Image and Vision Computing

Article	Citations
Weighted boxes fusion: Ensembling boxes from different object detection models	251
Deep learning-based object detection in low-altitude UAV datasets: A survey	167
A comprehensive review on deep learning-based methods for video anomaly detection	146
Application of the best evacuation model of deep learning in the design of public structures	122
Deep multimodal fusion for semantic image segmentation: A survey	110
FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in public	105
A framework of human action recognition using length control features fusion and weighted entropy-variances based feature selection	103
Intelligent video anomaly detection and classification using faster RCNN with deep reinforcement learning model	93
A review on 2D instance segmentation based on deep neural networks	92
Deep learning-based detection from the perspective of small or tiny objects: A survey	82
Deep learning-based person re-identification methods: A survey and outlook of recent works	66
ReMOT: A model-agnostic refinement for multiple object tracking	57
A review of deep learning techniques for 2D and 3D human pose estimation	50
Intelligent detection of building cracks based on deep learning	47
Intelligent deep learning based ethnicity recognition and classification using facial images	46
Visual question answering model based on graph neural network and contextual attention	42
Motion saliency based multi-stream multiplier ResNets for action recognition	40
An improved YOLOv5 method for large objects detection with multi-scale feature cross-layer fusion network	39
LSTM with bio inspired algorithm for action recognition in sports videos	37
Person search: New paradigm of person re-identification: A survey and outlook of recent works	37
Iris and periocular biometrics for head mounted displays: Segmentation, recognition, and synthetic data generation	36
A Survey on Object Detection for the Internet of Multimedia Things (IoMT) using Deep Learning and Event-based Middleware: Approaches, Challenges, and Future Directions	36
Exploring region relationships implicitly: Image captioning with visual relationship attention	36
A survey of iris datasets	35
Optimization of face recognition algorithm based on deep learning multi feature fusion driven by big data	34

Synthetic data for face recognition: Current state and future prospects	34
Generative adversarial networks and their application to 3D face generation: A survey	30
A survey of micro-expression recognition	28
Feedback-driven loss function for small object detection	28
MEmoR: A Multimodal Emotion Recognition using affective biomarkers for smart prediction of emotional health for people analytics in smart industries	27
Improved YOLOX-X based UAV aerial photography object detection algorithm	27
Attention-guided chained context aggregation for semantic segmentation	27
Multimodal facial biometrics recognition: Dual-stream convolutional neural networks with multi-feature fusion layers	26
Application of 3D laser scanning technology for image data processing in the protection of ancient building sites through deep learning	26
A two-stage real-time YOLOv2-based road marking detector with lightweight spatial transformation-invariant classification	26
Robust biometric authentication system with a secure user template	26
Revisiting crowd counting: State-of-the-art, trends, and future perspectives	25
RoI Tanh-polar transformer network for face parsing in the wild	25
Facial expression recognition using human machine interaction and multi-modal visualization analysis for healthcare applications	25
CrossATNet - a novel cross-attention based framework for sketch-based image retrieval	25
Projection-dependent input processing for 3D object recognition in human robot interaction systems	25
Improving image captioning with Pyramid Attention and SC-GAN	25
R4 Det: Refined single-stage detector with feature recursion and refinement for rotating object detection in aerial images	25
Efficient pedestrian detection in top-view fisheye images using compositions of perspective view patches	24
A survey of methods, datasets and evaluation metrics for visual question answering	23
Learning to disentangle scenes for person re-identification	23
Self-trained prediction model and novel anomaly score mechanism for video anomaly detection	23
PCANet: Pyramid convolutional attention network for semantic segmentation	23
Few-Shot learning for face recognition in the presence of image discrepancies for limited multi-class datasets	22
FastNet: Fast high-resolution network for human pose estimation	22
Improved generative adversarial network and its application in image oil painting style transfer	21
Attention guided contextual feature fusion network for salient object detection	21
Multi-stream slowFast graph convolutional networks for skeleton-based action recognition	21
An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites	21
Multiscale parallel deep CNN (mpdCNN) architecture for the real low-resolution face recognition for surveillance	21
Lightweight and computationally faster Hypermetropic Convolutional Neural Network for small size object detection	20
An automated hyperparameter tuned deep learning model enabled facial emotion recognition for autonomous vehicle drivers	20
Cluster adaptation networks for unsupervised domain adaptation	20
Investigating bias in deep face analysis: The KANFace dataset and empirical study	19
A deep-shallow and global–local multi-feature fusion network for photometric stereo	19
IRANet: Identity-relevance aware representation for cloth-changing person re-identification	19
SalFBNet: Learning pseudo-saliency distribution via feedback convolutional networks	18
Multi-information-based convolutional neural network with attention mechanism for pedestrian trajectory prediction	18
Cross-database and cross-attack Iris presentation attack detection using micro stripes analyses	18
Boundary guidance network for camouflage object detection	18
PU-GACNet: Graph Attention Convolution Network for Point Cloud Upsampling	18
A neural network aided attuned scheme for gun detection in video surveillance images	18
Face anti-spoofing detection based on multi-scale image quality assessment	18
Generalizable deep features for ocular biometrics	18
ERF-YOLO: A YOLO algorithm compatible with fewer parameters and higher accuracy	18
E2E-VSDL: End-to-end video surveillance-based deep learning model to detect and prevent criminal activities	18
Transformer models for enhancing AttnGAN based text to image generation	18
Multi-view dynamic facial action unit detection	17
Multimodal emotion recognition using cross modal audio-video fusion with attention and deep metric learning	17
Facial expression recognition using densely connected convolutional neural network and hierarchical spatial attention	17

Video prediction by efficient transformers	17
Bald eagle search optimization with deep transfer learning enabled age-invariant face recognition model	16
HPRNet: Hierarchical point regression for whole-body human pose estimation	16
Multi-level refinement enriched feature pyramid network for object detection	16
ASF-YOLO: A novel YOLO model with attentional scale sequence fusion for cell instance segmentation	16
An efficient foreign objects detection network for power substation	16
The effect of image recognition traffic prediction method under deep learning and naive Bayes algorithm on freeway traffic safety	16
Detection of anomaly in surveillance videos using quantum convolutional neural networks	16
Face mask detection using deep convolutional neural network and multi-stage image processing	16
Deep hybrid learning for facial expression binary classifications and predictions	16
Unsupervised face Frontalization for pose-invariant face recognition	16
Synergetic reconstruction from 2D pose and 3D motion for wide-space multi-person video motion capture in the wild	16
Few-shot object detection via baby learning	15
SalED: Saliency prediction with a pithy encoder-decoder architecture sensing local and global information	15
Beyond modality alignment: Learning part-level representation for visible-infrared person re-identification	15
Point cloud completion using multiscale feature fusion and cross-regional attention	15
Real-time semantic segmentation with weighted factorized-depthwise convolution	15
Real-time semantic segmentation with local spatial pixel adjustment	15
Intelligent facial expression recognition and classification using optimal deep transfer learning model	15
Dual-path CNN with Max Gated block for text-based person re-identification	14
An attention-based deep learning model for multiple pedestrian attributes recognition	14
Certifiable relative pose estimation	14
Multimodal assessment of apparent personality using feature attention and error consistency constraint	14
Novel features for art movement classification of portrait paintings	14
Collaborative representation of blur invariant deep sparse features for periocular recognition from smartphones	14
A new perceptual hashing method for verification and identity classification of occluded faces	14
Dense open-set recognition based on training with noisy negative images	14
CAM: A fine-grained vehicle model recognition method based on visual attention model	14
A calibration method of computer vision system based on dual attention mechanism	14
Real-time gait biometrics for surveillance applications: A review	14
Pose-guided part matching network via shrinking and reweighting for occluded person re-identification	14
A study on attention-based LSTM for abnormal behavior recognition with variable pooling	14
Intelligent multimodal pedestrian detection using hybrid metaheuristic optimization with deep learning model	14
Point cloud classification with deep normalized Reeb graph convolution	13
Explaining VQA predictions using visual grounding and a knowledge base	13
Batch feature standardization network with triplet loss for weakly-supervised video anomaly detection	13
Feature based video stabilization based on boosted HAAR Cascade and representative point matching algorithm	13
Expression recognition with deep features extracted from holistic and part-based models	13
Fusion of iris and sclera using phase intensive rubbersheet mutual exclusion for periocular recognition	13
Single stage architecture for improved accuracy real-time object detection on mobile devices	13
Variance-guided attention-based twin deep network for cross-spectral periocular recognition	13
Edge supervision and multi-scale cost volume for stereo matching	13
From known to the unknown: Transferring knowledge to answer questions about novel visual and semantic concepts	13
MFC-Net : Multi-feature fusion cross neural network for salient object detection	13
Emotion detection and face recognition of drivers in autonomous vehicles in IoT platform	12
Using synthetic data for person tracking under adverse weather conditions	12
R2Net: Residual refinement network for salient object detection	12
Interactive multi-scale feature representation enhancement for small object detection	12
Multi parallel U-net encoder network for effective polyp image segmentation	12
Double anchor embedding for accurate multi-person 2D pose estimation	12
I-SOCIAL-DB: A labeled database of images collected from websites and social media for Iris recognition	12
Multi-level prediction Siamese network for real-time UAV visual tracking	12
Combining complementary trackers for enhanced long-term visual object tracking	12
ASPset: An outdoor sports pose video dataset with 3D keypoint annotations	12
Cancelable Iris template generation by aggregating patch level ordinal relations with its holistically extended performance and security analysis	12
Spatiotemporal module for video saliency prediction based on self-attention	12
How robust are discriminatively trained zero-shot learning models?	12
A novel co-attention computation block for deep learning based image co-segmentation	12
Dense graph convolutional neural networks on 3D meshes for 3D object segmentation and classification	11
Human object interaction detection: Design and survey	11
PDA: Proxy-based domain adaptation for few-shot image recognition	11
Does explainable machine learning uncover the black box in vision applications?	11
Modeling graph-structured contexts for image captioning	11
H-net: Unsupervised domain adaptation person re-identification network based on hierarchy	11
Pose-guided counterfactual inference for occluded person re-identification	11
Detection of panoramic vision pedestrian based on deep learning	11
SiaTrans: Siamese transformer network for RGB-D salient object detection with depth image classification	11
Geometric feature statistics histogram for both real-valued and binary feature representations of 3D local shape	10
Image captioning via proximal policy optimization	10
Handcrafted localized phase features for human action recognition	10
Multistage temporal convolution transformer for action segmentation	10
A motion model based on recurrent neural networks for visual object tracking	10
Adaptive weight based on overlapping blocks network for facial expression recognition	10
Whether normalized or not? Towards more robust iris recognition using dynamic programming	10
MDCS with fully encoding the information of local shape description for 3D Rigid Data matching	10
Engagement detection and enhancement for STEM education through computer vision, augmented reality, and haptics	10
Boundary graph convolutional network for temporal action detection	10
Context-based image explanations for deep neural networks	10
Continual coarse-to-fine domain adaptation in semantic segmentation	10
Single image dehazing using extended local dark channel prior	10

Towards generalized morphing attack detection by learning residuals	10
E2E-V2SResNet: Deep residual convolutional neural networks for end-to-end video driven speech synthesis	10
Tracking fiducial markers with discriminative correlation filters	10
Grassmann manifold based framework for automated fall detection from a camera	10
Spatial–temporal graph attention network for video anomaly detection	10
Edge-aware salient object detection network via context guidance	10
Geometry consistency aware confidence evaluation for feature matching	10
A novel micro-expression detection algorithm based on BERT and 3DCNN	9
Enhancing single-view 3D mesh reconstruction with the aid of implicit surface learning	9
RAMT-GAN: Realistic and accurate makeup transfer with generative adversarial network	9
Generating facial expression adversarial examples based on saliency map	9
ArCo: Attention-reinforced transformer with contrastive learning for image captioning	9
Dual-branch adaptive attention transformer for occluded person re-identification	9
Tackling multiple object tracking with complicated motions — Re-designing the integration of motion and appearance	9
Crowd density detection method based on crowd gathering mode and multi-column convolutional neural network	9
Clothing generation by multi-modal embedding: A compatibility matrix-regularized GAN model	9
Omnidirectional stereo depth estimation based on spherical deep network	9
Knowledge distillation methods for efficient unsupervised adaptation across multiple domains	9
Texture classification-based feature processing for violence-based anomaly detection in crowded environments	9
Triangulate geometric constraint combined with visual-flow fusion network for accurate 6DoF pose estimation	9
Multi-scale interaction transformer for temporal action proposal generation	9
Demographic classification through pupil analysis	9
Camera pose estimation in multi-view environments: From virtual scenarios to the real world	9
Learning an augmentation strategy for sparse datasets	9
Composite recurrent network with internal denoising for facial alignment in still and video images in the wild	9
Deep domain adaptation with ordinal regression for pain assessment using weakly-labeled videos	9
AESPNet: Attention Enhanced Stacked Parallel Network to improve automatic Diabetic Foot Ulcer identification	9
Short-term anchor linking and long-term self-guided attention for video object detection	9
Lightweight boundary refinement module based on point supervision for semantic segmentation	9
RGB-T tracking by modality difference reduction and feature re-selection	8
Student behavior recognition for interaction detection in the classroom environment	8
Weather-degraded image semantic segmentation with multi-task knowledge distillation	8
Depth-guided saliency detection via boundary information	8
Adversarial sliced Wasserstein domain adaptation networks	8
Video-based person re-identification by intra-frame and inter-frame graph neural network	8
Online multi-object tracking with δ-GLMB filter based on occlusion and identity switch handling	8
Flow guided mutual attention for person re-identification	8
Faster and finer pose estimation for multiple instance objects in a single RGB image	8
Few-shot personalized saliency prediction using meta-learning	8
A survey on computer vision based human analysis in the COVID-19 era	8
A novel facial expression recognition algorithm using geometry β –skeleton in fusion based on deep CNN	8
Distinguishing foreground and background alignment for unsupervised domain adaptative semantic segmentation	8
Cross-modal feature extraction and integration based RGBD saliency detection	8
Cross-view action recognition with small-scale datasets	8
Authenticating and securing healthcare records: A deep learning-based zero watermarking approach	8
Improving eye movement biometrics in low frame rate eye-tracking devices using periocular and eye blinking features	8
ScPnP: A non-iterative scale compensation solution for PnP problems	8
A Tibetan Thangka data set and relative tasks	8
A pooling-based feature pyramid network for salient object detection	8
A novel approach for breast cancer detection using optimized ensemble learning framework and XAI	8
SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains	8
Activity guided multi-scales collaboration based on scaled-CNN for saliency prediction	8
View knowledge transfer network for multi-view action recognition	8
Advances in deep learning-based image recognition of product packaging	7
VQA as a factoid question answering problem: A novel approach for knowledge-aware and explainable visual question answering	7
Person re-identification: A taxonomic survey and the path ahead	7
AGLC-GAN: Attention-based global-local cycle-consistent generative adversarial networks for unpaired single image dehazing	7
ThickSeg: Efficient semantic segmentation of large-scale 3D point clouds using multi-layer projection	7
Spatial temporal and channel aware network for video-based person re-identification	7
Aligning vision-language for graph inference in visual dialog	7
AGA-GAN: Attribute Guided Attention Generative Adversarial Network with U-Net for face hallucination	7
Multimodal image fusion based on point-wise mutual information	7
Monocular contextual constraint for stereo matching with adaptive weights assignment	7
Single-shot cuboids: Geodesics-based end-to-end Manhattan aligned layout estimation from spherical panoramas	7
Local information fusion network for 3D shape classification and retrieval	7
Building NAS: Automatic designation of efficient neural architectures for building extraction in high-resolution aerial images	7
Dual guidance enhanced network for light field salient object detection	7
Semantic-aligned reinforced attention model for zero-shot learning	7
Attention-guided aggregation stereo matching network	7
Multi-source material image optimized selection based multi-option composition	7
A cross-modal crowd counting method combining CNN and cross-modal transformer	7
Joint patch and instance discrimination learning for unsupervised person re-identification	7
Future pedestrian location prediction in first-person videos for autonomous vehicles and social robots	6
Lightweight multi-scale convolutional neural network for real time stereo matching	6
Double cross-modality progressively guided network for RGB-D salient object detection	6
3D-VDNet: Exploiting the vertical distribution characteristics of point clouds for 3D object detection and augmentation	6
Interpretable visual reasoning: A survey	6
Collaborative knowledge distillation for incomplete multi-view action prediction	6
Bias alleviating generative adversarial network for generalized zero-shot classification	6
Cuepervision: self-supervised learning for continuous domain adaptation without catastrophic forgetting	6
Multi–feature fusion tracking algorithm based on peak–context learning	6
Feature fusion for object detection at one map	6
A dynamic keypoint selection network for 6DoF pose estimation	6
LP-GAN: Learning perturbations based on generative adversarial networks for point cloud adversarial attacks	6
Adversarial color projection: A projector-based physical-world attack to DNNs	6
TENet: Accurate light-field salient object detection with a transformer embedding network	6
GIFSL - grafting based improved few-shot learning	6
Progressive ShallowNet for large scale dynamic and spontaneous facial behaviour analysis in children	6
Reinforced pedestrian attribute recognition with group optimization reward	6
Face deidentification with controllable privacy protection	6
LTST: Long-term segmentation tracker with memory attention network	6
Multi-view self-supervised learning for 3D facial texture reconstruction from single image	6
Rich global feature guided network for monocular depth estimation	6
Task-based parameter isolation for foreground segmentation without catastrophic forgetting using multi-scale region and edges fusion network	6
A few-shot learning-based ischemic stroke segmentation system using weighted MRI fusion	6