OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Multimedia Information Retrieval 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 2021-05-01 to 2025-05-01.)

Article	Citations
Editorial: web of science and scopus impact in IJMIR	348
Towards a high robust neural network via feature matching	90
Recent trends in recommender systems: a survey	47
VERITE: a Robust benchmark for multimodal misinformation detection accounting for unimodal bias	47
Video anomaly detection with memory-guided multilevel embedding	38
Generative adversarial networks and its applications in the biomedical image segmentation: a comprehensive survey	29
Strengthening attention: knowledge distillation via cross-layer feature fusion for image classification	26
DELIGHT-Net: DEep and LIGHTweight network to segment Indian text at word level from wild scenic images	22
VPC-VoxelNet: multi-modal fusion 3D object detection networks based on virtual point clouds	22
A local representation-enhanced recurrent convolutional network for image captioning	20
Prototype local–global alignment network for image–text retrieval	17
MMDL: a multi-modal deep learning for video highlight detection in sports	15
Early-stopped learning for action prediction in videos	15
DC-GNN: drop channel graph neural network for object classification and part segmentation in the point cloud	15
Similarity-based face image retrieval using sparsely embedded deep features and binary code learning	15
CAMIR: fine-tuning CLIP and multi-head cross-attention mechanism for multimodal image retrieval with sketch and text features	14
Visual and semantic ensemble for scene text recognition with gated dual mutual attention	13
How can users’ comments posted on social media videos be a source of effective tags?	12
Multimodal music datasets? Challenges and future goals in music processing	12
Semantic-enhanced discriminative embedding learning for cross-modal retrieval	11
An emotion-driven, transformer-based network for multimodal fake news detection	10
Few2Decide: towards a robust model via using few neuron connections to decide	10
DAF-Net: dense attention feature pyramid network for multiscale object detection	10
Generative adversarial networks for 2D-based CNN pose-invariant face recognition	10
MFAFD: a few-shot learning method for cascading models with parameter free attention and finite discrete space	9

Cross-domain image retrieval: methods and applications	9
Human action recognition using an optical flow-gated recurrent neural network	9
State of art and emerging trends on group recommender system: a comprehensive review	9
FOF: a fine-grained object detection and feature extraction end-to-end network	8
InceptionDepth-wiseYOLOv2: improved implementation of YOLO framework for pedestrian detection	8
Organ segmentation from computed tomography images using the 3D convolutional neural network: a systematic review	8
Multi-sensor human activity recognition using CNN and GRU	8
Image enhancement with bi-directional normalization and color attention-guided generative adversarial networks	8
Concept-based and embedding-based models in lifelog retrieval: an empirical comparison of performance	8
Multi-view learning for camouflaged object detection with PVTv2	8
Optical music recognition for homophonic scores with neural networks and synthetic music generation	7
A voting-based novel spatio-temporal fusion framework for video saliency using transfer learning mechanism	7
An interactive attribute-preserving fashion recommendation with 3D image-based virtual try-on	7
Study of Alzheimer’s disease brain impairment and methods for its early diagnosis: a comprehensive survey	7
Correction to: Different techniques for Alzheimer’s disease classification using brain images: a study	7