IEEE Transactions on Image Processing

Article	Citations
Consensus Sparsity: Multi-Context Sparse Image Representation via L ∞-Induced Matrix Variate	617
HAda: Hyper-Adaptive Parameter-Efficient Learning for Multi-View ConvNets	580
Canonical Correlation Analysis With Low-Rank Learning for Image Representation	540
One-Class Classification Using ℓp-Norm Multiple Kernel Fisher Null Approach	495
Multi-Granularity Contrastive Cross-Modal Collaborative Generation for End-to-End Long-Term Video Question Answering	402
A Fast and Efficient Shape Blending by Stable and Analytically Invertible Finite Descriptors	401
Pro2Diff: Proposal Propagation for Multi-Object Tracking via the Diffusion Model	375
Automatic Quaternion-Domain Color Image Stitching	331
Spatial Frequency Modulation Network for Efficient Image Dehazing	314
Toward Projected Clustering With Aggregated Mapping	308
Self-Supervised Matting-Specific Portrait Enhancement and Generation	262
MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection	254
Graph Convolutional Dictionary Selection With L₂, ₚ Norm for Video Summarization	239
Equivariant Local Reference Frames With Optimization for Robust Non-Rigid Point Cloud Correspondence	216
Multi-Constraint Adversarial Networks for Unsupervised Image-to-Image Translation	210
Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering	191
Harnessing Multi-modal Large Language Models for Measuring and Interpreting Color Differences	187
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting	180
STPNet: Scale-Aware Text Prompt Network for Medical Image Segmentation	178
FF-LPD: A Real-Time Frame-by-Frame License Plate Detector With Knowledge Distillation and Feature Propagation	177
Multimodal Unrolled Robust PCA for Background Foreground Separation	175
OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments	175
GMLight: Lighting Estimation via Geometric Distribution Approximation	166
A Low-Rank Tensor Decomposition Model With Factors Prior and Total Variation for Impulsive Noise Removal	165
An Adaptive Multi-Granularity Graph Representation of Image via Granular-ball Computing	164

Variational Structured Attention Networks for Deep Visual Representation Learning	162
Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining	157
Discrete Metric Learning for Fast Image Set Classification	154
Graph Embedding Contrastive Multi-Modal Representation Learning for Clustering	151
Multiframe Joint Enhancement for Early Interlaced Videos	150
Attentive WaveBlock: Complementarity-Enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-Identification and Beyond	150
Dual Alternating Direction Method of Multipliers for Inverse Imaging	146
Learning Spectral Cues for Multispectral and Panchromatic Image Fusion	133
Uncertainty-Guided Refinement for Fine-Grained Salient Object Detection	132
Real Image Denoising With a Locally-Adaptive Bitonic Filter	128
Differentiable SAR Renderer and Image-Based Target Reconstruction	127
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation	124
Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments	123
SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency	123
Color Spike Camera Reconstruction via Long Short-Term Temporal Aggregation of Spike Signals	121
Attention-Guided Neural Networks for Full-Reference and No-Reference Audio-Visual Quality Assessment	121
Pose-Appearance Relational Modeling for Video Action Recognition	116
Cross-Modality Pyramid Alignment for Visual Intention Understanding	116
TTVFI: Learning Trajectory-Aware Transformer for Video Frame Interpolation	115
Fine-Grained Recognition With Learnable Semantic Data Augmentation	115
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification	114
Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction	113
Contrast-Reconstruction Representation Learning for Self-Supervised Skeleton-Based Action Recognition	113
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning	111
Stacked Deconvolutional Network for Semantic Segmentation	111
Grammar-Induced Wavelet Network for Human Parsing	111
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning	110
Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition	110
SharpFormer: Learning Local Feature Preserving Global Representations for Image Deblurring	110
NR-MVSNet: Learning Multi-View Stereo Based on Normal Consistency and Depth Refinement	110
FsaNet: Frequency Self-Attention for Semantic Segmentation	109
Cross-Domain Diffusion With Progressive Alignment for Efficient Adaptive Retrieval	109
Non-Cascaded and Crosstalk-Free Multi-Image Encryption Based on Optical Scanning Holography Using 2D Orthogonal Compressive Sensing	107
Interactive Face Video Coding: A Generative Compression Framework	107
Toward Video Anomaly Retrieval From Video Anomaly Detection: New Benchmarks and Model	106
DUT: Learning Video Stabilization by Simply Watching Unstable Videos	101
Point-Based Learnable Query Generator for Human–Object Interaction Detection	101
Efficient Semi-Supervised Multimodal Hashing With Importance Differentiation Regression	98
Precise Facial Landmark Detection by Reference Heatmap Transformer	98
Cross-Attentional Spatio-Temporal Semantic Graph Networks for Video Question Answering	97
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion	96
Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision	96
Fast 3D Room Layout Estimation Based on Compact High-Level Representation	96
SegHSI: Semantic Segmentation of Hyperspectral Images With Limited Labeled Pixels	95
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images	95
Boundary-Aware Prototype in Semi-Supervised Medical Image Segmentation	93
Cyclic Self-Training With Proposal Weight Modulation for Cross-Supervised Object Detection	91
NeuralDiffuser: Neuroscience-Inspired Diffusion Guidance for fMRI Visual Reconstruction	90
IMU-Assisted Online Video Background Identification	88
Rethinking Sampling Strategies for Unsupervised Person Re-Identification	87

Unsupervised Modality-Transferable Video Highlight Detection With Representation Activation Sequence Learning	86
Addressing Challenges of Incorporating Appearance Cues Into Heuristic Multi-Object Tracker via a Novel Feature Paradigm	84
Coarse-to-Fine Contrastive Self-Supervised Feature Learning for Land-Cover Classification in SAR Images With Limited Labeled Data	84
Hyperspectral Meets Optical Flow: Spectral Flow Extraction for Hyperspectral Image Classification	83
Inverse Image Frequency for Long-Tailed Image Recognition	83
Variational Bayes Image Restoration With Compressive Autoencoders	81
Decoupled Cross-Modal Phrase-Attention Network for Image-Sentence Matching	80
Advances in Predictive RAHT for Geometric Point Cloud Compression	80
Perceptually Weighted Rate Distortion Optimization for Video-Based Point Cloud Compression	80
Multi-Exposure Image Fusion via Deformable Self-Attention	79
Commonality Feature Representation Learning for Unsupervised Multimodal Change Detection	79
Unsupervised Person Re-Identification With Stochastic Training Strategy	77
Distractor-Aware Event-Based Tracking	77
KSS-ICP: Point Cloud Registration Based on Kendall Shape Space	76
Video Moment Retrieval With Cross-Modal Neural Architecture Search	75
Weakly Supervised Semantic Segmentation via Alternate Self-Dual Teaching	75
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain	74
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation	74
RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation	73
Fuzzy Sparse Subspace Clustering for Infrared Image Segmentation	73
Learning Dynamic Prompts for All-in-One Image Restoration	72
Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification	72
Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction Network	71
Shared Manifold Regularized Joint Feature Selection for Joint Classification and Regression in Alzheimer’s Disease Diagnosis	71
PolarPose: Single-Stage Multi-Person Pose Estimation in Polar Coordinates	71
Joint Local and Nonlocal Progressive Prediction for Versatile Video Coding	70
Hierarchical Superpixel Segmentation by Parallel CRTrees Labeling	70
UVaT: Uncertainty Incorporated View-Aware Transformer for Robust Multi-View Classification	69
One Sketch for All: One-Shot Personalized Sketch Segmentation	69
Partition Map Prediction for Fast Block Partitioning in VVC Intra-Frame Coding	69
Generalizing to Out-of-Sample Degradations via Model Reprogramming	68
Energy-Based Domain Adaptation Without Intermediate Domain Dataset for Foggy Scene Segmentation	67
HQ2CL: A High-Quality Class Center Learning System for Deep Face Recognition	67
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images	66
Rich Action-Semantic Consistent Knowledge for Early Action Prediction	65
Spatially Consistent Transformer for Colorization in Monochrome-Color Dual-Lens System	65
Graph-Based Depth Denoising & Dequantization for Point Cloud Enhancement	65
RobustMat: Neural Diffusion for Street Landmark Patch Matching Under Challenging Environments	64
Exploring the Potential of Pooling Techniques for Universal Image Restoration	64
A Discrete-Mapping-Based Cross-Component Prediction Paradigm for Screen Content Coding	64
Mutually Reinforcing Learning of Decoupled Degradation and Diffusion Enhancement for Unpaired Low-Light Image Lightening	64
AAP-MIT: Attentive Atrous Pyramid Network and Memory Incorporated Transformer for Multisentence Video Description	63
Characteristic Mapping for Ellipse Detection Acceleration	63
Robust Ellipse Fitting Based on Maximum Correntropy Criterion With Variable Center	63
Learned Spherical Image Compression With Spherical Convolution-Self-Attention and Transformer Context Model	62
Implicit-Explicit Integrated Representations for Multi-View Video Compression	62
RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels	61
Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment	60
NesTD-Net: Deep NESTA-Inspired Unfolding Network With Dual-Path Deblocking Structure for Image Compressive Sensing	60
Fast Learning Radiance Fields by Shooting Much Fewer Rays	60
Fuzzy Sparse Deviation Regularized Robust Principal Component Analysis	59
MaskFaceGAN: High-Resolution Face Editing With Masked GAN Latent Code Optimization	58
Causal Inference Hashing for Long-Tailed Image Retrieval	58
High-Quality and Diverse Few-Shot Image Generation via Masked Discrimination	58
Enhancing Few-Shot Out-of-Distribution Detection With Pre-Trained Model Features	58
Multi-Scale Fusion and Decomposition Network for Single Image Deraining	57
Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation	57
Joint Denoising-Demosaicking Network for Long-Wave Infrared Division-of-Focal-Plane Polarization Images With Mixed Noise Level Estimation	57
Continual Referring Expression Comprehension via Dual Modular Memorization	57
A Real-Time Memory Updating Strategy for Unsupervised Person Re-Identification	57
DMRA: Depth-Induced Multi-Scale Recurrent Attention Network for RGB-D Saliency Detection	57
Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models	57
Image Reconstruction for Accelerated MR Scan With Faster Fourier Convolutional Neural Networks	57
Semantic Representation and Attention Alignment for Graph Information Bottleneck in Video Summarization	56
Compact Representation and Reliable Classification Learning for Point-Level Weakly-Supervised Action Localization	56
Rethinking Object Saliency Ranking: A Novel Whole-Flow Processing Paradigm	55
Semi-Supervised Domain Adaptive Structure Learning	55
Cross-Modal Causal Representation Learning for Radiology Report Generation	54
Image-Level Adaptive Adversarial Ranking for Person Re-Identification	54
Reviewer Summary for Transactions on Image Processing	54
MA-ST3D: Motion Associated Self-Training for Unsupervised Domain Adaptation on 3D Object Detection	54
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution	54
Dynamic Atomic Column Detection in Transmission Electron Microscopy Videos via Ridge Estimation	54
Source-Guided Target Feature Reconstruction for Cross-Domain Classification and Detection	53
Bayesian Nonnegative Tensor Completion With Automatic Rank Determination	53
Multi-Person Pose Tracking With Sparse Key-Point Flow Estimation and Hierarchical Graph Distance Minimization	53
Toward Scalable and Unified Example-Based Explanation and Outlier Detection	53
Arbitrary-Scale Texture Generation From Coarse-Grained Control	53
Image Compression Using Stochastic-AFD Based Multisignal Sparse Representation	53
MetaAge: Meta-Learning Personalized Age Estimators	52

Bi-Directional Pseudo-Three-Dimensional Network for Video Frame Interpolation	52
PointFormer: Keypoint-Guided Transformer for Simultaneous Nuclei Segmentation and Classification in Multi-Tissue Histology Images	52
FOVQA: Blind Foveated Video Quality Assessment	52
U-N2C: A Dual Memory-Guided Disentanglement Framework for Unsupervised System Matrix Denoising in Magnetic Particle Imaging	52
DVMark: A Deep Multiscale Framework for Video Watermarking	51
Deep Underwater Image Quality Assessment With Explicit Degradation Awareness Embedding	51
UniEmoX: Cross-Modal Semantic-Guided Large-Scale Pretraining for Universal Scene Emotion Perception	51
SIR: Self-Supervised Image Rectification via Seeing the Same Scene From Multiple Different Lenses	51
Data Augmentation Using Bitplane Information Recombination Model	51
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation	50
Deep Ranking Exemplar-Based Dynamic Scene Deblurring	50
Degraded Reference Image Quality Assessment	50
Sensitivity Decouple Learning for Image Compression Artifacts Reduction	50
A New Non-Linear Hyperbolic-Parabolic Coupled PDE Model for Image Despeckling	50
CKD: Contrastive Knowledge Distillation From a Sample-Wise Perspective	50
Cross-Modal Contrastive Learning Network for Few-Shot Action Recognition	49
Zero-Shot Camouflaged Object Detection	49
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches	49
Multistage Spatio-Temporal Networks for Robust Sketch Recognition	49
SDSFusion: A Semantic-Aware Infrared and Visible Image Fusion Network for Degraded Scenes	49
Ingredient-Guided Region Discovery and Relationship Modeling for Food Category-Ingredient Prediction	49
Perception-Guided Quality Metric of 3D Point Clouds Using Hybrid Strategy	48
Interpretable Neural Networks for Video Separation: Deep Unfolding RPCA With Foreground Masking	48
FABNet: Frequency-Aware Binarized Network for Single Image Super-Resolution	48
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation	48
Enhancing Text-Based Person Retrieval by Combining Fused Representation and Reciprocal Learning With Adaptive Loss Refinement	48
Attribute and State Guided Structural Embedding Network for Vehicle Re-Identification	47
Hierarchical Hashing Learning for Image Set Classification	47
Rotational Convolution: Rethinking Convolution for Downside Fisheye Images	47
Learning Domain Invariant Representations for Generalizable Person Re-Identification	46
Dynamic Slimmable Denoising Network	46
BPMTrack: Multi-Object Tracking With Detection Box Application Pattern Mining	46
Multi-Label Auroral Image Classification Based on CNN and Transformer	46
Model-Induced Generalization Error Bound for Information-Theoretic Representation Learning in Source-Data-Free Unsupervised Domain Adaptation	46
Contrastive Conditional Latent Diffusion for Audio-Visual Segmentation	45
SSL++: Improving Self-Supervised Learning by Mitigating the Proxy Task-Specificity Problem	45
Few-Shot Domain Adaptation via Mixup Optimal Transport	45
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks	45
PFONet: A Progressive Feedback Optimization Network for Lightweight Single Image Dehazing	45
Boosting Monocular 3D Human Pose Estimation With Part Aware Attention	45
Learned Image Compression With Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules	45
MBFQuant: A Multiplier-Bitwidth-Fixed, Mixed-Precision Quantization Method for Mobile CNN-Based Applications	45
View-Wise Versus Cluster-Wise Weight: Which Is Better for Multi-View Clustering?	45
CartoonLossGAN: Learning Surface and Coloring of Images for Cartoonization	45
Hyperspectral Image Classification via Cascaded Spatial Cross-Attention Network	44
DO-Conv: Depthwise Over-Parameterized Convolutional Layer	44
Sampling Agnostic Feature Representation for Long-Term Person Re-Identification	44
Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement	44
U-Shape Transformer for Underwater Image Enhancement	44
TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution	44
Underwater Image Enhancement With Hyper-Laplacian Reflectance Priors	44
Restoration of Images Taken Through a Dirty Window Using Optics-Guided Transformer	44
IEEE Transactions on Image Processing publication information	44
Explicitly-Decoupled Text Transfer With Minimized Background Reconstruction for Scene Text Editing	43
Improving Transferability of Universal Adversarial Perturbation With Feature Disruption	43
Siamese-DETR for Generic Multi-Object Tracking	43
Lightweight Deep Neural Networks for Ship Target Detection in SAR Imagery	43
Spatio-Temporal Correlation Guided Geometric Partitioning for Versatile Video Coding	42
Linearly Transformed Color Guide for Low-Bitrate Diffusion-Based Image Compression	42
BVI-VFI: A Video Quality Database for Video Frame Interpolation	41
Diverse Target and Contribution Scheduling for Domain Generalization	41
ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection	41
Coupled Splines for Sparse Curve Fitting	41
Scale-Aware Crowd Counting Network With Annotation Error Modeling	41
YOLOH: You Only Look One Hourglass for Real-Time Object Detection	41
Leveraging Frequency Analysis for Image Denoising Network Pruning	41
Learning Structure Aware Deep Spectral Embedding	41
Accurate 3D Measurement of Complex Texture Objects by Height Compensation Using a Dual-Projector Structure	41
Hyperpixels: Flexible 4D Over-Segmentation for Dense and Sparse Light Fields	40
Decoupling Discriminative Attributes for Few-Shot Fine-Grained Recognition	40
View-Consistency Learning for Incomplete Multiview Clustering	40
Learning to Compare Relation: Semantic Alignment for Few-Shot Learning	40
Toward Transparent Deep Image Aesthetics Assessment With Tag-Based Content Descriptors	40
Conditional Feature Learning Based Transformer for Text-Based Person Search	40
Multimodal Composition Example Mining for Composed Query Image Retrieval	40
An Efficient Transformer Based on Global and Local Self-Attention for Face Photo-Sketch Synthesis	40
Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning	40
Designing an Illumination-Aware Network for Deep Image Relighting	39
Magi-Net: Meta Negative Network for Early Activity Prediction	39
Zero-Shot Skeleton-Based Action Recognition With Prototype-Guided Feature Alignment	39
Interactive Learning of Intrinsic and Extrinsic Properties for All-Day Semantic Segmentation	39
Hierarchical Prior-Based Super Resolution for Point Cloud Geometry Compression	39
StreakNet-Arch: An Anti-Scattering Network-Based Architecture for Underwater Carrier LiDAR-Radar Imaging	39
DisAVR: Disentangled Adaptive Visual Reasoning Network for Diagram Question Answering	39
Robust Palmprint Recognition via Multi-Stage Noisy Label Selection and Correction	39
Dual Mixture Model Based CNN for Image Denoising	39
Deepfake Forensics via an Adversarial Game	38
Multi-Modal Remote Sensing Image Matching Considering Co-Occurrence Filter	38
Versatile Denoising-Based Approximate Message Passing for Compressive Sensing	38
Cluster-Guided Asymmetric Contrastive Learning for Unsupervised Person Re-Identification	38
Multi-Branch and Progressive Network for Low-Light Image Enhancement	38
Enhancing Multimodal Learning via Hierarchical Fusion Architecture Search With Inconsistency Mitigation	38
Anomaly Detection for Medical Images Using Heterogeneous Auto-Encoder	38
See360: Novel Panoramic View Interpolation	37
Exploration of Learned Lifting-Based Transform Structures for Fully Scalable and Accessible Wavelet-Like Image Compression	37