OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Image Processing is 69. 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
Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification	160
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images	160
GMNet: Graded-Feature Multilabel-Learning Network for RGB-Thermal Urban Scene Semantic Segmentation	149
RefineDNet: A Weakly Supervised Refinement Framework for Single Image Dehazing	147
Sparse Gradient Regularized Deep Retinex Network for Robust Low-Light Image Enhancement	147
On Data Augmentation for GAN Training	143
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object Detection	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
Domain Adaptive Ensemble Learning	108
Twin Adversarial Contrastive Learning for Underwater Image Enhancement and Beyond	108
Spatial-Spectral Structured Sparse Low-Rank Representation for Hyperspectral Image Super-Resolution	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
IDE: Image Dehazing and Exposure Using an Enhanced Atmospheric Scattering Model	103
Fast Parameter-Free Multi-View Subspace Clustering With Consensus Anchor Guidance	103
Rethinking the Competition Between Detection and ReID in Multiobject Tracking	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
Latent Correlation Representation Learning for Brain Tumor Segmentation With Missing MRI Modalities	93
Delving Deep Into Label Smoothing	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
Unsupervised Deep Image Stitching: Reconstructing Stitched Features to Images	85
Adaptive Context-Aware Multi-Modal Network for Depth Completion	85
Ratio-and-Scale-Aware YOLO for Pedestrian Detection	85
Rotation-Invariant Attention Network for Hyperspectral Image Classification	82
Single-Source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification	81
Structure-Aware Positional Transformer for Visible-Infrared Person Re-Identification	79
Adaptively Learning Facial Expression Representation via C-F Labels and Distillation	79
HDR-GAN: HDR Image Reconstruction From Multi-Exposed LDR Images With Large Motions	78
Holistic LSTM for Pedestrian Trajectory Prediction	78
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification	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
Joint Local and Global Information Learning With Single Apex Frame Detection for Micro-Expression Recognition	72
A Global-Local Self-Adaptive Network for Drone-View Object Detection	72
Depth-Quality-Aware Salient Object Detection	70
Plant Disease Recognition: A Large-Scale Benchmark Dataset and a Visual Region and Loss Reweighting Approach	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