OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Multimedia Information Retrieval is 5. 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
A review on deep learning in medical image analysis	240
Anomaly detection using edge computing in video surveillance system: review	65
Design ensemble deep learning model for pneumonia disease classification	44
Interactive video retrieval evaluation at a distance: comparing sixteen interactive video search systems in a remote setting at the 10th Video Browser Showdown	39
Generative adversarial networks and its applications in the biomedical image segmentation: a comprehensive survey	36
Music similarity measurement and recommendation system using convolutional neural networks	33
Contrastive self-supervised learning: review, progress, challenges and future research directions	26
A study of classification and feature extraction techniques for brain tumor detection	23
Optimized MobileNet + SSD: a real-time pedestrian detection on a low-end edge device	19
Multi-sensor human activity recognition using CNN and GRU	17
Text detection, recognition, and script identification in natural scene images: a Review	17
Multimodal Quasi-AutoRegression: forecasting the visual popularity of new fashion products	13
A literature review and perspectives in deepfakes: generation, detection, and applications	13
Music emotion recognition based on segment-level two-stage learning	11
AMS-CNN: Attentive multi-stream CNN for video-based crowd counting	11
An automatic approach of audio feature engineering for the extraction, analysis and selection of descriptors	10
Cross-domain image retrieval: methods and applications	9
Multimodal news analytics using measures of cross-modal entity and context consistency	9
Cluster-based quotas for fairness improvements in music recommendation systems	9
Siamese coding network and pair similarity prediction for near-duplicate image detection	8
Content-based image retrieval using Group Normalized-Inception-Darknet-53	8
InceptionDepth-wiseYOLOv2: improved implementation of YOLO framework for pedestrian detection	8
A novel method for video shot boundary detection using CNN-LSTM approach	8
Human pose estimation using deep learning: review, methodologies, progress and future research directions	8
PDS-Net: A novel point and depth-wise separable convolution for real-time object detection	8

Reinforcement learning applied to machine vision: state of the art	8
Different techniques for Alzheimer’s disease classification using brain images: a study	7
Gender classification from face images using central difference convolutional networks	7
Organ segmentation from computed tomography images using the 3D convolutional neural network: a systematic review	7
Caption TLSTMs: combining transformer with LSTMs for image captioning	7
FCT: fusing CNN and transformer for scene classification	7
A comprehensive survey of multimodal fake news detection techniques: advances, challenges, and opportunities	7
CLIP-based fusion-modal reconstructing hashing for large-scale unsupervised cross-modal retrieval	6
Few-shot and meta-learning methods for image understanding: a survey	6
Deep learning for video-text retrieval: a review	5
An improved customized CNN model for adaptive recognition of cerebral palsy people’s handwritten digits in assessment	5
Alleviating the cold-start playlist continuation in music recommendation using latent semantic indexing	5
Multi-class imbalanced image classification using conditioned GANs	5
Sentiment analysis using deep learning techniques: a comprehensive review	5
Optical music recognition for homophonic scores with neural networks and synthetic music generation	5
Your heart rate betrays you: multimodal learning with spatio-temporal fusion networks for micro-expression recognition	5