OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Transactions on Image Processing is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

Article	Citations
EnlightenGAN: Deep Light Enhancement Without Paired Supervision	814
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding	307
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation	271
CGNet: A Light-Weight Context Guided Network for Semantic Segmentation	255
LayerCAM: Exploring Hierarchical Class Activation Maps for Localization	239
Self-Supervised Deep Correlation Tracking	193
Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement	191
UIU-Net: U-Net in U-Net for Infrared Small Object Detection	181
Hierarchical Alternate Interaction Network for RGB-D Salient Object Detection	163
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images	160
Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification	160
GMNet: Graded-Feature Multilabel-Learning Network for RGB-Thermal Urban Scene Semantic Segmentation	149
Sparse Gradient Regularized Deep Retinex Network for Robust Low-Light Image Enhancement	147
RefineDNet: A Weakly Supervised Refinement Framework for Single Image Dehazing	147
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object Detection	143
On Data Augmentation for GAN Training	143
Uncertainty-Aware Blind Image Quality Assessment in the Laboratory and Wild	139
Underwater Image Enhancement With Hyper-Laplacian Reflectance Priors	135
End-to-End Learnt Image Compression via Non-Local Attention Optimization and Improved Context Modeling	134
UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content	133
Vision Transformers for Single Image Dehazing	126
Dense Nested Attention Network for Infrared Small Target Detection	125
Bilateral Attention Network for RGB-D Salient Object Detection	120
SAMNet: Stereoscopically Attentive Multi-Scale Network for Lightweight Salient Object Detection	117
A Supervised Segmentation Network for Hyperspectral Image Classification	117

AMP-Net: Denoising-Based Deep Unfolding for Compressive Image Sensing	116
Learning Guided Convolutional Network for Depth Completion	111
Stacked Deconvolutional Network for Semantic Segmentation	110
Spatial-Spectral Structured Sparse Low-Rank Representation for Hyperspectral Image Super-Resolution	108
Domain Adaptive Ensemble Learning	108
Twin Adversarial Contrastive Learning for Underwater Image Enhancement and Beyond	108
Learning Deep Global Multi-Scale and Local Attention Features for Facial Expression Recognition in the Wild	106
Learning Spatial Attention for Face Super-Resolution	105
Rethinking the Competition Between Detection and ReID in Multiobject Tracking	103
IDE: Image Dehazing and Exposure Using an Enhanced Atmospheric Scattering Model	103
Fast Parameter-Free Multi-View Subspace Clustering With Consensus Anchor Guidance	103
DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and Rainmaking	101
Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering	99
Multi-Interactive Dual-Decoder for RGB-Thermal Salient Object Detection	98
AP-CNN: Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification	97
DeepQTMT: A Deep Learning Approach for Fast QTMT-Based CU Partition of Intra-Mode VVC	95
Delving Deep Into Label Smoothing	93
Latent Correlation Representation Learning for Brain Tumor Segmentation With Missing MRI Modalities	93
CDNet: Complementary Depth Network for RGB-D Salient Object Detection	91
Model-Guided Deep Hyperspectral Image Super-Resolution	90
Dynamic Selection Network for Image Inpainting	89
MATR: Multimodal Medical Image Fusion via Multiscale Adaptive Transformer	88
TCGL: Temporal Contrastive Graph for Self-Supervised Video Representation Learning	87
Adaptive Context-Aware Multi-Modal Network for Depth Completion	85
Ratio-and-Scale-Aware YOLO for Pedestrian Detection	85
Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images	85
Rotation-Invariant Attention Network for Hyperspectral Image Classification	82
Single-Source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification	81
Adaptively Learning Facial Expression Representation via C-F Labels and Distillation	79
Structure-Aware Positional Transformer for Visible-Infrared Person Re-Identification	79
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification	78
HDR-GAN: HDR Image Reconstruction From Multi-Exposed LDR Images With Large Motions	78
Holistic LSTM for Pedestrian Trajectory Prediction	78
Light Field Image Super-Resolution Using Deformable Convolution	77
Reduced Reference Perceptual Quality Model With Application to Rate Control for Video-Based Point Cloud Compression	76
Pseudo-Supervised Deep Subspace Clustering	75
Jointly Modeling Motion and Appearance Cues for Robust RGB-T Tracking	74
DSNet: A Flexible Detect-to-Summarize Network for Video Summarization	73
A Global-Local Self-Adaptive Network for Drone-View Object Detection	72
Joint Local and Global Information Learning With Single Apex Frame Detection for Micro-Expression Recognition	72
Plant Disease Recognition: A Large-Scale Benchmark Dataset and a Visual Region and Loss Reweighting Approach	70
Depth-Quality-Aware Salient Object Detection	70
Exploring Rich and Efficient Spatial Temporal Interactions for Real-Time Video Salient Object Detection	69
Band Representation-Based Semi-Supervised Low-Light Image Enhancement: Bridging the Gap Between Signal Fidelity and Perceptual Quality	69
A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection	68
A Bilevel Integrated Model With Data-Driven Layer Ensemble for Multi-Modality Image Fusion	68
Bifurcated Backbone Strategy for RGB-D Salient Object Detection	68
Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification	67
MESNet: A Convolutional Neural Network for Spotting Multi-Scale Micro-Expression Intervals in Long Videos	67
PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis	67

Rain-Free and Residue Hand-in-Hand: A Progressive Coupled Network for Real-Time Image Deraining	66
Spatial Information Guided Convolution for Real-Time RGBD Semantic Segmentation	66
Light-DehazeNet: A Novel Lightweight CNN Architecture for Single Image Dehazing	65
COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing	65
EDN: Salient Object Detection via Extremely-Downsampled Network	64
DO-Conv: Depthwise Over-Parameterized Convolutional Layer	63
Deep K-SVD Denoising	63
Composited FishNet: Fish Detection and Species Recognition From Low-Quality Underwater Videos	63
RGBT Tracking via Multi-Adapter Network with Hierarchical Divergence Loss	62
Global-Feature Encoding U-Net (GEU-Net) for Multi-Focus Image Fusion	62
Localizing Anomalies From Weakly-Labeled Videos	61
A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds	61
Remote Sensing Scene Classification via Multi-Branch Local Attention Network	61
End-to-End Temporal Action Detection With Transformer	61
Deep Hierarchical Vision Transformer for Hyperspectral and LiDAR Data Classification	60
SFace: Sigmoid-Constrained Hypersphere Loss for Robust Face Recognition	60
Group-Wise Learning for Weakly Supervised Semantic Segmentation	60
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models	59
Contour-Aware Loss: Boundary-Aware Learning for Salient Object Segmentation	59
Image Quality Assessment Using Contrastive Learning	58
Self-Guided Image Dehazing Using Progressive Feature Fusion	58
Image Inpainting by End-to-End Cascaded Refinement With Mask Awareness	58
Data-Level Recombination and Lightweight Fusion Scheme for RGB-D Salient Object Detection	58
Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification	57
Deep SAR Imaging and Motion Compensation	57
A Lightweight Spatial and Temporal Multi-Feature Fusion Network for Defect Detection	57
Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition	57
Image Inpainting With Local and Global Refinement	57
Generative Partial Multi-View Clustering With Adaptive Fusion and Cycle Consistency	56
Iterative Robust Graph for Unsupervised Change Detection of Heterogeneous Remote Sensing Images	56
Feedback Graph Convolutional Network for Skeleton-Based Action Recognition	55
Person Re-Identification via Attention Pyramid	55
Complementary Pseudo Labels for Unsupervised Domain Adaptation On Person Re-Identification	55
CoANet: Connectivity Attention Network for Road Extraction From Satellite Imagery	54
Multi-Modal Remote Sensing Image Matching Considering Co-Occurrence Filter	54
CIR-Net: Cross-Modality Interaction and Refinement for RGB-D Salient Object Detection	54
Deep High-Resolution Representation Learning for Cross-Resolution Person Re-Identification	53
AAP-MIT: Attentive Atrous Pyramid Network and Memory Incorporated Transformer for Multisentence Video Description	53
End-to-End Light Field Spatial Super-Resolution Network Using Multiple Epipolar Geometry	53
Night-Time Scene Parsing With a Large Real Dataset	53
Learning Causal Temporal Relation and Feature Discrimination for Anomaly Detection	52
Blind Image Quality Assessment With Active Inference	52
High-Order Correlation Preserved Incomplete Multi-View Subspace Clustering	51
Different Input Resolutions and Arbitrary Output Resolution: A Meta Learning-Based Deep Framework for Infrared and Visible Image Fusion	51
Deep Dense Multi-Scale Network for Snow Removal Using Semantic and Depth Priors	50
Single Image Super-Resolution Quality Assessment: A Real-World Dataset, Subjective Studies, and an Objective Metric	50
Reversible Data Hiding Based on Dual Pairwise Prediction-Error Expansion	50
Video Moment Localization via Deep Cross-Modal Hashing	50
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning	49
A Deep Learning-Based Model That Reduces Speed of Sound Aberrations for Improved In Vivo Photoacoustic Imaging	49
X-Invariant Contrastive Augmentation and Representation Learning for Semi-Supervised Skeleton-Based Action Recognition	49
Semantics-Aware Adaptive Knowledge Distillation for Sensor-to-Vision Action Recognition	49
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets	49
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain	48
Multi-View Gait Image Generation for Cross-View Gait Recognition	48
Collaborative Refining for Person Re-Identification With Label Noise	48
SGUIE-Net: Semantic Attention Guided Underwater Image Enhancement With Multi-Scale Perception	48
LasHeR: A Large-Scale High-Diversity Benchmark for RGBT Tracking	48
PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling	48
Scalable Image Coding for Humans and Machines	47
Video Moment Retrieval With Cross-Modal Neural Architecture Search	47
Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution	47
Learning Discriminative Cross-Modality Features for RGB-D Saliency Detection	47
U-Shape Transformer for Underwater Image Enhancement	47
HRSiam: High-Resolution Siamese Network, Towards Space-Borne Satellite Video Tracking	47
Deep Retinex Network for Single Image Dehazing	47
Extendable Multiple Nodes Recurrent Tracking Framework With RTU++	47
Deep Spectral Representation Learning From Multi-View Data	47
A Pairwise Attentive Adversarial Spatiotemporal Network for Cross-Domain Few-Shot Action Recognition-R2	46
CBNet: A Composite Backbone Network Architecture for Object Detection	46
Image Defogging Quality Assessment: Real-World Database and Method	46
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal	46
3DCD: Scene Independent End-to-End Spatiotemporal Feature Learning Framework for Change Detection in Unseen Videos	46
Hierarchical Paired Channel Fusion Network for Street Scene Change Detection	45
Digital Image Noise Estimation Using DWT Coefficients	45
Cover-Lossless Robust Image Watermarking Against Geometric Deformations	45
Multi-Temporal Scene Classification and Scene Change Detection With Correlation Based Fusion	45
Shadow Removal by a Lightness-Guided Network With Training on Unpaired Data	45
KT-GAN: Knowledge-Transfer Generative Adversarial Network for Text-to-Image Synthesis	45
Learning Person Re-Identification Models From Videos With Weak Supervision	44

WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification	44
Salient Object Detection With Purificatory Mechanism and Structural Similarity Loss	44
Video Summarization Through Reinforcement Learning With a 3D Spatio-Temporal U-Net	44
Decoupled Two-Stage Crowd Counting and Beyond	44
Hierarchical Representation Network With Auxiliary Tasks for Video Captioning and Video Question Answering	44
Dynamic Selective Network for RGB-D Salient Object Detection	44
Re-Attention for Visual Question Answering	43
Incremental Generative Occlusion Adversarial Suppression Network for Person ReID	43
Local Semantic Enhanced ConvNet for Aerial Scene Recognition	43
TJU-DHD: A Diverse High-Resolution Dataset for Object Detection	43
Bi-Directional Exponential Angular Triplet Loss for RGB-Infrared Person Re-Identification	43
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition	43
Tensor Completion via Complementary Global, Local, and Nonlocal Priors	42
Asymmetric Supervised Consistent and Specific Hashing for Cross-Modal Retrieval	42
SPICE: Semantic Pseudo-Labeling for Image Clustering	42
A Study of Multi-Task and Region-Wise Deep Learning for Food Ingredient Recognition	42
Hypergraph Neural Network for Skeleton-Based Action Recognition	42
Triply Complementary Priors for Image Restoration	42
A Gated Recurrent Network With Dual Classification Assistance for Smoke Semantic Segmentation	42
Spectral Super-Resolution Network Guided by Intrinsic Properties of Hyperspectral Imagery	42
Affinity Space Adaptation for Semantic Segmentation Across Domains	42
Ellipse R-CNN: Learning to Infer Elliptical Object From Clustering and Occlusion	41
Attention-Based Multi-Source Domain Adaptation	41
Facial Expression Recognition Using Frequency Neural Network	41
Light Field Super-Resolution via Adaptive Feature Remixing	41
VCRNet: Visual Compensation Restoration Network for No-Reference Image Quality Assessment	41
Decomposition and Completion Network for Salient Object Detection	41
Double Similarity Distillation for Semantic Image Segmentation	41
Multi-Stage Feature Fusion Network for Video Super-Resolution	41
Multi-Sentence Auxiliary Adversarial Networks for Fine-Grained Text-to-Image Synthesis	40
ProxIQA: A Proxy Approach to Perceptual Optimization of Learned Image Compression	39
Revisiting Shadow Detection: A New Benchmark Dataset for Complex World	39
Speckle-Free SAR Image Ship Detection	39
Non-Local Robust Quaternion Matrix Completion for Large-Scale Color Image and Video Inpainting	39
Relation Graph Network for 3D Object Detection in Point Clouds	39
LSNet: Lightweight Spatial Boosting Network for Detecting Salient Objects in RGB-Thermal Images	39
Optimized Dual Fire Attention Network and Medium-Scale Fire Classification Benchmark	38
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification	38
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection	38
Single-Image Real-Time Rain Removal Based on Depth-Guided Non-Local Features	38
Interpreting and Improving Adversarial Robustness of Deep Neural Networks With Neuron Sensitivity	37
Learning to Anticipate Egocentric Actions by Imagination	37
Progressive Self-Guided Loss for Salient Object Detection	37
EnAET: A Self-Trained Framework for Semi-Supervised and Supervised Learning With Ensemble Transformations	37
IDRLP: Image Dehazing Using Region Line Prior	37
Interpretable Detail-Fidelity Attention Network for Single Image Super-Resolution	37
Spot-Adaptive Knowledge Distillation	36
Exploring the Effects of Blur and Deblurring to Visual Object Tracking	36
Robust Face Alignment by Multi-Order High-Precision Hourglass Network	36
Rotation Awareness Based Self-Supervised Learning for SAR Target Recognition With Limited Training Samples	36
Harmonic Feature Activation for Few-Shot Semantic Segmentation	36
Fast Multi-View Clustering via Nonnegative and Orthogonal Factorization	36
AutoPedestrian: An Automatic Data Augmentation and Loss Function Search Scheme for Pedestrian Detection	36
Low-Rank High-Order Tensor Completion With Applications in Visual Data	36
Recovering Surface Normal and Arbitrary Images: A Dual Regression Network for Photometric Stereo	36
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction	36
Training Robust Deep Neural Networks via Adversarial Noise Propagation	35
Efficient Center Voting for Object Detection and 6D Pose Estimation in 3D Point Cloud	35
Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms	35
Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion	35
Cross-Layer Feature Pyramid Network for Salient Object Detection	35
Cooperated Spectral Low-Rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising	35
Multi-Stream Attention-Aware Graph Convolution Network for Video Salient Object Detection	35
Personal Fixations-Based Object Segmentation With Object Localization and Boundary Preservation	34
Multi-Scale Single Image Dehazing Using Laplacian and Gaussian Pyramids	34
Hierarchical Attention Learning of Scene Flow in 3D Point Clouds	34
Feature Aggregation and Propagation Network for Camouflaged Object Detection	34
Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images	33
SST: Spatial and Semantic Transformers for Multi-Label Image Recognition	33
Interpretable Multi-Modal Image Registration Network Based on Disentangled Convolutional Sparse Coding	33
Progressive Transfer Learning for Face Anti-Spoofing	33
Structural Knowledge Distillation for Efficient Skeleton-Based Action Recognition	33
Hyperspectral Image Classification With Multi-Attention Transformer and Adaptive Superpixel Segmentation-Based Active Learning	33
Multi-Domain Adversarial Feature Generalization for Person Re-Identification	33
VolumeNet: A Lightweight Parallel Network for Super-Resolution of MR and CT Volumetric Data	33
Target Detection With Unconstrained Linear Mixture Model and Hierarchical Denoising Autoencoder in Hyperspectral Imagery	33
Weakly-Supervised Salient Object Detection With Saliency Bounding Boxes	33
Feature Map Distillation of Thin Nets for Low-Resolution Object Recognition	32
CameraNet: A Two-Stage Framework for Effective Camera ISP Learning	32
Refined One-Stage Oriented Object Detection Method for Remote Sensing Images	32
Long Short-Term Relation Transformer With Global Gating for Video Captioning	32
Fine-Grained 3D Shape Classification With Hierarchical Part-View Attention	32
Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform	32
SRGAT: Single Image Super-Resolution With Graph Attention Network	32
M⁵L: Multi-Modal Multi-Margin Metric Learning for RGBT Tracking	32
WINNet: Wavelet-Inspired Invertible Network for Image Denoising	32
Embedding Perspective Analysis Into Multi-Column Convolutional Neural Network for Crowd Counting	32
Local Correspondence Network for Weakly Supervised Temporal Sentence Grounding	31
Semantics-Aware Spatial-Temporal Binaries for Cross-Modal Video Retrieval	31
Attentive WaveBlock: Complementarity-Enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-Identification and Beyond	31
PWD-3DNet: A Deep Learning-Based Fully-Automated Segmentation of Multiple Structures on Temporal Bone CT Scans	31
Homogeneous-to-Heterogeneous: Unsupervised Learning for RGB-Infrared Person Re-Identification	31
Improved Multiple-Image-Based Reflection Removal Algorithm Using Deep Neural Networks	31
Hier R-CNN: Instance-Level Human Parts Detection and A New Benchmark	31
Spectral-Spatial Latent Reconstruction for Open-Set Hyperspectral Image Classification	31