive Learning for Unsupervised Person Re-Identification	37
Hierarchical Prior-Based Super Resolution for Point Cloud Geometry Compression	37
Pseudo-Labeling Based Practical Semi-Supervised Meta-Training for Few-Shot Learning	37
An Efficient Transformer Based on Global and Local Self-Attention for Face Photo-Sketch Synthesis	36
Multi-Modal Remote Sensing Image Matching Considering Co-Occurrence Filter	36
Decoupling Discriminative Attributes for Few-shot Fine-Grained Recognition	36
Dual Mixture Model Based CNN for Image Denoising	36
Alignment Relation is What You Need for Diagram Parsing	36
Toward Transparent Deep Image Aesthetics Assessment With Tag-Based Content Descriptors	36
Learning to Compare Relation: Semantic Alignment for Few-Shot Learning	36
Anomaly Detection for Medical Images Using Heterogeneous Auto-Encoder	36
HDR or SDR? A Subjective and Objective Study of Scaled and Compressed Videos	35
Error Model and Concise Temporal Network for Indirect Illumination in 3D Reconstruction	35
Event-Based Optical Flow via Transforming Into Motion-Dependent View	35