International Journal of Multimedia Information Retrieval

Papers
(The TQCC of International Journal of Multimedia Information Retrieval is 8. 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 2021-08-01 to 2025-08-01.)
ArticleCitations
Editorial: web of science and scopus impact in IJMIR397
Towards a high robust neural network via feature matching104
Recent trends in recommender systems: a survey55
Video anomaly detection with memory-guided multilevel embedding47
VERITE: a Robust benchmark for multimodal misinformation detection accounting for unimodal bias46
Generative adversarial networks and its applications in the biomedical image segmentation: a comprehensive survey36
Strengthening attention: knowledge distillation via cross-layer feature fusion for image classification29
DELIGHT-Net: DEep and LIGHTweight network to segment Indian text at word level from wild scenic images26
Enhanced YOLOv10 for small object detection with context-aware and adaptive modules23
VPC-VoxelNet: multi-modal fusion 3D object detection networks based on virtual point clouds23
A local representation-enhanced recurrent convolutional network for image captioning20
Prototype local–global alignment network for image–text retrieval19
Early-stopped learning for action prediction in videos18
MMDL: a multi-modal deep learning for video highlight detection in sports16
Similarity-based face image retrieval using sparsely embedded deep features and binary code learning15
DC-GNN: drop channel graph neural network for object classification and part segmentation in the point cloud15
CAMIR: fine-tuning CLIP and multi-head cross-attention mechanism for multimodal image retrieval with sketch and text features15
Visual and semantic ensemble for scene text recognition with gated dual mutual attention14
FiCo-ITR: bridging fine-grained and coarse-grained image-text retrieval for comparative performance analysis13
How can users’ comments posted on social media videos be a source of effective tags?13
Human behavior recognition based on DualBiNet model13
Multimodal music datasets? Challenges and future goals in music processing12
An emotion-driven, transformer-based network for multimodal fake news detection11
Semantic-enhanced discriminative embedding learning for cross-modal retrieval11
Few2Decide: towards a robust model via using few neuron connections to decide11
State of art and emerging trends on group recommender system: a comprehensive review10
MFAFD: a few-shot learning method for cascading models with parameter free attention and finite discrete space10
Image enhancement with bi-directional normalization and color attention-guided generative adversarial networks10
Cross-domain image retrieval: methods and applications10
Organ segmentation from computed tomography images using the 3D convolutional neural network: a systematic review10
Multi-view learning for camouflaged object detection with PVTv210
DAF-Net: dense attention feature pyramid network for multiscale object detection10
Generative adversarial networks for 2D-based CNN pose-invariant face recognition10
Human action recognition using an optical flow-gated recurrent neural network10
Concept-based and embedding-based models in lifelog retrieval: an empirical comparison of performance9
InceptionDepth-wiseYOLOv2: improved implementation of YOLO framework for pedestrian detection9
Multi-sensor human activity recognition using CNN and GRU9
Study of Alzheimer’s disease brain impairment and methods for its early diagnosis: a comprehensive survey8
A voting-based novel spatio-temporal fusion framework for video saliency using transfer learning mechanism8
FOF: a fine-grained object detection and feature extraction end-to-end network8
Optical music recognition for homophonic scores with neural networks and synthetic music generation8
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