OOIR: Observatory of International Research

Papers

(The H4-Index of Image and Vision Computing is 28. 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 2020-05-01 to 2024-05-01.)

Article	Citations
Recent advances in small object detection based on deep learning: A review	282
Weighted boxes fusion: Ensembling boxes from different object detection models	223
Deep learning-based object detection in low-altitude UAV datasets: A survey	146
A comprehensive review on deep learning-based methods for video anomaly detection	124
Application of the best evacuation model of deep learning in the design of public structures	114
IoU-aware single-stage object detector for accurate localization	104
A framework of human action recognition using length control features fusion and weighted entropy-variances based feature selection	100
FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in public	98
Deep multimodal fusion for semantic image segmentation: A survey	94
Intelligent video anomaly detection and classification using faster RCNN with deep reinforcement learning model	80
A review on 2D instance segmentation based on deep neural networks	67
Anomaly detection in surveillance video based on bidirectional prediction	59
Deep learning-based detection from the perspective of small or tiny objects: A survey	59
ReMOT: A model-agnostic refinement for multiple object tracking	53
Deep learning-based person re-identification methods: A survey and outlook of recent works	51
Cross-resolution learning for Face Recognition	46
A review of deep learning techniques for 2D and 3D human pose estimation	42
Intelligent detection of building cracks based on deep learning	41
Visual question answering model based on graph neural network and contextual attention	39
Intelligent deep learning based ethnicity recognition and classification using facial images	38
Motion saliency based multi-stream multiplier ResNets for action recognition	37
Person search: New paradigm of person re-identification: A survey and outlook of recent works	36
A Survey on Object Detection for the Internet of Multimedia Things (IoMT) using Deep Learning and Event-based Middleware: Approaches, Challenges, and Future Directions	36
Exploring region relationships implicitly: Image captioning with visual relationship attention	33
Optimization of face recognition algorithm based on deep learning multi feature fusion driven by big data	32

LSTM with bio inspired algorithm for action recognition in sports videos	31
An improved YOLOv5 method for large objects detection with multi-scale feature cross-layer fusion network	31
Iris and periocular biometrics for head mounted displays: Segmentation, recognition, and synthetic data generation	29