OOIR: Observatory of International Research

Papers

(The H4-Index of Multimedia Systems is 25. 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 2021-06-01 to 2025-06-01.)

Article	Citations
LMFE-RDD: a road damage detector with a lightweight multi-feature extraction network	96
Unsupervised deep metric learning algorithm for crop disease images based on knowledge distillation networks	81
360° video quality assessment based on saliency-guided viewport extraction	81
A research for sound event localization and detection based on local–global adaptive fusion and temporal importance network	79
Pseudo-global strategy-based visual comfort assessment considering attention mechanism	79
A visual question answering model based on image captioning	76
SS-CMT: a label independent cross-modal transferable adversarial video attack with sparse strategy	61
Correction: STASiamRPN: visual tracking based on spatiotemporal and attention	54
CAPNet: tomato leaf disease detection network based on adaptive feature fusion and convolutional enhancement	53
Automatic lymph node segmentation using deep parallel squeeze & excitation and attention Unet	51
Towards domain adaptation underwater image enhancement and restoration	48
User authentication method based on keystroke dynamics and mouse dynamics using HDA	42
Deep Learning-based forgery detection and localization for compressed images using a hybrid optimization model	42
Recent advancement in haze removal approaches	41
SFRA: spatial fusion regression augmentation network for facial landmark detection	40
Segmentation-aware image super-resolution with generative adversarial networks	39
A comparative study of color quantization methods using various image quality assessment indices	39
Multi-level sentiment-aware clustering for denoising in multimodal sentiment analysis with ASR errors	37
Dual-branch spectral–spatial feature extraction network for multispectral image compression	36
SEMNet: a simple and efficient MLP-based network for 3D Face point clouds landmarks localization	36
Multi-view Isolated sign language recognition based on cross-view and multi-level transformer	34
Dual convolutional neural network with attention for image blind denoising	33
Feature fusion and optimization integrated refined deep residual network for diabetic retinopathy severity classification using fundus image	32
Generalizing sentence-level lipreading to unseen speakers: a two-stream end-to-end approach	30
The segmented UEC Food-100 dataset with benchmark experiment on food detection	25

Improving text-image cross-modal retrieval with contrastive loss	25
Point cloud inpainting with normal-based feature matching	25