Multimedia Systems

Article	Citations
Correction: Parentheses insertion based sentence-level text adversarial attack	144
Personalized decision-making for agents in face-to-face interaction in virtual reality	94
High-resolution network-based multi-feature fusion for generalized forgery detection	87
SS-YOLOv8: small-size object detection algorithm based on improved YOLOv8 for UAV imagery	82
Spatial-temporal transformer network for protecting person-of-interest from deepfaking	76
SEMNet: a simple and efficient MLP-based network for 3D Face point clouds landmarks localization	75
Multi-scale attention and loss penalty mechanism for multi-view clustering	75
Constraint embedding for prompt tuning in vision-language pre-trained model	72
Binary classification for imbalanced data using data conformity mechanism	70
Image channel and spatial information integrated method for fall detection	69
An efficient federated learning method based on enhanced classification-GAN for medical image classification	55
RG-YOLO: multi-scale feature learning for underwater target detection	51
SR-DAYOLOv8: cross-domain adaptive object detection based on super-resolution domain classifier	45
ENet: event based highlight generation network for broadcast sports videos	45
More accurate heatmap generation method for human pose estimation	43
A multi-scale channel attention network with federated learning for magnetic resonance image super-resolution	38
A cross-texture haptic model based on tactile feature fusion	38
Multi-level pyramid fusion for efficient stereo matching	38
Social bot detection on Twitter: robustness evaluation and improvement	36
Propagating prior information with transformer for robust visual object tracking	35
Adaptive B-spline curve fitting with minimal control points using an improved sparrow search algorithm for geometric modeling of aero-engine blades	34
Physical-prior-guided single image dehazing network via unpaired contrastive learning	33
MSADRCN: meta-learning based joint super-resolution fusion of infrared and visible images	32
Unsupervised deep metric learning algorithm for crop disease images based on knowledge distillation networks	29
TEST-Net: transformer-enhanced Spatio-temporal network for infectious disease prediction	28

Mutual-weighted feature disentanglement for unsupervised domain adaptation	28
Quality assessment of identity inpainting based on multidimensional discrimination	27
Implicit neural representation steganography by neuron pruning	27
Exploring multi-dimensional interests for session-based recommendation	26
Channel modulus normalization for CNN image classification	26
Exploring the impact of volumetric graphics on the engagement of broadcast media professionals	24
A research for sound event localization and detection based on local–global adaptive fusion and temporal importance network	23
Online spatio-temporal action detection with adaptive sampling and hierarchical modulation	23
Irregular feature enhancer for low-dose CT denoising	21
CAFIN: cross-attention based face image repair network	21
LLR-MVSNet: a lightweight network for low-texture scene reconstruction	21
Pseudo-global strategy-based visual comfort assessment considering attention mechanism	20
Model-based portrait video compression with spatial constraint and adaptive pose processing	20
ParallelNet: multiple backbone network for detection tasks on thigh bone fracture	20
Camouflage design, assessment and breaking techniques: a survey	19
A framework of generative adversarial networks with novel loss for JPEG restoration and anti-forensics	19
Correction to: Deep reconstruction of 1D ISOMAP representations	18
Audio steganography with less modification to the optimal matching CNV-QIM path with the minimal hamming distance expected value to a secret	18
Modeling large-scale live video streaming client behavior	17
Watermarking techniques for three-dimensional (3D) mesh models: a survey	17
3D human pose estimation with multi-scale graph convolution and hierarchical body pooling	17
Structural smoothness low-rank matrix recovery via outlier estimation for image denoising	17
Objective image fusion evaluation method for target recognition based on target quality factor	16
Spatial–temporal correlations learning and action-background jointed attention for weakly-supervised temporal action localization	16
Point cloud denoising algorithm with geometric feature preserving	16
A novel image encryption cryptosystem based on true random numbers and chaotic systems	16
Multi-scale feature balance enhancement network for pedestrian detection	16
A novel SPLIT-SIM approach for efficient image retrieval	16
Code generation from a graphical user interface via attention-based encoder–decoder model	16
Point cloud inpainting with normal-based feature matching	16
Local feature fusion and SRC-based decision fusion for ear recognition	16
Improving text-image cross-modal retrieval with contrastive loss	15
Robust 3D face modeling and tracking from RGB-D images	15
Towards a multimodal human activity dataset for healthcare	15
BCMask: a finer leaf instance segmentation with bilayer convolution mask	14
Rescue decision via Earthquake Disaster Knowledge Graph reasoning	14
An improved contrast enhancement for dark images with non-uniform illumination based on edge preservation	14
Correction: STASiamRPN: visual tracking based on spatiotemporal and attention	14
Hierarchical cross-modal contextual attention network for visual grounding	13
A review of micro-expression spotting: methods and challenges	13
View-target relation-guided unsupervised 2D image-based 3D model retrieval via transformer	13
SMPC: boosting social media popularity prediction with caption	13
Image-text matching using multi-subspace joint representation	13
Micro-expression spotting network based on attention and one-dimensional convolutional sliding window	13
Cascaded deep residual learning network for single image dehazing	13
A social-aware video sharing solution using demand prediction of epidemic-based propagation in wireless networks	13
BENet: bi-directional enhanced network for image captioning	12
Dual-branch spectral–spatial feature extraction network for multispectral image compression	12
Generalizing sentence-level lipreading to unseen speakers: a two-stream end-to-end approach	12
Assessing the adoption of the Yavuz Battleship application in the mixed reality environment using the technology acceptance model	12

Improving the application performance of Loki via algorithm optimization	12
GHCL: Gaussian heuristic curriculum learning for Brain CT report generation	12
Spatial attention-guided deformable fusion network for salient object detection	12
Facial expression intensity estimation using label-distribution-learning-enhanced ordinal regression	12
VMSG: a video caption network based on multimodal semantic grouping and semantic attention	12
DSTC-Net: differential spatio-temporal correlation network for similar action recognition	11
Virtual human pose estimation in a fire education system for children with autism spectrum disorders	11
Personalized time-sync comment generation based on a multimodal transformer	11
G-UNeXt: a lightweight MLP-based network for reducing semantic gap in medical image segmentation	11
360° video quality assessment based on saliency-guided viewport extraction	11
A comparative study of color quantization methods using various image quality assessment indices	11
An adaptive Bagging algorithm based on lightweight transformer for multi-class imbalance recognition	10
SMA-GCN: a fall detection method based on spatio-temporal relationship	10
Lite general network and MagFace CNN for micro-expression spotting in long videos	10
The segmented UEC Food-100 dataset with benchmark experiment on food detection	10
Multiscale geometric window transformer for orthodontic teeth point cloud registration	10
Image captioning for cultural artworks: a case study on ceramics	10
Layer-wise enhanced transformer with multi-modal fusion for image caption	10
An overview of deep learning techniques for COVID-19 detection: methods, challenges, and future works	10
A lightweight algorithm for pedestrian detection in overhead images	9
An efficient black widow optimization-based faster R-CNN for classification of COVID-19 from CT images	9
Synchronous composition and semantic line detection based on cross-attention	9
Recent advancements of deep learning in detecting breast cancer: a survey	9
Auto ROI & mask R-CNN model for QR code beautification (ARM-QR)	9
GVA: guided visual attention approach for automatic image caption generation	9
A cross-view geo-localization method guided by relation-aware global attention	9
Full reference image quality assessment based on dual-space multi-feature fusion	9
Dual graph-structured semantics multi-subspace learning for cross-modal retrieval	9
Real emotion seeker: recalibrating annotation for facial expression recognition	9
PS-YOLO: a small object detector based on efficient convolution and multi-scale feature fusion	9
Deep Learning-based forgery detection and localization for compressed images using a hybrid optimization model	9
Real-walk modelling: deep learning model for user mobility in virtual reality	9
Wacml: based on graph neural network for imbalanced node classification algorithm	9
An object detection-based few-shot learning approach for multimedia quality assessment	8
Multimodal heterogeneous graph convolutional network for image recommendation	8
Multi-object tracking with scale-aware transformer and enhanced association strategy	8
Multi-level sentiment-aware clustering for denoising in multimodal sentiment analysis with ASR errors	8
FedFV: federated face verification via equivalent class embeddings	8
Kronecker-factored Approximate Curvature with adaptive learning rate for optimizing model-agnostic meta-learning	8
Deepphysio: detecting deepFake with non-personalized feature of physiological signal	8
Domain-adaptive person re-identification via domain alignment and mutual pseudo-label refinement	8
IOPCNet: inner and outer point classification based low overlap rate local-to-global point cloud registration	8
A defensive attention mechanism to detect deepfake content across multiple modalities	8
Optimize brain tumor multiclass classification with manta ray foraging and improved residual block techniques	8
Frequency disentangled residual network	8
Inception-like Large Kernel network for lightweight image super-resolution	8
Multi-object tracking based on graph neural networks	8
Authenticable medical image-sharing scheme based on embedded small shadow QR code and blockchain framework	8
Segmentation-aware image super-resolution with generative adversarial networks	8
LCFormer: linear complexity transformer for efficient image super-resolution	7
Global adaptive histogram feature network for automatic segmentation of infection regions in CT images	7
Motion synthesis via distilled absorbing discrete diffusion model	7
DPNet: a dual-attention patching network for breast tumor segmentation in an ultrasound image	7
Electric vehicle routing optimization under 3D electric energy modeling	7
Gated feature aggregate and alignment network for real-time semantic segmentation of street scenes	7
Automatic lymph node segmentation using deep parallel squeeze & excitation and attention Unet	7
TFEN: a two-dimensional feature extraction network for single image super-resolution	7
LET-Net: locally enhanced transformer network for medical image segmentation	7
SenseMLP: a parallel MLP architecture for sensor-based human activity recognition	7
SS-CMT: a label independent cross-modal transferable adversarial video attack with sparse strategy	7
A visual question answering model based on image captioning	7
Map modeling for full body gesture using flex sensor and machine learning algorithms	6
Generalizing to unseen domains via PatchMix	6
TrafficTrack: rethinking the motion and appearance cue for multi-vehicle tracking in traffic monitoring	6
An insight into topological, machine and Deep Learning-based approaches for influential node identification in social media networks: a systematic review	6
Composite makeup transfer model based on generative adversarial networks	6
A gated multi-hierarchical feature fusion network for recognizing steel plate surface defects	6
Adaptafood: an intelligent system to adapt recipes to specialised diets and healthy lifestyles	6
ATMKD: adaptive temperature guided multi-teacher knowledge distillation	6
ITrans: generative image inpainting with transformers	6
Towards domain adaptation underwater image enhancement and restoration	6
A feature pyramid network with adaptive fusion strategy and enhanced semantic information	6
SFRA: spatial fusion regression augmentation network for facial landmark detection	6
SA-MDRAD: sample-adaptive multi-teacher dynamic rectification adversarial distillation	6
Development of outdoor swimmers detection system with small object detection method based on deep learning	6
Unsupervised single image dehazing with generative adversarial network	6
An entropy-weighted local intensity clustering-based model for segmenting intensity inhomogeneous images	6
LMFE-RDD: a road damage detector with a lightweight multi-feature extraction network	6
Role of deep learning models and analytics in industrial multimedia environment	6
Correction to: Cellular automata-based CMF detection under single and multiple post-processing attacks	6

Image and audio caps: automated captioning of background sounds and images using deep learning	6
Medical image encryption and compression by adaptive sigma filterized synorr certificateless signcryptive Levenshtein entropy-coding-based deep neural learning	6
FSformer: fusing frequency and spatial domain transformer network for underwater image enhancement	6
Recent advancement in haze removal approaches	6
Sat-DehazeGAN: an efficient dehazing model in water-sky background for river-sea transport	5
RGB-Net: transformer-based lightweight low-light image enhancement network via RGB channel separation	5
RCENet: an efficient pose estimation network based on regression correction	5
Underwater small and occlusion object detection with feature fusion and global context decoupling head-based YOLO	5
Dual-branch aggregation and edge refinement network for few shot semantic segmentation	5
Dual convolutional neural network with attention for image blind denoising	5
Hierarchical multiples self-attention mechanism for multi-modal analysis	5
A content-style control network with style contrastive learning for underwater image enhancement	5
A strong benchmark for yoga action recognition based on lightweight pose estimation model	5
MSCA-Sp R-CNN: a segmentation algorithm for pneumonia small lesions integrating multi-scale channel attention and sub-pixel upsampling	5
Video and image quality enhancement using an enhanced lower bound on transmission map dehazing technique	5
Personalized music recommendation algorithm based on machine learning	5
Feature fusion and optimization integrated refined deep residual network for diabetic retinopathy severity classification using fundus image	5
A two-stage attention augmented fully convolutional network-based dynamic video summarization	5
Image compression with learned lifting-based DWT and learned tree-based entropy models	5
Exploring granularity-associated invariance features for text-to-image person re-identification	5
GameScript: a simplified scripting language for video game development	5
Food nutrition estimation with RGB-D fusion module and bidirectional feature pyramid network	5
Dental radiology: a convolutional neural network-based approach to detect dental disorders from dental images in a real-time environment	5
User authentication method based on keystroke dynamics and mouse dynamics using HDA	5
An explainable stacked ensemble of deep learning models for improved melanoma skin cancer detection	5
A review of computer vision-based approaches for physical rehabilitation and assessment	5
Special issue on low complexity methods for multimedia security	5
HDR-DANet: single HDR image reconstruction via dual attention	5
Generative adversarial defense via conditional diffusion model	5
Combating multimodal fake news on social media: methods, datasets, and future perspective	4
An olfactory display for virtual reality glasses	4
Low-parameter GAN inversion framework based on hypernetwork	4
Multi-cue multi-hypothesis tracking with re-identification for multi-object tracking	4
Prediction model using SMOTE, genetic algorithm and decision tree (PMSGD) for classification of diabetes mellitus	4
CaDaCa: a new caching strategy in NDN using data categorization	4
Blind quality evaluator for multi-exposure fusion image via joint sparse features and complex-wavelet statistical characteristics	4
Model-based person identification in multi-gait scenario using hybrid classifier	4
Research on multi-context aware recommendation methods based on tensor factorization	4
Deep learning in multimedia healthcare applications: a review	4
Visual transductive learning via iterative label correction	4
An effective retrieval model for home textile images based on deep feature extraction	4
Research on passengers behavior recognition method in public transport vehicles based on efficient 3D CNN	4
Exploring coherence from heterogeneous representations for OCR image captioning	4
A two-stage forgery detection and localization framework based on feature classification and similarity metric	4
Context-aware and ethics-first crowd mobility portraits over massive smart card data	4
Overcoming the practical restrictions in H.266/VVC-based video communication systems by a PI bit rate controller	4
Special issue on deep learning methods for cyberbullying detection in multimodal social data	4
Segmentation and recognition of filed sweet pepper based on improved self-attention convolutional neural networks	4
Unbiased feature enhancement framework for cross-modality person re-identification	4
Fusion of AI techniques to tackle COVID-19 pandemic: models, incidence rates, and future trends	4
BCRA: bidirectional cross-modal implicit relation reasoning and aligning for text-to-image person retrieval	4
KN-VLM: KNowledge-guided Vision-and-Language Model for visual abductive reasoning	4
Multiple forgeries identification in digital video based on correlation consistency between entropy coded frames	4
Closed-loop reasoning with graph-aware dense interaction for visual dialog	4
Exploiting local detail in single image super-resolution via hypergraph convolution	4
IGINet: integrating geometric information to enhance inter-modal interaction for fine-grained image captioning	4
Unsupervised domain adaptation of dynamic extension networks based on class decision boundaries	4
A deep learning-based framework for detecting COVID-19 patients using chest X-rays	4
Fast bilateral filter with spatial subsampling	4
Dual-focus: person search from Coarse-Grained Focus to Fine-Grained Focus	4
An improvement for PDF417 code authentication on mobile phone terminals based on code feature analysis and watermarking	4
A LiDAR point cloud registration method combining linear feature extraction and TrICP algorithm	4
Cross-domain collaborative recommendation without overlapping entities based on domain adaptation	4
Attention-guided LiDAR segmentation and odometry using image-to-point cloud saliency transfer	4
Special issue deep learning for multimedia healthcare	4
CR-DM: A novel craniofacial reconstruction framework based on diffusion model	4
Spatial enhanced multi-level alignment learning for text-image person re-identification with coupled noisy labels	4
Self-supervised graph clustering via attention auto-encoder with distribution specificity	4
Editorial note for few-shot learning for intelligent multimedia systems	4
Optimizing codebook training through control chart analysis	4
CSLSEP: an ensemble pruning algorithm based on clustering soft label and sorting for facial expression recognition	4
Image inpainting method based on AU-GAN	4
A novel multiagent system for cervical motor control evaluation and individualized therapy: integrating gamification and portable solutions	3
Comprehensive systematic review on virtual reality for cultural heritage practices: coherent taxonomy and motivations	3
Contrastive graph clustering via enhanced hard sample mining and cluster-guiding	3
Dynamic hand gesture recognition using combination of two-level tracker and trajectory-guided features	3
NasmamSR: a fast image super-resolution network based on neural architecture search and multiple attention mechanism	3
Self-expressive induced clustered attention for video-text retrieval	3
DMFNet: deep matrix factorization network for image compressed sensing	3
DFGPD: a new distillation framework with global and positional distillation	3
High-strength synergic-calibration attention system in YOLO for underwater object detection application	3
New performance measures for object tracking under complex environments	3
Non-uniform circular-structured loss inspired by psychology for image emotion recognition	3
Complementary spatiotemporal network for video question answering	3
Deep learning and evolutionary intelligence with fusion-based feature extraction for detection of COVID-19 from chest X-ray images	3
Hybrid features and semantic reinforcement network for image forgery detection	3
A survey on deep learning-based camouflaged object detection	3
Multi-scale motion contrastive learning for self-supervised skeleton-based action recognition	3
Dark knowledge association guided hashing for unsupervised cross-modal retrieval	3
Hierarchical bi-directional conceptual interaction for text-video retrieval	3
Radar target recognition based on few-shot learning	3
Scale-aware attention-based multi-resolution representation for multi-person pose estimation	3
Correction to: Abusive language detection from social media comments using conventional machine learning and deep learning approaches	3
Multi-modal cyber-aggression detection with feature optimization by firefly algorithm	3
Dynamical semantic enhancement network for continuous sign language recognition	3