IEEE Transactions on Image Processing

Article	Citations
Variational Structured Attention Networks for Deep Visual Representation Learning	952
One-Class Classification Using ℓp-Norm Multiple Kernel Fisher Null Approach	872
TSFormer: Efficient Ultra-High-Definition Image Restoration via Trusted Min- p	794
An Explanation Method Based on Interpretable Linear Model With Four Key Characteristics	693
FF-LPD: A Real-Time Frame-by-Frame License Plate Detector With Knowledge Distillation and Feature Propagation	689
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting	551
Color Spike Camera Reconstruction via Long Short-Term Temporal Aggregation of Spike Signals	317
Focus on Finding Deepfakes: A Robust Proactive Detection Method Based on Orthogonal Moment Watermarking	294
Cross-Domain Few-Shot Medical Image Segmentation via Dynamic Semantic Matching	291
An Adaptive Multi-Granularity Graph Representation of Image via Granular-ball Computing	279
Harnessing Multi-Modal Large Language Models for Measuring and Interpreting Color Differences	257
Toward Efficient Test Time Adaptation With Hierarchical Distribution Alignment	244
Pose-Appearance Relational Modeling for Video Action Recognition	235
Equivariant Local Reference Frames With Optimization for Robust Non-Rigid Point Cloud Correspondence	195
Global Modeling Matters: A Fast, Lightweight, and Effective Baseline for Efficient Image Restoration	191
Toward Projected Clustering With Aggregated Mapping	186
LearnMat: Semantic-Aware Self-Supervision Fine-Grained Visual Recognition	179
COME: A Collaborative Optimization Framework With Low-Rank MoE for Indoor 3D Object Detection	179
Information-Maximized Soft Variable Discretization for Self-Supervised Image Representation Learning	172
Consensus Sparsity: Multi-Context Sparse Image Representation via L ∞-Induced Matrix Variate	171
HAda: Hyper-Adaptive Parameter-Efficient Learning for Multi-View ConvNets	171
Revisiting Fine-Grained Image Analysis by Semantic-Part Alignment	167
Graph Embedding Contrastive Multi-Modal Representation Learning for Clustering	164
High-Fidelity Seismic Super-Resolution Using Prior-Informed Deep Learning With 3D Awareness	154
Uncertainty-Guided Refinement for Fine-Grained Salient Object Detection	153

Zero-Pose-Prior NeRF: Recursive Radiance Field Reconstruction From Unposed and Unordered Images	148
SemiRS-COC: Semi-Supervised Classification for Complex Remote Sensing Scenes With Cross-Object Consistency	143
TTVFI: Learning Trajectory-Aware Transformer for Video Frame Interpolation	143
Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering	139
Advancing Pre-trained Teacher: Towards Robust Feature Discrepancy for Anomaly Detection	126
Multi-Granularity Contrastive Cross-Modal Collaborative Generation for End-to-End Long-Term Video Question Answering	121
Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments	114
Attention-Guided Neural Networks for Full-Reference and No-Reference Audio-Visual Quality Assessment	114
Fine-Grained Recognition With Learnable Semantic Data Augmentation	106
Star-Shaped Multi-Person Interaction Graph Model for Group Skeleton-Based Action Recognition	104
Automatic Quaternion-Domain Color Image Stitching	101
Pro2Diff: Proposal Propagation for Multi-Object Tracking via the Diffusion Model	101
MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection	100
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models	100
STPNet: Scale-Aware Text Prompt Network for Medical Image Segmentation	100
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation	98
Spatial Frequency Modulation Network for Efficient Image Dehazing	95
Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining	94
Cross-Modality Pyramid Alignment for Visual Intention Understanding	93
OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments	91
Inverse Image Frequency for Long-Tailed Image Recognition	87
Advances in Predictive RAHT for Geometric Point Cloud Compression	87
Fast 3D Room Layout Estimation Based on Compact High-Level Representation	87
ASDTracker: Adaptively Sparse Detection With Attention-Guided Refinement for Efficient Multi-Object Tracking	86
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning	83
Decoupled Cross-Modal Phrase-Attention Network for Image-Sentence Matching	82
Unsupervised Modality-Transferable Video Highlight Detection With Representation Activation Sequence Learning	81
Precise Facial Landmark Detection by Reference Heatmap Transformer	79
Perceptually Weighted Rate Distortion Optimization for Video-Based Point Cloud Compression	78
Fuzzy Sparse Subspace Clustering for Infrared Image Segmentation	78
Spatial-Temporal Scene Graph Generation for Open-Vocabulary Multiple Object Tracking	78
Weakly Supervised Semantic Segmentation via Alternate Self-Dual Teaching	77
Toward Generalizable Forgery Detection and Reasoning	77
Rethinking Sampling Strategies for Unsupervised Person Re-Identification	76
FD-SCU: Frequency Decomposition-Based Spectrum Collaborative Upsampling for Point Cloud Color Attribute	75
Addressing Challenges of Incorporating Appearance Cues Into Heuristic Multi-Object Tracker via a Novel Feature Paradigm	74
Multi-Condition Latent Diffusion Network for Scene-Aware Neural Human Motion Prediction	74
ScaleNet: Scaling up Pretrained Neural Networks With Incremental Parameters	73
Vision Enhancing LLMs: Empowering Multimodal Knowledge Storage and Sharing in LLMs	73
Boundary-Aware Prototype in Semi-Supervised Medical Image Segmentation	73
TSCCD: Temporal Self-Construction Cross-Domain Learning for Unsupervised Hyperspectral Change Detection	73
SRS: Siamese Reconstruction-Segmentation Network Based on Dynamic-Parameter Convolution	71
Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision	71
Point-Based Learnable Query Generator for Human–Object Interaction Detection	70
Distractor-Aware Event-Based Tracking	69
Stacked Deconvolutional Network for Semantic Segmentation	69
Hyperspectral Meets Optical Flow: Spectral Flow Extraction for Hyperspectral Image Classification	69
MCIB: Multi-Modal Complementary Information Bottleneck for Hyperspectral and LiDAR Classification	68
Learning Dynamic Prompts for All-in-One Image Restoration	67
Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition	67

Interactive Face Video Coding: A Generative Compression Framework	66
Variational Bayes Image Restoration With Compressive Autoencoders	66
Non-Cascaded and Crosstalk-Free Multi-Image Encryption Based on Optical Scanning Holography Using 2D Orthogonal Compressive Sensing	66
NeuralDiffuser: Neuroscience-Inspired Diffusion Guidance for fMRI Visual Reconstruction	65
NR-MVSNet: Learning Multi-View Stereo Based on Normal Consistency and Depth Refinement	65
Cross-Domain Diffusion With Progressive Alignment for Efficient Adaptive Retrieval	64
MicroSDF: Microfacet-Driven Hybrid Neural SDFs for Mixed-Reflectance Surface Reconstruction	64
Motion and Appearance Decoupling Representation for Event Cameras	64
KSS-ICP: Point Cloud Registration Based on Kendall Shape Space	64
Commonality Feature Representation Learning for Unsupervised Multimodal Change Detection	63
RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation	63
SegHSI: Semantic Segmentation of Hyperspectral Images With Limited Labeled Pixels	62
Toward Video Anomaly Retrieval From Video Anomaly Detection: New Benchmarks and Model	61
Multi-Exposure Image Fusion via Deformable Self-Attention	61
DCD-UIE: Decoupled Chromatic Diffusion Model for Underwater Image Enhancement	61
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images	61
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation	61
SharpFormer: Learning Local Feature Preserving Global Representations for Image Deblurring	61
Cyclic Self-Training With Proposal Weight Modulation for Cross-Supervised Object Detection	60
FsaNet: Frequency Self-Attention for Semantic Segmentation	60
Learned Spherical Image Compression With Spherical Convolution-Self-Attention and Transformer Context Model	59
CGMNet: A Center-Pixel and Gated Mechanism-Based Attention Network for Hyperspectral Change Detection	58
RobustMat: Neural Diffusion for Street Landmark Patch Matching Under Challenging Environments	58
UVaT: Uncertainty Incorporated View-Aware Transformer for Robust Multi-View Classification	58
Bayesian Multifractal Image Segmentation	58
Energy-Based Domain Adaptation Without Intermediate Domain Dataset for Foggy Scene Segmentation	57
Rich Action-Semantic Consistent Knowledge for Early Action Prediction	57
HOPE: Enhanced Position Image Priors via High-Order Implicit Representations	57
Attack-Augmented Mixing-Contrastive Skeletal Representation Learning	57
CycleDiff: Cycle Diffusion Models for Unpaired Image-to-image Translation	56
PolarPose: Single-Stage Multi-Person Pose Estimation in Polar Coordinates	56
Generalizing to Out-of-Sample Degradations via Model Reprogramming	56
Rethinking Object Saliency Ranking: A Novel Whole-Flow Processing Paradigm	55
Characteristic Mapping for Ellipse Detection Acceleration	55
High-Quality and Diverse Few-Shot Image Generation via Masked Discrimination	54
Shared Manifold Regularized Joint Feature Selection for Joint Classification and Regression in Alzheimer’s Disease Diagnosis	54
Positional Encoding Image Prior	53
IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting	53
Semi-Negative Contrastive Subclass Discriminative Network for Compositional Zero-Shot Learning	52
Image Reconstruction for Accelerated MR Scan With Faster Fourier Convolutional Neural Networks	52
Mutually Reinforcing Learning of Decoupled Degradation and Diffusion Enhancement for Unpaired Low-Light Image Lightening	52
Implicit-Explicit Integrated Representations for Multi-View Video Compression	51
LNet: Lightweight Network for Driver Attention Estimation via Scene and Gaze Consistency	51
Quality-Aware Spatio-Temporal Transformer Network for RGBT Tracking	51
A Discrete-Mapping-Based Cross-Component Prediction Paradigm for Screen Content Coding	51
RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels	51
Perception-Inspired Network for Stereo Image Quality Assessment	51
Partition Map Prediction for Fast Block Partitioning in VVC Intra-Frame Coding	50
Semantic Representation and Attention Alignment for Graph Information Bottleneck in Video Summarization	49
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution	49
Self-Anchored Progressive Framework With Noise Mitigation for Unsupervised Camouflaged Object Detection	49
Unsupervised Domain Adaptation in Biomedical Images Segmentation With Guided Diffusion Generative Prior	49
Joint Denoising-Demosaicking Network for Long-Wave Infrared Division-of-Focal-Plane Polarization Images With Mixed Noise Level Estimation	48
Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction Network	48
CAS-ViT: Convolutional Additive Self-Attention Vision Transformers for Efficient Mobile Applications	48
Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment	48
Fast Learning Radiance Fields by Shooting Much Fewer Rays	48
Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal	47
Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models	47
Exploring the Potential of Pooling Techniques for Universal Image Restoration	46
Uncertainty Quantification for Semi-Supervised Object Detection in Remote Sensing Images	46
Multi-Scale Fusion and Decomposition Network for Single Image Deraining	45
Enhancing Few-Shot Out-of-Distribution Detection With Pre-Trained Model Features	45
Individual and Common Attack: Enhancing Transferability in VLP Models Through Modal Feature Exploitation	45
Robust Ellipse Fitting Based on Maximum Correntropy Criterion With Variable Center	45
LB-PTQ: Effective Low-Bit Post-Training Quantization for Vision Transformers	44
NesTD-Net: Deep NESTA-Inspired Unfolding Network With Dual-Path Deblocking Structure for Image Compressive Sensing	44
MaskFaceGAN: High-Resolution Face Editing With Masked GAN Latent Code Optimization	44
Causal Inference Hashing for Long-Tailed Image Retrieval	44
Cross-Modal Causal Representation Learning for Radiology Report Generation	44
Counterfactual Risk Minimization for Out-of-Distribution Generalization	43
IMPRESS: Incomplete Human Motion Prediction via Motion Recovery and Structural-Semantic Fusion	43
Reviewer Summary for Transactions on Image Processing	42
Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation	42
TransDiff: Unsupervised Non-Line-of-Sight Imaging With Aperture-Limited Relay Surfaces	42
A Real-Time Memory Updating Strategy for Unsupervised Person Re-Identification	42
Neural Scene Designer: Self-Styled Semantic Image Manipulation	42
Reduced Biquaternion Dual-Branch Deraining U-Network via Multi-Attention Mechanism	42
Image-Level Adaptive Adversarial Ranking for Person Re-Identification	41
MA-ST3D: Motion Associated Self-Training for Unsupervised Domain Adaptation on 3D Object Detection	41

LPATR-Net: Learnable Piecewise Affine Transformation Regression Assisted Data-Driven Dehazing Framework	41
Unsupervised Domain Adaptive Object Detection via Semantic Consistency and Compactness Learning	41
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches	41
Perception-Guided Quality Metric of 3D Point Clouds Using Hybrid Strategy	41
IEEE Transactions on Image Processing publication information	41
DACESR: Degradation-Aware Conditional Embedding for Real-World Image Super-Resolution	41
Dynamic Slimmable Denoising Network	40
Multi-Label Auroral Image Classification Based on CNN and Transformer	40
Rethinking the Low-Light Video Enhancement: Benchmark Datasets and Methods	40
Multi-Person Pose Tracking With Sparse Key-Point Flow Estimation and Hierarchical Graph Distance Minimization	40
BVSR-EvD: Blurry Video Space-Time Super-Resolution With Events via Diffusion Models	39
Improving Unsupervised Ultrasonic Image Anomaly Detection via Frequency-Spatial Feature Filtering and Gaussian Mixture Modeling	39
Bayesian Nonnegative Tensor Completion With Automatic Rank Determination	39
MBFQuant: A Multiplier-Bitwidth-Fixed, Mixed-Precision Quantization Method for Mobile CNN-Based Applications	39
Degraded Reference Image Quality Assessment	39
Enhancing Text-Based Person Retrieval by Combining Fused Representation and Reciprocal Learning With Adaptive Loss Refinement	39
PCE-GAN: A Generative Adversarial Network for Point Cloud Attribute Quality Enhancement Based on Optimal Transport	39
Bidirectional Cross-Modal Collaborative Alignment via Semantic-Guided Visual Embeddings for Partially Relevant Video Retrieval	39
BP-NeRF: End-to-End Neural Radiance Fields for Sparse Images Without Camera Pose in Complex Scenes	38
Restoration of Images Taken Through a Dirty Window Using Optics-Guided Transformer	38
Interpretable Neural Networks for Video Separation: Deep Unfolding RPCA With Foreground Masking	38
Hierarchical Hashing Learning for Image Set Classification	38
U-N2C: A Dual Memory-Guided Disentanglement Framework for Unsupervised System Matrix Denoising in Magnetic Particle Imaging	37
SIR: Self-Supervised Image Rectification via Seeing the Same Scene From Multiple Different Lenses	37
MotionPrior: Exploring Efficient Learning of Motion Concepts for Few-Shot Video Generation	37
UniEmoX: Cross-Modal Semantic-Guided Large-Scale Pretraining for Universal Scene Emotion Perception	37
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks	37
PVPUFormer: Probabilistic Visual Prompt Unified Transformer for Interactive Image Segmentation	36
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation	36
Sensitivity Decouple Learning for Image Compression Artifacts Reduction	36
Source-Guided Target Feature Reconstruction for Cross-Domain Classification and Detection	36
Long-Tailed and Inter-Class Homogeneity Matters in Multi-Class Weakly Supervised Tissue Segmentation of Histopathology Images	36
PFONet: A Progressive Feedback Optimization Network for Lightweight Single Image Dehazing	36
FABNet: Frequency-Aware Binarized Network for Single Image Super-Resolution	36
BPMTrack: Multi-Object Tracking With Detection Box Application Pattern Mining	36
Dynamic Atomic Column Detection in Transmission Electron Microscopy Videos via Ridge Estimation	36
CKD: Contrastive Knowledge Distillation From a Sample-Wise Perspective	36
Enhancing Target Recognition Performance in SSVEP-Based Brain–Computer Interfaces via Deep Neural Networks with Pyramid Squeeze Attention	35
Learning Domain Invariant Representations for Generalizable Person Re-Identification	35
Hyperspectral Image Classification via Cascaded Spatial Cross-Attention Network	35
DVMark: A Deep Multiscale Framework for Video Watermarking	35
Rotational Convolution: Rethinking Convolution for Downside Fisheye Images	35
Deep Underwater Image Quality Assessment With Explicit Degradation Awareness Embedding	35
SDSFusion: A Semantic-Aware Infrared and Visible Image Fusion Network for Degraded Scenes	34
Contrastive Conditional Latent Diffusion for Audio-Visual Segmentation	34
One Step Diffusion-Based Super-Resolution With Time-Aware Distillation	34
Padé Neurons for Efficient Neural Models	34
Diverse Target and Contribution Scheduling for Domain Generalization	34
Magi-Net: Meta Negative Network for Early Activity Prediction	34
Zero-Shot Camouflaged Object Detection	34
Cross-Modal Contrastive Learning Network for Few-Shot Action Recognition	34
U-Shape Transformer for Underwater Image Enhancement	34
Learn From Examples: In-Context Learning for Camouflaged Object Detection	34
Learning Structure Aware Deep Spectral Embedding	34
TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution	34
Learned Image Compression With Gaussian-Laplacian-Logistic Mixture Model and Concatenated Residual Modules	34
PointFormer: Keypoint-Guided Transformer for Simultaneous Nuclei Segmentation and Classification in Multi-Tissue Histology Images	34
Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning	34
Zero-Shot Skeleton-Based Action Recognition With Prototype-Guided Feature Alignment	34
SketchAging: Face Photo-Sketch Synthesis and Aging With Multi-Scale Feature Extraction	33
Versatile Denoising-Based Approximate Message Passing for Compressive Sensing	33
Hyperpixels: Flexible 4D Over-Segmentation for Dense and Sparse Light Fields	33
DisAVR: Disentangled Adaptive Visual Reasoning Network for Diagram Question Answering	33
C-NeRF: Representing Scene Changes as Directional Consistency Difference-Based NeRF	33
Rethinking Generalized Zero-Shot Learning: A Synthesized Per-Instance Attribute Perspective	33
Active Style-Content Dual-Branch Domain Adaptation for Semi-Supervised SAR Object Detection	33
Completing Missing Entities: Exploring Consistency Reasoning for Remote Sensing Object Detection	33
StreakNet-Arch: An Anti-Scattering Network-Based Architecture for Underwater Carrier LiDAR-Radar Imaging	33
Advancing Weakly-Supervised Change Detection in Satellite Images via Adversarial Class Prompting	33
An Efficient Transformer Based on Global and Local Self-Attention for Face Photo-Sketch Synthesis	33
Anomaly Detection for Medical Images Using Heterogeneous Auto-Encoder	33
Interactive Learning of Intrinsic and Extrinsic Properties for All-Day Semantic Segmentation	33
Coupled Diffusion Posterior Sampling for Unsupervised Hyperspectral and Multispectral Images Fusion	32
Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts	32
BVI-VFI: A Video Quality Database for Video Frame Interpolation	32
Hierarchical Prior-Based Super Resolution for Point Cloud Geometry Compression	32
ROOT: Region-Word Alignment With Partial Optimal Transport for Open-Vocabulary Object Detection	32
Broadcast-Gated Attention With Identity Adaptive Integration for Efficient Image Super-Resolution	32
Scale-Aware Crowd Counting Network With Annotation Error Modeling	32
DiffLLFace: Learning Alternate Illumination-Diffusion Adaptation for Low-Light Face Super-Resolution and Beyond	32
Robust Palmprint Recognition via Multi-Stage Noisy Label Selection and Correction	31
Leveraging Frequency Analysis for Image Denoising Network Pruning	31
Explicitly-Decoupled Text Transfer With Minimized Background Reconstruction for Scene Text Editing	31
Lightweight Deep Neural Networks for Ship Target Detection in SAR Imagery	31
Multi-Branch and Progressive Network for Low-Light Image Enhancement	31
Compression-Oriented Video Super-Resolution	31
Linearly Transformed Color Guide for Low-Bitrate Diffusion-Based Image Compression	31
YOLOH: You Only Look One Hourglass for Real-Time Object Detection	31
Action Quality Assessment via Hierarchical Pose-Guided Multi-Stage Contrastive Regression	31
Enhancing Multimodal Learning via Hierarchical Fusion Architecture Search With Inconsistency Mitigation	30
Underdetermined Blind Source Separation via Weighted Simplex Shrinkage Regularization and Quantum Deep Image Prior	30
Toward Transparent Deep Image Aesthetics Assessment With Tag-Based Content Descriptors	30
Pseudo-Labeling Based Practical Semi-Supervised Meta-Training for Few-Shot Learning	30
Tensor Wheel Decomposition: Theory and Application to Tensor Completion	30
Improving Transferability of Universal Adversarial Perturbation With Feature Disruption	30