Image and Vision Computing

Article	Citations
Recent advances in small object detection based on deep learning: A review	271
Weighted boxes fusion: Ensembling boxes from different object detection models	214
Deep learning-based object detection in low-altitude UAV datasets: A survey	137
A comprehensive review on deep learning-based methods for video anomaly detection	117
Application of the best evacuation model of deep learning in the design of public structures	113
IoU-aware single-stage object detector for accurate localization	99
FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in public	97
A framework of human action recognition using length control features fusion and weighted entropy-variances based feature selection	96
Deep multimodal fusion for semantic image segmentation: A survey	86
Intelligent video anomaly detection and classification using faster RCNN with deep reinforcement learning model	75
A review on object pose recovery: From 3D bounding box detectors to full 6D pose estimators	63
A review on 2D instance segmentation based on deep neural networks	61
Anomaly detection in surveillance video based on bidirectional prediction	59
Deep learning-based detection from the perspective of small or tiny objects: A survey	53
ReMOT: A model-agnostic refinement for multiple object tracking	50
Deep learning-based person re-identification methods: A survey and outlook of recent works	48
Cross-resolution learning for Face Recognition	44
Intelligent detection of building cracks based on deep learning	40
Visual question answering model based on graph neural network and contextual attention	39
Intelligent deep learning based ethnicity recognition and classification using facial images	38
Motion saliency based multi-stream multiplier ResNets for action recognition	37
Person search: New paradigm of person re-identification: A survey and outlook of recent works	36
A review of deep learning techniques for 2D and 3D human pose estimation	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	35
Exploring region relationships implicitly: Image captioning with visual relationship attention	33

Optimization of face recognition algorithm based on deep learning multi feature fusion driven by big data	32
LSTM with bio inspired algorithm for action recognition in sports videos	30
Iris and periocular biometrics for head mounted displays: Segmentation, recognition, and synthetic data generation	29
An improved YOLOv5 method for large objects detection with multi-scale feature cross-layer fusion network	28
A survey of iris datasets	25
R4 Det: Refined single-stage detector with feature recursion and refinement for rotating object detection in aerial images	24
Generative adversarial networks and their application to 3D face generation: A survey	24
A survey of micro-expression recognition	24
Multimodal facial biometrics recognition: Dual-stream convolutional neural networks with multi-feature fusion layers	23
Robust biometric authentication system with a secure user template	23
Projection-dependent input processing for 3D object recognition in human robot interaction systems	23
A two-stage real-time YOLOv2-based road marking detector with lightweight spatial transformation-invariant classification	23
Facial expression recognition using human machine interaction and multi-modal visualization analysis for healthcare applications	22
Application of 3D laser scanning technology for image data processing in the protection of ancient building sites through deep learning	22
CrossATNet - a novel cross-attention based framework for sketch-based image retrieval	21
Efficient pedestrian detection in top-view fisheye images using compositions of perspective view patches	21
PCANet: Pyramid convolutional attention network for semantic segmentation	21
EDS pooling layer	20
RoI Tanh-polar transformer network for face parsing in the wild	20
Attention-guided chained context aggregation for semantic segmentation	19
A survey of methods, datasets and evaluation metrics for visual question answering	19
Development of an embedded road boundary detection system based on deep learning	19
An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites	19
Cluster adaptation networks for unsupervised domain adaptation	19
Feedback-driven loss function for small object detection	18
Generalizable deep features for ocular biometrics	18
MEmoR: A Multimodal Emotion Recognition using affective biomarkers for smart prediction of emotional health for people analytics in smart industries	18
Improving image captioning with Pyramid Attention and SC-GAN	18
Energy clustering for unsupervised person re-identification	18
Improved generative adversarial network and its application in image oil painting style transfer	18
FastNet: Fast high-resolution network for human pose estimation	18
Learning to disentangle scenes for person re-identification	18
Few-Shot learning for face recognition in the presence of image discrepancies for limited multi-class datasets	17
Facial expression recognition using densely connected convolutional neural network and hierarchical spatial attention	17
Multi-stream slowFast graph convolutional networks for skeleton-based action recognition	17
Investigating bias in deep face analysis: The KANFace dataset and empirical study	17
Revisiting crowd counting: State-of-the-art, trends, and future perspectives	16
Multiscale parallel deep CNN (mpdCNN) architecture for the real low-resolution face recognition for surveillance	16
Multi-information-based convolutional neural network with attention mechanism for pedestrian trajectory prediction	16
A deep-shallow and global–local multi-feature fusion network for photometric stereo	16
Lightweight and computationally faster Hypermetropic Convolutional Neural Network for small size object detection	16
Unsupervised face Frontalization for pose-invariant face recognition	16
Multi-view dynamic facial action unit detection	16
Synthetic data for face recognition: Current state and future prospects	15
SalFBNet: Learning pseudo-saliency distribution via feedback convolutional networks	15
Cross-Correlated Attention Networks for Person Re-Identification	15
Point cloud completion using multiscale feature fusion and cross-regional attention	15
A high-efficiency energy and storage approach for IoT applications of facial recognition	15
Dense convolutional feature histograms for robust visual object tracking	15
Cross-database and cross-attack Iris presentation attack detection using micro stripes analyses	15

Zero-sum game theory model for segmenting skin regions	15
An efficient foreign objects detection network for power substation	14
Collaborative representation of blur invariant deep sparse features for periocular recognition from smartphones	14
Synergetic reconstruction from 2D pose and 3D motion for wide-space multi-person video motion capture in the wild	14
Bald eagle search optimization with deep transfer learning enabled age-invariant face recognition model	14
SalED: Saliency prediction with a pithy encoder-decoder architecture sensing local and global information	14
Attention guided contextual feature fusion network for salient object detection	14
IRANet: Identity-relevance aware representation for cloth-changing person re-identification	14
An attention-based deep learning model for multiple pedestrian attributes recognition	14
A neural network aided attuned scheme for gun detection in video surveillance images	13
CrossFusion net: Deep 3D object detection based on RGB images and point clouds in autonomous driving	13
Dual-path CNN with Max Gated block for text-based person re-identification	13
Beyond modality alignment: Learning part-level representation for visible-infrared person re-identification	13
CAM: A fine-grained vehicle model recognition method based on visual attention model	13
The effect of image recognition traffic prediction method under deep learning and naive Bayes algorithm on freeway traffic safety	13
Self-trained prediction model and novel anomaly score mechanism for video anomaly detection	13
Certifiable relative pose estimation	13
ERF-YOLO: A YOLO algorithm compatible with fewer parameters and higher accuracy	13
Face anti-spoofing detection based on multi-scale image quality assessment	13
Multi-level refinement enriched feature pyramid network for object detection	13
Convolutional prototype learning for zero-shot recognition	13
PU-GACNet: Graph Attention Convolution Network for Point Cloud Upsampling	13
HPRNet: Hierarchical point regression for whole-body human pose estimation	12
Digital video intrusion intelligent detection method based on narrowband Internet of Things and its application	12
A new perceptual hashing method for verification and identity classification of occluded faces	12
Explaining VQA predictions using visual grounding and a knowledge base	12
Fusion of iris and sclera using phase intensive rubbersheet mutual exclusion for periocular recognition	12
Feature based video stabilization based on boosted HAAR Cascade and representative point matching algorithm	12
A calibration method of computer vision system based on dual attention mechanism	12
Multi-level prediction Siamese network for real-time UAV visual tracking	12
Dense open-set recognition based on training with noisy negative images	12
MFC-Net : Multi-feature fusion cross neural network for salient object detection	12
Multimodal assessment of apparent personality using feature attention and error consistency constraint	12
Variance-guided attention-based twin deep network for cross-spectral periocular recognition	12
I-SOCIAL-DB: A labeled database of images collected from websites and social media for Iris recognition	12
Boundary guidance network for camouflage object detection	12
A novel co-attention computation block for deep learning based image co-segmentation	12
Cancelable Iris template generation by aggregating patch level ordinal relations with its holistically extended performance and security analysis	11
Expression recognition with deep features extracted from holistic and part-based models	11
Combining complementary trackers for enhanced long-term visual object tracking	11
An automated hyperparameter tuned deep learning model enabled facial emotion recognition for autonomous vehicle drivers	11
Double anchor embedding for accurate multi-person 2D pose estimation	11
Real-time semantic segmentation with local spatial pixel adjustment	11
Spatiotemporal module for video saliency prediction based on self-attention	11
Pose-guided part matching network via shrinking and reweighting for occluded person re-identification	11
A study on attention-based LSTM for abnormal behavior recognition with variable pooling	11
Novel features for art movement classification of portrait paintings	11
Improved YOLOX-X based UAV aerial photography object detection algorithm	11
From known to the unknown: Transferring knowledge to answer questions about novel visual and semantic concepts	11
Dense graph convolutional neural networks on 3D meshes for 3D object segmentation and classification	11
Intelligent multimodal pedestrian detection using hybrid metaheuristic optimization with deep learning model	10
Real-time semantic segmentation with weighted factorized-depthwise convolution	10
Gender based face aging with cycle-consistent adversarial networks	10
Detection of panoramic vision pedestrian based on deep learning	10
Few-shot object detection via baby learning	10
Image captioning via proximal policy optimization	10
Co-occurrence of deep convolutional features for image search	10
Using synthetic data for person tracking under adverse weather conditions	10
Point cloud classification with deep normalized Reeb graph convolution	10
Detection of anomaly in surveillance videos using quantum convolutional neural networks	10
Deep hybrid learning for facial expression binary classifications and predictions	10
E2E-VSDL: End-to-end video surveillance-based deep learning model to detect and prevent criminal activities	10
Face mask detection using deep convolutional neural network and multi-stage image processing	9
PDA: Proxy-based domain adaptation for few-shot image recognition	9
Tracking fiducial markers with discriminative correlation filters	9
Viewpoint constrained and unconstrained Cricket stroke localization from untrimmed videos	9
Demographic classification through pupil analysis	9
Joint detection and tracking in videos with identification features	9
Edge supervision and multi-scale cost volume for stereo matching	9
Dual-branch adaptive attention transformer for occluded person re-identification	9
A motion model based on recurrent neural networks for visual object tracking	9
Interactive multi-scale feature representation enhancement for small object detection	9
E2E-V2SResNet: Deep residual convolutional neural networks for end-to-end video driven speech synthesis	9
Composite recurrent network with internal denoising for facial alignment in still and video images in the wild	9
Transformer models for enhancing AttnGAN based text to image generation	9
Video prediction by efficient transformers	9
Does explainable machine learning uncover the black box in vision applications?	9
Lightweight boundary refinement module based on point supervision for semantic segmentation	8
Geometry consistency aware confidence evaluation for feature matching	8
Whether normalized or not? Towards more robust iris recognition using dynamic programming	8

MDCS with fully encoding the information of local shape description for 3D Rigid Data matching	8
Boundary graph convolutional network for temporal action detection	8
A pooling-based feature pyramid network for salient object detection	8
Video-based person re-identification by intra-frame and inter-frame graph neural network	8
How robust are discriminatively trained zero-shot learning models?	8
Triangulate geometric constraint combined with visual-flow fusion network for accurate 6DoF pose estimation	8
Activity guided multi-scales collaboration based on scaled-CNN for saliency prediction	8
Single stage architecture for improved accuracy real-time object detection on mobile devices	8
Knowledge distillation methods for efficient unsupervised adaptation across multiple domains	8
RAMT-GAN: Realistic and accurate makeup transfer with generative adversarial network	8
Towards generalized morphing attack detection by learning residuals	8
ASPset: An outdoor sports pose video dataset with 3D keypoint annotations	8
Texture classification-based feature processing for violence-based anomaly detection in crowded environments	8
Handcrafted localized phase features for human action recognition	8
Multistage temporal convolution transformer for action segmentation	8
Short-term anchor linking and long-term self-guided attention for video object detection	8
Clothing generation by multi-modal embedding: A compatibility matrix-regularized GAN model	8
View knowledge transfer network for multi-view action recognition	8
Improving eye movement biometrics in low frame rate eye-tracking devices using periocular and eye blinking features	8
Edge-aware salient object detection network via context guidance	8
Crowd density detection method based on crowd gathering mode and multi-column convolutional neural network	8
Adversarial sliced Wasserstein domain adaptation networks	8
Emotion detection and face recognition of drivers in autonomous vehicles in IoT platform	8
SiaTrans: Siamese transformer network for RGB-D salient object detection with depth image classification	8
Cross-modal feature extraction and integration based RGBD saliency detection	8
Context-based image explanations for deep neural networks	8
Pose-guided counterfactual inference for occluded person re-identification	8