IEEE Transactions on Image Processing

Article	Citations
Variational Structured Attention Networks for Deep Visual Representation Learning	1091
TSFormer: Efficient Ultra-High-Definition Image Restoration via Trusted Min- p	995
An Explanation Method Based on Interpretable Linear Model With Four Key Characteristics	923
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting	830
Color Spike Camera Reconstruction via Long Short-Term Temporal Aggregation of Spike Signals	810
Equivariant Local Reference Frames With Optimization for Robust Non-Rigid Point Cloud Correspondence	646
Star-Shaped Multi-Person Interaction Graph Model for Group Skeleton-Based Action Recognition	382
Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering	324
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation	321
Cross-Modality Pyramid Alignment for Visual Intention Understanding	313
COME: A Collaborative Optimization Framework With Low-Rank MoE for Indoor 3D Object Detection	295
High-Fidelity Seismic Super-Resolution Using Prior-Informed Deep Learning With 3D Awareness	292
Zero-Pose-Prior NeRF: Recursive Radiance Field Reconstruction From Unposed and Unordered Images	275
Advancing Pre-Trained Teacher: Towards Robust Feature Discrepancy for Anomaly Detection	240
Consensus Sparsity: Multi-Context Sparse Image Representation via L ∞-Induced Matrix Variate	220
SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency	219
Leveraging Feature Alignment in Grassmannian Manifold for Multi-Output Regression Tasks	212
One-Class Classification Using ℓp-Norm Multiple Kernel Fisher Null Approach	211
Cross-Domain Few-Shot Medical Image Segmentation via Dynamic Semantic Matching	205
Pro2Diff: Proposal Propagation for Multi-Object Tracking via the Diffusion Model	201
Pose-Appearance Relational Modeling for Video Action Recognition	197
Uncertainty-Guided Refinement for Fine-Grained Salient Object Detection	182
Spatial Frequency Modulation Network for Efficient Image Dehazing	180
Information-Maximized Soft Variable Discretization for Self-Supervised Image Representation Learning	167
Toward Efficient Test Time Adaptation With Hierarchical Distribution Alignment	164

MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection	155
FF-LPD: A Real-Time Frame-by-Frame License Plate Detector With Knowledge Distillation and Feature Propagation	154
TTVFI: Learning Trajectory-Aware Transformer for Video Frame Interpolation	153
Spectral State Fusion Tree Mamba for Hyperspectral Image Classification	151
Language Supervised Multi-Camera Multi-Object Tracking	148
Global Modeling Matters: A Fast, Lightweight, and Effective Baseline for Efficient Image Restoration	144
An Adaptive Multi-Granularity Graph Representation of Image via Granular-ball Computing	128
Toward Projected Clustering With Aggregated Mapping	124
Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining	123
Focus on Finding Deepfakes: A Robust Proactive Detection Method Based on Orthogonal Moment Watermarking	118
LearnMat: Semantic-Aware Self-Supervision Fine-Grained Visual Recognition	117
Revisiting Fine-Grained Image Analysis by Semantic-Part Alignment	114
H 3 Former: Hypergraph-Based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification	113
Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments	112
In-Context Model Predictive Generation: Open-Vocabulary Motion Synthesis From Language Models to Physics	106
OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments	105
STPNet: Scale-Aware Text Prompt Network for Medical Image Segmentation	105
Graph Embedding Contrastive Multi-Modal Representation Learning for Clustering	104
Automatic Quaternion-Domain Color Image Stitching	103
HAda: Hyper-Adaptive Parameter-Efficient Learning for Multi-View ConvNets	102
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models	101
Harnessing Multi-Modal Large Language Models for Measuring and Interpreting Color Differences	98
Multi-Granularity Contrastive Cross-Modal Collaborative Generation for End-to-End Long-Term Video Question Answering	98
Fine-Grained Recognition With Learnable Semantic Data Augmentation	97
Attention-Guided Neural Networks for Full-Reference and No-Reference Audio-Visual Quality Assessment	96
Fast 3D Room Layout Estimation Based on Compact High-Level Representation	95
HAIMNet: A Hierarchical Adaptive Interaction Modulation Network for Low-Light Image Enhancement	95
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning	92
Perceptually Weighted Rate Distortion Optimization for Video-Based Point Cloud Compression	91
Spatial-Temporal Scene Graph Generation for Open-Vocabulary Multiple Object Tracking	89
Toward Generalizable Forgery Detection and Reasoning	87
ScaleNet: Scaling up Pretrained Neural Networks With Incremental Parameters	85
FD-SCU: Frequency Decomposition-Based Spectrum Collaborative Upsampling for Point Cloud Color Attribute	85
Vision Enhancing LLMs: Empowering Multimodal Knowledge Storage and Sharing in LLMs	83
Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision	83
MicroSDF: Microfacet-Driven Hybrid Neural SDFs for Mixed-Reflectance Surface Reconstruction	82
SharpFormer: Learning Local Feature Preserving Global Representations for Image Deblurring	82
MCIB: Multi-Modal Complementary Information Bottleneck for Hyperspectral and LiDAR Classification	81
SRS: Siamese Reconstruction-Segmentation Network Based on Dynamic-Parameter Convolution	81
Hyperspectral Meets Optical Flow: Spectral Flow Extraction for Hyperspectral Image Classification	80
TSCCD: Temporal Self-Construction Cross-Domain Learning for Unsupervised Hyperspectral Change Detection	80
Stacked Deconvolutional Network for Semantic Segmentation	80
NeuralDiffuser: Neuroscience-Inspired Diffusion Guidance for fMRI Visual Reconstruction	79
Weakly Supervised Semantic Segmentation via Alternate Self-Dual Teaching	79
Rethinking Sampling Strategies for Unsupervised Person Re-Identification	79
Point-Based Learnable Query Generator for Human–Object Interaction Detection	78
Unsupervised Modality-Transferable Video Highlight Detection With Representation Activation Sequence Learning	78
Toward Robust Alignment for Video Dehazing With Temporal Lookup Table	78
Decoupled Cross-Modal Phrase-Attention Network for Image-Sentence Matching	77
Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction	76

SegHSI: Semantic Segmentation of Hyperspectral Images With Limited Labeled Pixels	76
Boundary-Aware Prototype in Semi-Supervised Medical Image Segmentation	76
Fuzzy Sparse Subspace Clustering for Infrared Image Segmentation	75
Inverse Image Frequency for Long-Tailed Image Recognition	74
Addressing Challenges of Incorporating Appearance Cues Into Heuristic Multi-Object Tracker via a Novel Feature Paradigm	73
Interactive Face Video Coding: A Generative Compression Framework	72
Cyclic Self-Training With Proposal Weight Modulation for Cross-Supervised Object Detection	72
Toward Video Anomaly Retrieval From Video Anomaly Detection: New Benchmarks and Model	72
Commonality Feature Representation Learning for Unsupervised Multimodal Change Detection	72
ASDTracker: Adaptively Sparse Detection With Attention-Guided Refinement for Efficient Multi-Object Tracking	71
Advances in Predictive RAHT for Geometric Point Cloud Compression	71
Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition	71
Cross-Domain Diffusion With Progressive Alignment for Efficient Adaptive Retrieval	71
Variational Bayes Image Restoration With Compressive Autoencoders	71
Multi-Exposure Image Fusion via Deformable Self-Attention	70
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images	69
Motion and Appearance Decoupling Representation for Event Cameras	69
FsaNet: Frequency Self-Attention for Semantic Segmentation	68
Learning Dynamic Prompts for All-in-One Image Restoration	68
Distractor-Aware Event-Based Tracking	67
Precise Facial Landmark Detection by Reference Heatmap Transformer	67
Non-Cascaded and Crosstalk-Free Multi-Image Encryption Based on Optical Scanning Holography Using 2D Orthogonal Compressive Sensing	67
Soft Supervision-Guided Spatial–Temporal Refinement Network for Video-Based Visible-Infrared Person Re-Identification	67
KSS-ICP: Point Cloud Registration Based on Kendall Shape Space	67
RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation	66
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation	66
NR-MVSNet: Learning Multi-View Stereo Based on Normal Consistency and Depth Refinement	65
DCD-UIE: Decoupled Chromatic Diffusion Model for Underwater Image Enhancement	65
Quality-Aware Spatio-Temporal Transformer Network for RGBT Tracking	64
Inter-LPCM: Learning-Based Inter-Frame Predictive Coding for LiDAR Point Cloud Compression	64
RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels	64
Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment	64
HANeRV: Hierarchically Adaptive Neural Representation for Video Compression	63
Semi-Negative Contrastive Subclass Discriminative Network for Compositional Zero-Shot Learning	63
Energy-Based Domain Adaptation Without Intermediate Domain Dataset for Foggy Scene Segmentation	63
Implicit-Explicit Integrated Representations for Multi-View Video Compression	63
Partition Map Prediction for Fast Block Partitioning in VVC Intra-Frame Coding	63
Bayesian Multifractal Image Segmentation	62
Uncertainty Quantification for Semi-Supervised Object Detection in Remote Sensing Images	62
UVaT: Uncertainty Incorporated View-Aware Transformer for Robust Multi-View Classification	62
Counterfactual Risk Minimization for Out-of-Distribution Generalization	61
Rich Action-Semantic Consistent Knowledge for Early Action Prediction	61
HOPE: Enhanced Position Image Priors via High-Order Implicit Representations	60
IMPRESS: Incomplete Human Motion Prediction via Motion Recovery and Structural-Semantic Fusion	60
Learned Spherical Image Compression With Spherical Convolution-Self-Attention and Transformer Context Model	60
LB-PTQ: Effective Low-Bit Post-Training Quantization for Vision Transformers	60
A Discrete-Mapping-Based Cross-Component Prediction Paradigm for Screen Content Coding	59
PolarPose: Single-Stage Multi-Person Pose Estimation in Polar Coordinates	59
Generalizing to Out-of-Sample Degradations via Model Reprogramming	59
Characteristic Mapping for Ellipse Detection Acceleration	58
LNet: Lightweight Network for Driver Attention Estimation via Scene and Gaze Consistency	58
Positional Encoding Image Prior	57
Perception-Inspired Network for Stereo Image Quality Assessment	57
Robust Ellipse Fitting Based on Maximum Correntropy Criterion With Variable Center	56
Unsupervised Domain Adaptation in Biomedical Images Segmentation With Guided Diffusion Generative Prior	56
Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction Network	56
Semantic Representation and Attention Alignment for Graph Information Bottleneck in Video Summarization	56
Causal Inference Hashing for Long-Tailed Image Retrieval	55
Self-Anchored Progressive Framework With Noise Mitigation for Unsupervised Camouflaged Object Detection	54
IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting	54
Image Reconstruction for Accelerated MR Scan With Faster Fourier Convolutional Neural Networks	54
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution	54
ReCoTR: Reducing Semantic Cognitive Shift via Dual-Consensus Token Compression for Remote Sensing Image-Text Retrieval	54
RobustMat: Neural Diffusion for Street Landmark Patch Matching Under Challenging Environments	53
Attack-Augmented Mixing-Contrastive Skeletal Representation Learning	52
CGMNet: A Center-Pixel and Gated Mechanism-Based Attention Network for Hyperspectral Change Detection	52
Shared Manifold Regularized Joint Feature Selection for Joint Classification and Regression in Alzheimer’s Disease Diagnosis	51
Physics-Guided Cross-Modal Decoupling With Test-Time Adaptation for Hyperspectral Image Restoration	51
Individual and Common Attack: Enhancing Transferability in VLP Models Through Modal Feature Exploitation	51
Exploring the Potential of Pooling Techniques for Universal Image Restoration	51
NesTD-Net: Deep NESTA-Inspired Unfolding Network With Dual-Path Deblocking Structure for Image Compressive Sensing	51
Joint Denoising-Demosaicking Network for Long-Wave Infrared Division-of-Focal-Plane Polarization Images With Mixed Noise Level Estimation	50
MaskFaceGAN: High-Resolution Face Editing With Masked GAN Latent Code Optimization	50
Rethinking Object Saliency Ranking: A Novel Whole-Flow Processing Paradigm	49
CycleDiff: Cycle Diffusion Models for Unpaired Image-to-image Translation	49
Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation	48
A Real-Time Memory Updating Strategy for Unsupervised Person Re-Identification	48
Mask-Guided Asymmetric Contrastive and Semantic Alignment for Unsupervised Person Re-Identification	48
KeypointDiff: Keypoints-Guided Diffusion Model for Unpaired Object-Level SAR-to-Optical Aircraft Image Translation	48
Reduced Biquaternion Dual-Branch Deraining U-Network via Multi-Attention Mechanism	48

Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal	48
Enhancing Few-Shot Out-of-Distribution Detection With Pre-Trained Model Features	47
High-Quality and Diverse Few-Shot Image Generation via Masked Discrimination	47
CAS-ViT: Convolutional Additive Self-Attention Vision Transformers for Efficient Mobile Applications	47
Cross-Modal Causal Representation Learning for Radiology Report Generation	47
Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models	46
Neural Scene Designer: Self-Styled Semantic Image Manipulation	46
Multi-Scale Fusion and Decomposition Network for Single Image Deraining	46
Fast Learning Radiance Fields by Shooting Much Fewer Rays	46
Reviewer Summary for Transactions on Image Processing	46
Mutually Reinforcing Learning of Decoupled Degradation and Diffusion Enhancement for Unpaired Low-Light Image Lightening	46
LPATR-Net: Learnable Piecewise Affine Transformation Regression Assisted Data-Driven Dehazing Framework	46
UniEmoX: Cross-Modal Semantic-Guided Large-Scale Pretraining for Universal Scene Emotion Perception	45
Multi-Person Pose Tracking With Sparse Key-Point Flow Estimation and Hierarchical Graph Distance Minimization	45
MotionPrior: Exploring Efficient Learning of Motion Concepts for Few-Shot Video Generation	45
SIR: Self-Supervised Image Rectification via Seeing the Same Scene From Multiple Different Lenses	45
Unsupervised Domain Adaptive Object Detection via Semantic Consistency and Compactness Learning	45
Single-Image Reflection Removal via Iterative Prompt Learning of Reflection Level	44
Sensitivity Decouple Learning for Image Compression Artifacts Reduction	44
U-N2C: A Dual Memory-Guided Disentanglement Framework for Unsupervised System Matrix Denoising in Magnetic Particle Imaging	44
COMBINER: Composed Image Retrieval Guided by Attribute-Based Neighbor Relations	44
Degraded Reference Image Quality Assessment	43
PFONet: A Progressive Feedback Optimization Network for Lightweight Single Image Dehazing	43
IEEE Transactions on Image Processing publication information	43
SD-ReID: View-Aware Stable Diffusion for Aerial-Ground Person Re-Identification	43
Image-Level Adaptive Adversarial Ranking for Person Re-Identification	43
Two-Timer-KAN: Dual-Exclusive Fourier KANs With Gaussian Fusion for Few-Shot Multimodal Remote Sensing Imagery Classification	43
Bidirectional Cross-Modal Collaborative Alignment via Semantic-Guided Visual Embeddings for Partially Relevant Video Retrieval	43
FABNet: Frequency-Aware Binarized Network for Single Image Super-Resolution	42
MA-ST3D: Motion Associated Self-Training for Unsupervised Domain Adaptation on 3D Object Detection	42
One Step Diffusion-Based Super-Resolution With Time-Aware Distillation	42
PointFormer: Keypoint-Guided Transformer for Simultaneous Nuclei Segmentation and Classification in Multi-Tissue Histology Images	42
Interpretable Neural Networks for Video Separation: Deep Unfolding RPCA With Foreground Masking	42
Long-Tailed and Inter-Class Homogeneity Matters in Multi-Class Weakly Supervised Tissue Segmentation of Histopathology Images	42
Source-Guided Target Feature Reconstruction for Cross-Domain Classification and Detection	42
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches	42
BP-NeRF: End-to-End Neural Radiance Fields for Sparse Images Without Camera Pose in Complex Scenes	42
Perception-Guided Quality Metric of 3D Point Clouds Using Hybrid Strategy	41
Enhancing Target Recognition Performance in SSVEP-Based Brain–Computer Interfaces via Deep Neural Networks With Pyramid Squeeze Attention	41
DynSUP: Dynamic Gaussian Splatting From an Unposed Image Pair	41
Dynamic Atomic Column Detection in Transmission Electron Microscopy Videos via Ridge Estimation	41
Hierarchical Hashing Learning for Image Set Classification	41
AirDC: Adaptive Iterative Depth Refinement Framework for Full-Range Metric Depth Completion	41
Rotational Convolution: Rethinking Convolution for Downside Fisheye Images	41
MBFQuant: A Multiplier-Bitwidth-Fixed, Mixed-Precision Quantization Method for Mobile CNN-Based Applications	40
Learning Domain Invariant Representations for Generalizable Person Re-Identification	40
Restoration of Images Taken Through a Dirty Window Using Optics-Guided Transformer	40
Enhancing Text-Based Person Retrieval by Combining Fused Representation and Reciprocal Learning With Adaptive Loss Refinement	40
Exploiting Cross-Task Synergy via Frequency-Driven Hierarchical Learning for Multi-Task Dense Prediction	40
Hyperbolic Cycle Alignment for Infrared–Visible Image Fusion	40
Bayesian Nonnegative Tensor Completion With Automatic Rank Determination	40
Improving Unsupervised Ultrasonic Image Anomaly Detection via Frequency-Spatial Feature Filtering and Gaussian Mixture Modeling	39
Zero-Shot Camouflaged Object Detection	39
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks	39
Dynamic Slimmable Denoising Network	39
Cross-Modal Contrastive Learning Network for Few-Shot Action Recognition	39
CKD: Contrastive Knowledge Distillation From a Sample-Wise Perspective	39
DACESR: Degradation-Aware Conditional Embedding for Real-World Image Super-Resolution	38
Deep Underwater Image Quality Assessment With Explicit Degradation Awareness Embedding	38
Underwater Image Enhancement via Intelligent Optimized Multi-Exposure Image Fusion	38
Learned Image Compression With Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules	38
Rethinking the Low-Light Video Enhancement: Benchmark Datasets and Methods	38
Text-Driven Relation Manipulation of Diffusion Imagery	38
BVSR-EvD: Blurry Video Space-Time Super-Resolution With Events via Diffusion Models	38
TransDiff: Unsupervised Non-Line-of-Sight Imaging With Aperture-Limited Relay Surfaces	38
Marine Saliency Segmenter: Object-Focused Conditional Diffusion With Region-Level Semantic Knowledge Distillation	38
BPMTrack: Multi-Object Tracking With Detection Box Application Pattern Mining	37
Probabilistic Embeddings With Evidence Learning and Refinement for Text–Video Retrieval	37
MILES: Metric Learning with Expandable Subspace for Pre-Trained Model-Based Class-Incremental Learning	37
PCE-GAN: A Generative Adversarial Network for Point Cloud Attribute Quality Enhancement Based on Optimal Transport	37
Contrastive Conditional Latent Diffusion for Audio-Visual Segmentation	37
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation	37
Multi-Label Auroral Image Classification Based on CNN and Transformer	37
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation	37
TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution	37
Hyperspectral Image Classification via Cascaded Spatial Cross-Attention Network	37
SDSFusion: A Semantic-Aware Infrared and Visible Image Fusion Network for Degraded Scenes	37
Magi-Net: Meta Negative Network for Early Activity Prediction	36
Learning Structure Aware Deep Spectral Embedding	36
Compression-Oriented Video Super-Resolution	36
DVMark: A Deep Multiscale Framework for Video Watermarking	36
Padé Neurons for Efficient Neural Models	36
U-Shape Transformer for Underwater Image Enhancement	36
Degradation-Adaptive Denoising: Aligning Diffusion Models With Physics of Video Snapshot Compressive Imaging	35
Diverse Target and Contribution Scheduling for Domain Generalization	35
Hyperpixels: Flexible 4D Over-Segmentation for Dense and Sparse Light Fields	35
C-NeRF: Representing Scene Changes as Directional Consistency Difference-Based NeRF	35
Learn From Examples: In-Context Learning for Camouflaged Object Detection	35
DisAVR: Disentangled Adaptive Visual Reasoning Network for Diagram Question Answering	35
Toward Transparent Deep Image Aesthetics Assessment With Tag-Based Content Descriptors	35
Decoupling Discriminative Attributes for Few-Shot Fine-Grained Recognition	35
Rethinking Generalized Zero-Shot Learning: A Synthesized Per-Instance Attribute Perspective	35
Broadcast-Gated Attention With Identity Adaptive Integration for Efficient Image Super-Resolution	35
Versatile Denoising-Based Approximate Message Passing for Compressive Sensing	34
SUIT: Spatial-Spectral Union-Intersection Interaction Network for Hyperspectral Object Tracking	34