IEEE Transactions on Image Processing

Article	Citations
Consensus Sparsity: Multi-Context Sparse Image Representation via L ∞-Induced Matrix Variate	470
Variational Structured Attention Networks for Deep Visual Representation Learning	462
Multiframe Joint Enhancement for Early Interlaced Videos	443
FF-LPD: A Real-Time Frame-by-Frame License Plate Detector With Knowledge Distillation and Feature Propagation	386
SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency	332
HAda: Hyper-Adaptive Parameter-Efficient Learning for Multi-View ConvNets	304
Canonical Correlation Analysis With Low-Rank Learning for Image Representation	281
Learning Spectral Cues for Multispectral and Panchromatic Image Fusion	264
One-Class Classification Using ℓp-Norm Multiple Kernel Fisher Null Approach	214
Automatic Quaternion-Domain Color Image Stitching	212
Multi-Granularity Contrastive Cross-Modal Collaborative Generation for End-to-End Long-Term Video Question Answering	210
Toward Projected Clustering With Aggregated Mapping	199
A Low-Rank Tensor Decomposition Model With Factors Prior and Total Variation for Impulsive Noise Removal	188
Dual Alternating Direction Method of Multipliers for Inverse Imaging	163
Multimodal Unrolled Robust PCA for Background Foreground Separation	159
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting	159
A Fast and Efficient Shape Blending by Stable and Analytically Invertible Finite Descriptors	155
Self-Supervised Matting-Specific Portrait Enhancement and Generation	150
Graph Convolutional Dictionary Selection With L₂, ₚ Norm for Video Summarization	150
Differentiable SAR Renderer and Image-Based Target Reconstruction	144
Contrast-Reconstruction Representation Learning for Self-Supervised Skeleton-Based Action Recognition	138
MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection	138
GMLight: Lighting Estimation via Geometric Distribution Approximation	134
Harnessing Multi-modal Large Language Models for Measuring and Interpreting Color Differences	134
Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining	130

Equivariant Local Reference Frames With Optimization for Robust Non-Rigid Point Cloud Correspondence	129
Discrete Metric Learning for Fast Image Set Classification	128
Pro2Diff: Proposal Propagation for Multi-Object Tracking via the Diffusion Model	124
TTVFI: Learning Trajectory-Aware Transformer for Video Frame Interpolation	120
Pose-Appearance Relational Modeling for Video Action Recognition	118
Cross-Modality Pyramid Alignment for Visual Intention Understanding	115
Uncertainty-Guided Refinement for Fine-Grained Salient Object Detection	115
Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments	114
Multi-Constraint Adversarial Networks for Unsupervised Image-to-Image Translation	110
Attention-Guided Neural Networks for Full-Reference and No-Reference Audio-Visual Quality Assessment	108
Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering	105
Graph Embedding Contrastive Multi-Modal Representation Learning for Clustering	103
Real Image Denoising With a Locally-Adaptive Bitonic Filter	103
Fine-Grained Recognition With Learnable Semantic Data Augmentation	102
Attentive WaveBlock: Complementarity-Enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-Identification and Beyond	101
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification	100
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning	99
Cross-Attentional Spatio-Temporal Semantic Graph Networks for Video Question Answering	98
Inverse Image Frequency for Long-Tailed Image Recognition	96
SharpFormer: Learning Local Feature Preserving Global Representations for Image Deblurring	95
Unsupervised Modality-Transferable Video Highlight Detection With Representation Activation Sequence Learning	95
Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction	94
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning	93
Boundary-Aware Prototype in Semi-Supervised Medical Image Segmentation	92
Addressing Challenges of Incorporating Appearance Cues Into Heuristic Multi-Object Tracker via a Novel Feature Paradigm	90
SegHSI: Semantic Segmentation of Hyperspectral Images With Limited Labeled Pixels	90
Non-Cascaded and Crosstalk-Free Multi-Image Encryption Based on Optical Scanning Holography Using 2D Orthogonal Compressive Sensing	90
Grammar-Induced Wavelet Network for Human Parsing	88
Efficient Semi-Supervised Multimodal Hashing With Importance Differentiation Regression	88
Decoupled Cross-Modal Phrase-Attention Network for Image-Sentence Matching	88
Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision	88
Point-Based Learnable Query Generator for Human–Object Interaction Detection	88
Distractor-Aware Event-Based Tracking	86
Stacked Deconvolutional Network for Semantic Segmentation	85
Unsupervised Person Re-Identification With Stochastic Training Strategy	85
Weakly Supervised Semantic Segmentation via Alternate Self-Dual Teaching	84
Hyperspectral Meets Optical Flow: Spectral Flow Extraction for Hyperspectral Image Classification	83
Rethinking Sampling Strategies for Unsupervised Person Re-Identification	83
Coarse-to-Fine Contrastive Self-Supervised Feature Learning for Land-Cover Classification in SAR Images With Limited Labeled Data	81
Fuzzy Sparse Subspace Clustering for Infrared Image Segmentation	81
DUT: Learning Video Stabilization by Simply Watching Unstable Videos	80
IMU-Assisted Online Video Background Identification	79
Toward Video Anomaly Retrieval From Video Anomaly Detection: New Benchmarks and Model	76
NR-MVSNet: Learning Multi-View Stereo Based on Normal Consistency and Depth Refinement	75
Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition	75
Commonality Feature Representation Learning for Unsupervised Multimodal Change Detection	74
Cyclic Self-Training With Proposal Weight Modulation for Cross-Supervised Object Detection	74
Multi-Exposure Image Fusion via Deformable Self-Attention	73
Perceptually Weighted Rate Distortion Optimization for Video-Based Point Cloud Compression	72
Cross-Domain Diffusion With Progressive Alignment for Efficient Adaptive Retrieval	72

NeuralDiffuser: Neuroscience-Inspired Diffusion Guidance for fMRI Visual Reconstruction	72
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images	71
Video Moment Retrieval With Cross-Modal Neural Architecture Search	70
Precise Facial Landmark Detection by Reference Heatmap Transformer	70
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion	70
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain	69
KSS-ICP: Point Cloud Registration Based on Kendall Shape Space	68
RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation	68
FsaNet: Frequency Self-Attention for Semantic Segmentation	67
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation	67
Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification	67
RobustMat: Neural Diffusion for Street Landmark Patch Matching Under Challenging Environments	65
Fast Learning Radiance Fields by Shooting Much Fewer Rays	63
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution	63
Mutually Reinforcing Learning of Decoupled Degradation and Diffusion Enhancement for Unpaired Low-Light Image Lightening	62
Joint Denoising-Demosaicking Network for Long-Wave Infrared Division-of-Focal-Plane Polarization Images With Mixed Noise Level Estimation	62
One Sketch for All: One-Shot Personalized Sketch Segmentation	62
Robust Ellipse Fitting Based on Maximum Correntropy Criterion With Variable Center	62
Partition Map Prediction for Fast Block Partitioning in VVC Intra-Frame Coding	62
Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation	61
NesTD-Net: Deep NESTA-Inspired Unfolding Network With Dual-Path Deblocking Structure for Image Compressive Sensing	60
Semi-Supervised Domain Adaptive Structure Learning	59
Shared Manifold Regularized Joint Feature Selection for Joint Classification and Regression in Alzheimer’s Disease Diagnosis	58
A Real-Time Memory Updating Strategy for Unsupervised Person Re-Identification	57
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	54
Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction Network	54
High-Quality and Diverse Few-Shot Image Generation via Masked Discrimination	54
Characteristic Mapping for Ellipse Detection Acceleration	54
Generalizing to Out-of-Sample Degradations via Model Reprogramming	53
Rich Action-Semantic Consistent Knowledge for Early Action Prediction	53
Image Reconstruction for Accelerated MR Scan With Faster Fourier Convolutional Neural Networks	53
Enhancing Few-Shot Out-of-Distribution Detection With Pre-Trained Model Features	52
Joint Local and Nonlocal Progressive Prediction for Versatile Video Coding	52
Energy-Based Domain Adaptation Without Intermediate Domain Dataset for Foggy Scene Segmentation	52
Semantic Representation and Attention Alignment for Graph Information Bottleneck in Video Summarization	52
UVaT: Uncertainty Incorporated View-Aware Transformer for Robust Multi-View Classification	52
HQ2CL: A High-Quality Class Center Learning System for Deep Face Recognition	52
Continual Referring Expression Comprehension via Dual Modular Memorization	51
Hierarchical Superpixel Segmentation by Parallel CRTrees Labeling	51
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images	51
Fuzzy Sparse Deviation Regularized Robust Principal Component Analysis	51
A Discrete-Mapping-Based Cross-Component Prediction Paradigm for Screen Content Coding	51
Implicit-Explicit Integrated Representations for Multi-View Video Compression	51
Graph-Based Depth Denoising & Dequantization for Point Cloud Enhancement	50
DMRA: Depth-Induced Multi-Scale Recurrent Attention Network for RGB-D Saliency Detection	50
MaskFaceGAN: High-Resolution Face Editing With Masked GAN Latent Code Optimization	50
Spatially Consistent Transformer for Colorization in Monochrome-Color Dual-Lens System	50
Multi-Scale Fusion and Decomposition Network for Single Image Deraining	50
PolarPose: Single-Stage Multi-Person Pose Estimation in Polar Coordinates	50
Rethinking Object Saliency Ranking: A Novel Whole-Flow Processing Paradigm	50
Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment	50
RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels	50
Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models	49
Reviewer Summary for Transactions on Image Processing	49
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation	48
Image-Level Adaptive Adversarial Ranking for Person Re-Identification	48
MA-ST3D: Motion Associated Self-Training for Unsupervised Domain Adaptation on 3D Object Detection	48
Dynamic Atomic Column Detection in Transmission Electron Microscopy Videos via Ridge Estimation	48
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches	48
Perception-Guided Quality Metric of 3D Point Clouds Using Hybrid Strategy	48
Arbitrary-Scale Texture Generation From Coarse-Grained Control	47
Image Compression Using Stochastic-AFD Based Multisignal Sparse Representation	47
Multi-Person Pose Tracking With Sparse Key-Point Flow Estimation and Hierarchical Graph Distance Minimization	46
Attribute and State Guided Structural Embedding Network for Vehicle Re-Identification	46
Source-Guided Target Feature Reconstruction for Cross-Domain Classification and Detection	46
Rotational Convolution: Rethinking Convolution for Downside Fisheye Images	46
Cross-Modal Contrastive Learning Network for Few-Shot Action Recognition	45
Data Augmentation Using Bitplane Information Recombination Model	45
Model-Induced Generalization Error Bound for Information-Theoretic Representation Learning in Source-Data-Free Unsupervised Domain Adaptation	45
Sampling Agnostic Feature Representation for Long-Term Person Re-Identification	45
A New Non-Linear Hyperbolic-Parabolic Coupled PDE Model for Image Despeckling	45
Toward Scalable and Unified Example-Based Explanation and Outlier Detection	45
Degraded Reference Image Quality Assessment	45
SSL++: Improving Self-Supervised Learning by Mitigating the Proxy Task-Specificity Problem	45
MBFQuant: A Multiplier-Bitwidth-Fixed, Mixed-Precision Quantization Method for Mobile CNN-Based Applications	44
Deep Underwater Image Quality Assessment With Explicit Degradation Awareness Embedding	43
View-Wise Versus Cluster-Wise Weight: Which Is Better for Multi-View Clustering?	43
Multi-Label Auroral Image Classification Based on CNN and Transformer	43
Interpretable Neural Networks for Video Separation: Deep Unfolding RPCA With Foreground Masking	43

Bayesian Nonnegative Tensor Completion With Automatic Rank Determination	43
Few-Shot Domain Adaptation via Mixup Optimal Transport	42
FOVQA: Blind Foveated Video Quality Assessment	42
Dynamic Slimmable Denoising Network	42
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks	42
Zero-Shot Camouflaged Object Detection	42
Learning Domain Invariant Representations for Generalizable Person Re-Identification	42
MetaAge: Meta-Learning Personalized Age Estimators	41
PFONet: A Progressive Feedback Optimization Network for Lightweight Single Image Dehazing	41
Sensitivity Decouple Learning for Image Compression Artifacts Reduction	41
Hyperspectral Image Classification via Cascaded Spatial Cross-Attention Network	41
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation	41
Bi-Directional Pseudo-Three-Dimensional Network for Video Frame Interpolation	41
Ingredient-Guided Region Discovery and Relationship Modeling for Food Category-Ingredient Prediction	41
CartoonLossGAN: Learning Surface and Coloring of Images for Cartoonization	41
Deep Ranking Exemplar-Based Dynamic Scene Deblurring	41
Learned Image Compression With Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules	41
DVMark: A Deep Multiscale Framework for Video Watermarking	40
BPMTrack: Multi-Object Tracking With Detection Box Application Pattern Mining	40
SIR: Self-Supervised Image Rectification via Seeing the Same Scene From Multiple Different Lenses	40
Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement	40
Hierarchical Hashing Learning for Image Set Classification	39
Underwater Image Enhancement With Hyper-Laplacian Reflectance Priors	39
Multistage Spatio-Temporal Networks for Robust Sketch Recognition	39
U-Shape Transformer for Underwater Image Enhancement	39
DO-Conv: Depthwise Over-Parameterized Convolutional Layer	39
FABNet: Frequency-Aware Binarized Network for Single Image Super-Resolution	39
Boosting Monocular 3D Human Pose Estimation With Part Aware Attention	39
TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution	39
Coupled Splines for Sparse Curve Fitting	38
YOLOH: You Only Look One Hourglass for Real-Time Object Detection	38
Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning	38
Deepfake Forensics via an Adversarial Game	38
Spatio-Temporal Correlation Guided Geometric Partitioning for Versatile Video Coding	38
State-Aware Compositional Learning Toward Unbiased Training for Scene Graph Generation	38
Explicitly-Decoupled Text Transfer With Minimized Background Reconstruction for Scene Text Editing	38
IEEE Transactions on Image Processing publication information	38
Hierarchical Prior-Based Super Resolution for Point Cloud Geometry Compression	38
Linearly Transformed Color Guide for Low-Bitrate Diffusion-Based Image Compression	38
Siamese-DETR for Generic Multi-Object Tracking	38
Versatile Denoising-Based Approximate Message Passing for Compressive Sensing	37
Hyperpixels: Flexible 4D Over-Segmentation for Dense and Sparse Light Fields	37
Leveraging Frequency Analysis for Image Denoising Network Pruning	37
An Efficient Transformer Based on Global and Local Self-Attention for Face Photo-Sketch Synthesis	37
Multimodal Composition Example Mining for Composed Query Image Retrieval	36
Conditional Feature Learning Based Transformer for Text-Based Person Search	36
Cluster-Guided Asymmetric Contrastive Learning for Unsupervised Person Re-Identification	36
Towards Transparent Deep Image Aesthetics Assessment with Tag-based Content Descriptors	36
Multi-Branch and Progressive Network for Low-Light Image Enhancement	36
DisAVR: Disentangled Adaptive Visual Reasoning Network for Diagram Question Answering	36
Accurate 3D Measurement of Complex Texture Objects by Height Compensation Using a Dual-Projector Structure	35
Scale-Aware Crowd Counting Network with Annotation Error Modeling	35
Improving Transferability of Universal Adversarial Perturbation With Feature Disruption	35
BVI-VFI: A Video Quality Database for Video Frame Interpolation	35
Lightweight Deep Neural Networks for Ship Target Detection in SAR Imagery	35
View-Consistency Learning for Incomplete Multiview Clustering	35
Dual Mixture Model Based CNN for Image Denoising	35
Pseudo-Labeling Based Practical Semi-Supervised Meta-Training for Few-Shot Learning	35
Designing an Illumination-Aware Network for Deep Image Relighting	34
Learning to Compare Relation: Semantic Alignment for Few-Shot Learning	34
Interactive Learning of Intrinsic and Extrinsic Properties for All-Day Semantic Segmentation	34
Magi-Net: Meta Negative Network for Early Activity Prediction	34
Learning Structure Aware Deep Spectral Embedding	34
Anomaly Detection for Medical Images Using Heterogeneous Auto-Encoder	34
Fast Generation of Superpixels With Lattice Topology	33
Reformulating Graph Kernels for Self-Supervised Space-Time Correspondence Learning	33
Enhancing Face Recognition With Detachable Self-Supervised Bypass Networks	33
Alignment Relation is What You Need for Diagram Parsing	33
Multi-Modal Remote Sensing Image Matching Considering Co-Occurrence Filter	33
DREAM-PCD: Deep Reconstruction and Enhancement of mmWave Radar Pointcloud	33
Disparity-Aware Reference Frame Generation Network for Multiview Video Coding	33
Neuromorphic Synergy for Video Binarization	33
Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation	33
ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection	33
Video Instance Shadow Detection Under the Sun and Sky	33
Grouping Boundary Proposals for Fast Interactive Image Segmentation	33
Self-Supervised Learning of Perceptually Optimized Block Motion Estimates for Video Compression	33
HDR or SDR? A Subjective and Objective Study of Scaled and Compressed Videos	32
Learning Common Semantics via Optimal Transport for Contrastive Multi-View Clustering	32
Event-Based Optical Flow via Transforming Into Motion-Dependent View	32
Joint Under-Sampling Pattern and Dual-Domain Reconstruction for Accelerating Multi-Contrast MRI	32
INformer: Inertial-Based Fusion Transformer for Camera Shake Deblurring	31
Diffusion Models as Strong Adversaries	31
Study of Spatio-Temporal Modeling in Video Quality Assessment	31
See360: Novel Panoramic View Interpolation	31
Error Model and Concise Temporal Network for Indirect Illumination in 3D Reconstruction	31
X-View: Non-Egocentric Multi-View 3D Object Detector	31
Nowhere to Disguise: Spot Camouflaged Objects via Saliency Attribute Transfer	31
Taylor Neural Network for Real-World Image Super-Resolution	31
Exploration of Learned Lifting-Based Transform Structures for Fully Scalable and Accessible Wavelet-Like Image Compression	31
Latitude-Redundancy-Aware All-Zero Block Detection for Fast 360-Degree Video Coding	31
Improving Inconspicuous Attributes Modeling for Person Search by Language	31
Complementary Calibration: Boosting General Continual Learning With Collaborative Distillation and Self-Supervision	30
Multi-Modal Convolutional Dictionary Learning	30
Task-to-Instance Prompt Learning for Vision-Language Models at Test Time	30