OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Image Processing is 84. 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 2020-11-01 to 2024-11-01.)

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
SAMNet: Stereoscopically Attentive Multi-Scale Network for Lightweight Salient Object Detection	140
Learning Guided Convolutional Network for Depth Completion	140
Domain Adaptive Ensemble Learning	139
MATR: Multimodal Medical Image Fusion via Multiscale Adaptive Transformer	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
IDE: Image Dehazing and Exposure Using an Enhanced Atmospheric Scattering Model	126
Delving Deep Into Label Smoothing	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
CDNet: Complementary Depth Network for RGB-D Salient Object Detection	111
End-to-End Temporal Action Detection With Transformer	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
A Global-Local Self-Adaptive Network for Drone-View Object Detection	101
EDN: Salient Object Detection via Extremely-Downsampled Network	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
DSNet: A Flexible Detect-to-Summarize Network for Video Summarization	97
Image Quality Assessment Using Contrastive Learning	97
Ratio-and-Scale-Aware YOLO for Pedestrian Detection	95
Light Field Image Super-Resolution Using Deformable Convolution	93
Holistic LSTM for Pedestrian Trajectory Prediction	93
Pseudo-Supervised Deep Subspace Clustering	92
Plant Disease Recognition: A Large-Scale Benchmark Dataset and a Visual Region and Loss Reweighting Approach	91
Deep Hierarchical Vision Transformer for Hyperspectral and LiDAR Data Classification	91
Light-DehazeNet: A Novel Lightweight CNN Architecture for Single Image Dehazing	89
Spatial Information Guided Convolution for Real-Time RGBD Semantic Segmentation	89
Bifurcated Backbone Strategy for RGB-D Salient Object Detection	88
A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection	88
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
DO-Conv: Depthwise Over-Parameterized Convolutional Layer	87
SGUIE-Net: Semantic Attention Guided Underwater Image Enhancement With Multi-Scale Perception	87
Self-Guided Image Dehazing Using Progressive Feature Fusion	87
LasHeR: A Large-Scale High-Diversity Benchmark for RGBT Tracking	86
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
A Bilevel Integrated Model With Data-Driven Layer Ensemble for Multi-Modality Image Fusion	84