IEEE Transactions on Image Processing

Article	Citations
EnlightenGAN: Deep Light Enhancement Without Paired Supervision	1084
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding	421
CGNet: A Light-Weight Context Guided Network for Semantic Segmentation	345
LayerCAM: Exploring Hierarchical Class Activation Maps for Localization	341
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation	299
Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement	290
Vision Transformers for Single Image Dehazing	265
UIU-Net: U-Net in U-Net for Infrared Small Object Detection	263
Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification	234
Self-Supervised Deep Correlation Tracking	213
Dense Nested Attention Network for Infrared Small Target Detection	213
Underwater Image Enhancement With Hyper-Laplacian Reflectance Priors	206
Sparse Gradient Regularized Deep Retinex Network for Robust Low-Light Image Enhancement	205
Hierarchical Alternate Interaction Network for RGB-D Salient Object Detection	195
RefineDNet: A Weakly Supervised Refinement Framework for Single Image Dehazing	192
On Data Augmentation for GAN Training	188
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images	185
GMNet: Graded-Feature Multilabel-Learning Network for RGB-Thermal Urban Scene Semantic Segmentation	182
End-to-End Learnt Image Compression via Non-Local Attention Optimization and Improved Context Modeling	173
Uncertainty-Aware Blind Image Quality Assessment in the Laboratory and Wild	169
UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content	166
Fast Parameter-Free Multi-View Subspace Clustering With Consensus Anchor Guidance	164
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object Detection	164
AMP-Net: Denoising-Based Deep Unfolding for Compressive Image Sensing	159
Twin Adversarial Contrastive Learning for Underwater Image Enhancement and Beyond	153

Rethinking the Competition Between Detection and ReID in Multiobject Tracking	150
Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild	149
Bilateral Attention Network for RGB-D Salient Object Detection	141
Learning Guided Convolutional Network for Depth Completion	140
SAMNet: Stereoscopically Attentive Multi-Scale Network for Lightweight Salient Object Detection	140
MATR: Multimodal Medical Image Fusion via Multiscale Adaptive Transformer	139
Domain Adaptive Ensemble Learning	139
A Supervised Segmentation Network for Hyperspectral Image Classification	138
Single-Source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification	136
DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and Rainmaking	132
Learning Spatial Attention for Face Super-Resolution	131
Spatial-Spectral Structured Sparse Low-Rank Representation for Hyperspectral Image Super-Resolution	127
Delving Deep Into Label Smoothing	126
IDE: Image Dehazing and Exposure Using an Enhanced Atmospheric Scattering Model	126
U-Shape Transformer for Underwater Image Enhancement	125
Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images	123
Model-Guided Deep Hyperspectral Image Super-Resolution	122
Reduced Reference Perceptual Quality Model With Application to Rate Control for Video-Based Point Cloud Compression	121
Multi-Interactive Dual-Decoder for RGB-Thermal Salient Object Detection	120
AP-CNN: Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification	119
Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering	118
Latent Correlation Representation Learning for Brain Tumor Segmentation With Missing MRI Modalities	117
DeepQTMT: A Deep Learning Approach for Fast QTMT-Based CU Partition of Intra-Mode VVC	114
End-to-End Temporal Action Detection With Transformer	111
CDNet: Complementary Depth Network for RGB-D Salient Object Detection	111
Adaptively Learning Facial Expression Representation via C-F Labels and Distillation	110
Adaptive Context-Aware Multi-Modal Network for Depth Completion	110
Structure-Aware Positional Transformer for Visible-Infrared Person Re-Identification	109
Stacked Deconvolutional Network for Semantic Segmentation	106
HDR-GAN: HDR Image Reconstruction From Multi-Exposed LDR Images With Large Motions	105
Rotation-Invariant Attention Network for Hyperspectral Image Classification	103
Jointly Modeling Motion and Appearance Cues for Robust RGB-T Tracking	102
EDN: Salient Object Detection via Extremely-Downsampled Network	101
A Global-Local Self-Adaptive Network for Drone-View Object Detection	101
TCGL: Temporal Contrastive Graph for Self-Supervised Video Representation Learning	100
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification	100
Dynamic Selection Network for Image Inpainting	98
Image Quality Assessment Using Contrastive Learning	97
DSNet: A Flexible Detect-to-Summarize Network for Video Summarization	97
Ratio-and-Scale-Aware YOLO for Pedestrian Detection	95
Holistic LSTM for Pedestrian Trajectory Prediction	93
Light Field Image Super-Resolution Using Deformable Convolution	93
Pseudo-Supervised Deep Subspace Clustering	92
Deep Hierarchical Vision Transformer for Hyperspectral and LiDAR Data Classification	91
Plant Disease Recognition: A Large-Scale Benchmark Dataset and a Visual Region and Loss Reweighting Approach	91
Light-DehazeNet: A Novel Lightweight CNN Architecture for Single Image Dehazing	89
Spatial Information Guided Convolution for Real-Time RGBD Semantic Segmentation	89
Band Representation-Based Semi-Supervised Low-Light Image Enhancement: Bridging the Gap Between Signal Fidelity and Perceptual Quality	88
Joint Local and Global Information Learning With Single Apex Frame Detection for Micro-Expression Recognition	88
Rain-Free and Residue Hand-in-Hand: A Progressive Coupled Network for Real-Time Image Deraining	88

Bifurcated Backbone Strategy for RGB-D Salient Object Detection	88
A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection	88
SGUIE-Net: Semantic Attention Guided Underwater Image Enhancement With Multi-Scale Perception	87
Self-Guided Image Dehazing Using Progressive Feature Fusion	87
DO-Conv: Depthwise Over-Parameterized Convolutional Layer	87
COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing	86
PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis	86
CIR-Net: Cross-Modality Interaction and Refinement for RGB-D Salient Object Detection	86
LasHeR: A Large-Scale High-Diversity Benchmark for RGBT Tracking	86
A Bilevel Integrated Model With Data-Driven Layer Ensemble for Multi-Modality Image Fusion	84
Composited FishNet: Fish Detection and Species Recognition From Low-Quality Underwater Videos	83
PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling	83
High-Order Correlation Preserved Incomplete Multi-View Subspace Clustering	83
Global-Feature Encoding U-Net (GEU-Net) for Multi-Focus Image Fusion	83
Localizing Anomalies From Weakly-Labeled Videos	83
RGBT Tracking via Multi-Adapter Network with Hierarchical Divergence Loss	83
Remote Sensing Scene Classification via Multi-Branch Local Attention Network	82
AAP-MIT: Attentive Atrous Pyramid Network and Memory Incorporated Transformer for Multisentence Video Description	82
nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer	80
CoANet: Connectivity Attention Network for Road Extraction From Satellite Imagery	80
Exploring Rich and Efficient Spatial Temporal Interactions for Real-Time Video Salient Object Detection	79
Iterative Robust Graph for Unsupervised Change Detection of Heterogeneous Remote Sensing Images	78
Centralized Feature Pyramid for Object Detection	77
Image Inpainting With Local and Global Refinement	76
Depth-Quality-Aware Salient Object Detection	76
Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification	75
Image Inpainting by End-to-End Cascaded Refinement With Mask Awareness	74
Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition	74
Extendable Multiple Nodes Recurrent Tracking Framework With RTU++	74
A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds	74
Deep K-SVD Denoising	73
Person Re-Identification via Attention Pyramid	72
MESNet: A Convolutional Neural Network for Spotting Multi-Scale Micro-Expression Intervals in Long Videos	72
Generative Partial Multi-View Clustering With Adaptive Fusion and Cycle Consistency	72
Night-Time Scene Parsing With a Large Real Dataset	72
SFace: Sigmoid-Constrained Hypersphere Loss for Robust Face Recognition	72
Group-Wise Learning for Weakly Supervised Semantic Segmentation	71
Feature Aggregation and Propagation Network for Camouflaged Object Detection	71
SPICE: Semantic Pseudo-Labeling for Image Clustering	70
Learning Causal Temporal Relation and Feature Discrimination for Anomaly Detection	69
Learning Discriminative Cross-Modality Features for RGB-D Saliency Detection	69
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models	69
Feedback Graph Convolutional Network for Skeleton-Based Action Recognition	69
Deep Dense Multi-Scale Network for Snow Removal Using Semantic and Depth Priors	68
CBNet: A Composite Backbone Network Architecture for Object Detection	68
Different Input Resolutions and Arbitrary Output Resolution: A Meta Learning-Based Deep Framework for Infrared and Visible Image Fusion	67
Video Moment Retrieval With Cross-Modal Neural Architecture Search	66
Multi-Modal Remote Sensing Image Matching Considering Co-Occurrence Filter	66
A Lightweight Spatial and Temporal Multi-Feature Fusion Network for Defect Detection	66
Blind Image Quality Assessment With Active Inference	66
Hyperspectral Image Classification With Multi-Attention Transformer and Adaptive Superpixel Segmentation-Based Active Learning	66
VCRNet: Visual Compensation Restoration Network for No-Reference Image Quality Assessment	66
X-Invariant Contrastive Augmentation and Representation Learning for Semi-Supervised Skeleton-Based Action Recognition	66
Scalable Image Coding for Humans and Machines	65
Contour-Aware Loss: Boundary-Aware Learning for Salient Object Segmentation	64
Data-Level Recombination and Lightweight Fusion Scheme for RGB-D Salient Object Detection	64
End-to-End Light Field Spatial Super-Resolution Network Using Multiple Epipolar Geometry	64
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain	63
Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification	63
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification	63
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets	63
Deep High-Resolution Representation Learning for Cross-Resolution Person Re-Identification	62
HRSiam: High-Resolution Siamese Network, Towards Space-Borne Satellite Video Tracking	62
Deep SAR Imaging and Motion Compensation	62
Complementary Pseudo Labels for Unsupervised Domain Adaptation On Person Re-Identification	62
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal	61
Collaborative Refining for Person Re-Identification With Label Noise	60
Single Image Super-Resolution Quality Assessment: A Real-World Dataset, Subjective Studies, and an Objective Metric	60
Multi-Temporal Scene Classification and Scene Change Detection With Correlation Based Fusion	60
Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution	60
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning	60
Shadow Removal by a Lightness-Guided Network With Training on Unpaired Data	59
Reversible Data Hiding Based on Dual Pairwise Prediction-Error Expansion	59
Cover-Lossless Robust Image Watermarking Against Geometric Deformations	59
Multi-View Gait Image Generation for Cross-View Gait Recognition	59
A Gated Recurrent Network With Dual Classification Assistance for Smoke Semantic Segmentation	58
Deep Spectral Representation Learning From Multi-View Data	58
LSNet: Lightweight Spatial Boosting Network for Detecting Salient Objects in RGB-Thermal Images	57
Low-Rank High-Order Tensor Completion With Applications in Visual Data	57
Semantics-Aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition	57

Fast Multi-View Clustering via Nonnegative and Orthogonal Factorization	57
A Deep Learning-Based Model That Reduces Speed of Sound Aberrations for Improved In Vivo Photoacoustic Imaging	57
GiT: Graph Interactive Transformer for Vehicle Re-Identification	57
CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution	57
Dynamic Selective Network for RGB-D Salient Object Detection	57
Re-Attention for Visual Question Answering	57
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection	57
Deep Retinex Network for Single Image Dehazing	56
Decoupled Two-Stage Crowd Counting and Beyond	56
Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting	56
Hypergraph Neural Network for Skeleton-Based Action Recognition	56
WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification	55
Hierarchical Paired Channel Fusion Network for Street Scene Change Detection	55
Video Moment Localization via Deep Cross-Modal Hashing	55
Video Summarization Through Reinforcement Learning With a 3D Spatio-Temporal U-Net	55
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition	55
Incremental Generative Occlusion Adversarial Suppression Network for Person ReID	54
Image Defogging Quality Assessment: Real-World Database and Method	54
Target Detection With Unconstrained Linear Mixture Model and Hierarchical Denoising Autoencoder in Hyperspectral Imagery	54
Spectral Super-Resolution Network Guided by Intrinsic Properties of Hyperspectral Imagery	54
A Study of Multi-Task and Region-Wise Deep Learning for Food Ingredient Recognition	53
RSSFormer: Foreground Saliency Enhancement for Remote Sensing Land-Cover Segmentation	53
Spot-Adaptive Knowledge Distillation	52
Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition	52
TGFuse: An Infrared and Visible Image Fusion Approach Based on Transformer and Generative Adversarial Network	52
KT-GAN: Knowledge-Transfer Generative Adversarial Network for Text-to-Image Synthesis	52
Salient Object Detection With Purificatory Mechanism and Structural Similarity Loss	51
Tensor Completion via Complementary Global, Local, and Nonlocal Priors	51
IDRLP: Image Dehazing Using Region Line Prior	51
Multi-Scale Single Image Dehazing Using Laplacian and Gaussian Pyramids	51
Asymmetric Supervised Consistent and Specific Hashing for Cross-Modal Retrieval	51
3DCD: Scene Independent End-to-End Spatiotemporal Feature Learning Framework for Change Detection in Unseen Videos	51
Hierarchical Representation Network With Auxiliary Tasks for Video Captioning and Video Question Answering	51
Learning Person Re-Identification Models From Videos With Weak Supervision	50
Optimized Dual Fire Attention Network and Medium-Scale Fire Classification Benchmark	50
Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images	50
Decomposition and Completion Network for Salient Object Detection	50
Digital Image Noise Estimation Using DWT Coefficients	50
Revisiting Shadow Detection: A New Benchmark Dataset for Complex World	50
Interpretable Multi-Modal Image Registration Network Based on Disentangled Convolutional Sparse Coding	50
Triply Complementary Priors for Image Restoration	50
Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms	50
Local Semantic Enhanced ConvNet for Aerial Scene Recognition	49
Cooperated Spectral Low-Rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising	49
Ellipse R-CNN: Learning to Infer Elliptical Object From Clustering and Occlusion	49
Cluster-Guided Asymmetric Contrastive Learning for Unsupervised Person Re-Identification	49
Cross-Layer Feature Pyramid Network for Salient Object Detection	49
Speckle-Free SAR Image Ship Detection	49
Domain Adaptation for Underwater Image Enhancement	49
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction	49
Joint Representation Learning and Keypoint Detection for Cross-View Geo-Localization	48
Facial Expression Recognition Using Frequency Neural Network	48
Dual-Stage Approach Toward Hyperspectral Image Super-Resolution	48
Double Similarity Distillation for Semantic Image Segmentation	48
A Pairwise Attentive Adversarial Spatiotemporal Network for Cross-Domain Few-Shot Action Recognition-R2	48
Backward Attentive Fusing Network With Local Aggregation Classifier for 3D Point Cloud Semantic Segmentation	47
Multi-Stage Feature Fusion Network for Video Super-Resolution	47
Interpreting and Improving Adversarial Robustness of Deep Neural Networks With Neuron Sensitivity	47
Light Field Super-Resolution via Adaptive Feature Remixing	47
Affinity Space Adaptation for Semantic Segmentation Across Domains	47
Bi-Directional Exponential Angular Triplet Loss for RGB-Infrared Person Re-Identification	47
M5L: Multi-Modal Multi-Margin Metric Learning for RGBT Tracking	47
Attention-Based Multi-Source Domain Adaptation	47
Multi-Sentence Auxiliary Adversarial Networks for Fine-Grained Text-to-Image Synthesis	47
Long Short-Term Relation Transformer With Global Gating for Video Captioning	46
TJU-DHD: A Diverse High-Resolution Dataset for Object Detection	46
Two-Stage Copy-Move Forgery Detection With Self Deep Matching and Proposal SuperGlue	46
Bayesian Low Rank Tensor Ring for Image Recovery	46
WINNet: Wavelet-Inspired Invertible Network for Image Denoising	46
Training Robust Deep Neural Networks via Adversarial Noise Propagation	46
ProxIQA: A Proxy Approach to Perceptual Optimization of Learned Image Compression	46
Single-Image Real-Time Rain Removal Based on Depth-Guided Non-Local Features	46
Rotation Awareness Based Self-Supervised Learning for SAR Target Recognition With Limited Training Samples	45
AutoPedestrian: An Automatic Data Augmentation and Loss Function Search Scheme for Pedestrian Detection	45
Motion-Driven Visual Tempo Learning for Video-Based Action Recognition	45
EnAET: A Self-Trained Framework for Semi-Supervised and Supervised Learning With Ensemble Transformations	45
Spectral-Spatial Latent Reconstruction for Open-Set Hyperspectral Image Classification	45
Hierarchical Attention Learning of Scene Flow in 3D Point Clouds	44
Orientation Cues-Aware Facial Relationship Representation for Head Pose Estimation via Transformer	44
SST: Spatial and Semantic Transformers for Multi-Label Image Recognition	44
Relation Graph Network for 3D Object Detection in Point Clouds	44
Robust Face Alignment by Multi-Order High-Precision Hourglass Network	44
Superpixel Guided Deformable Convolution Network for Hyperspectral Image Classification	44
Progressive Self-Guided Loss for Salient Object Detection	44
Multi-Domain Adversarial Feature Generalization for Person Re-Identification	44
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation	43
Interpretable Detail-Fidelity Attention Network for Single Image Super-Resolution	43
Learning to Anticipate Egocentric Actions by Imagination	43
CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection	43
DAN: Deep-Attention Network for 3D Shape Recognition	43
TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution	43
Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification	43
Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id	42
Omni-Frequency Channel-Selection Representations for Unsupervised Anomaly Detection	42
Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion	42