Image and Vision Computing

Article	Citations
Recent advances in small object detection based on deep learning: A review	282
Weighted boxes fusion: Ensembling boxes from different object detection models	223
Deep learning-based object detection in low-altitude UAV datasets: A survey	146
A comprehensive review on deep learning-based methods for video anomaly detection	124
Application of the best evacuation model of deep learning in the design of public structures	114
IoU-aware single-stage object detector for accurate localization	104
A framework of human action recognition using length control features fusion and weighted entropy-variances based feature selection	100
FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in public	98
Deep multimodal fusion for semantic image segmentation: A survey	94
Intelligent video anomaly detection and classification using faster RCNN with deep reinforcement learning model	80
A review on 2D instance segmentation based on deep neural networks	67
Deep learning-based detection from the perspective of small or tiny objects: A survey	59
Anomaly detection in surveillance video based on bidirectional prediction	59
ReMOT: A model-agnostic refinement for multiple object tracking	53
Deep learning-based person re-identification methods: A survey and outlook of recent works	51
Cross-resolution learning for Face Recognition	46
A review of deep learning techniques for 2D and 3D human pose estimation	42
Intelligent detection of building cracks based on deep learning	41
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 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	33
Optimization of face recognition algorithm based on deep learning multi feature fusion driven by big data	32

An improved YOLOv5 method for large objects detection with multi-scale feature cross-layer fusion network	31
LSTM with bio inspired algorithm for action recognition in sports videos	31
Iris and periocular biometrics for head mounted displays: Segmentation, recognition, and synthetic data generation	29
A survey of iris datasets	27
Generative adversarial networks and their application to 3D face generation: A survey	26
R4 Det: Refined single-stage detector with feature recursion and refinement for rotating object detection in aerial images	25
Projection-dependent input processing for 3D object recognition in human robot interaction systems	24
Robust biometric authentication system with a secure user template	24
A survey of micro-expression recognition	24
Facial expression recognition using human machine interaction and multi-modal visualization analysis for healthcare applications	23
Multimodal facial biometrics recognition: Dual-stream convolutional neural networks with multi-feature fusion layers	23
CrossATNet - a novel cross-attention based framework for sketch-based image retrieval	23
A two-stage real-time YOLOv2-based road marking detector with lightweight spatial transformation-invariant classification	23
Application of 3D laser scanning technology for image data processing in the protection of ancient building sites through deep learning	23
MEmoR: A Multimodal Emotion Recognition using affective biomarkers for smart prediction of emotional health for people analytics in smart industries	22
Synthetic data for face recognition: Current state and future prospects	22
Efficient pedestrian detection in top-view fisheye images using compositions of perspective view patches	21
PCANet: Pyramid convolutional attention network for semantic segmentation	21
Feedback-driven loss function for small object detection	21
EDS pooling layer	21
RoI Tanh-polar transformer network for face parsing in the wild	21
An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites	20
Improving image captioning with Pyramid Attention and SC-GAN	20
Attention-guided chained context aggregation for semantic segmentation	20
FastNet: Fast high-resolution network for human pose estimation	20
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
Learning to disentangle scenes for person re-identification	19
Cluster adaptation networks for unsupervised domain adaptation	19
Energy clustering for unsupervised person re-identification	18
Improved generative adversarial network and its application in image oil painting style transfer	18
Generalizable deep features for ocular biometrics	18
Revisiting crowd counting: State-of-the-art, trends, and future perspectives	18
Cross-database and cross-attack Iris presentation attack detection using micro stripes analyses	17
A deep-shallow and global–local multi-feature fusion network for photometric stereo	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
Multiscale parallel deep CNN (mpdCNN) architecture for the real low-resolution face recognition for surveillance	17
Zero-sum game theory model for segmenting skin regions	17
Few-Shot learning for face recognition in the presence of image discrepancies for limited multi-class datasets	17
Investigating bias in deep face analysis: The KANFace dataset and empirical study	17
Lightweight and computationally faster Hypermetropic Convolutional Neural Network for small size object detection	17
Multi-information-based convolutional neural network with attention mechanism for pedestrian trajectory prediction	16
Cross-Correlated Attention Networks for Person Re-Identification	16
Unsupervised face Frontalization for pose-invariant face recognition	16
SalFBNet: Learning pseudo-saliency distribution via feedback convolutional networks	16
Multi-view dynamic facial action unit detection	16
A neural network aided attuned scheme for gun detection in video surveillance images	15
IRANet: Identity-relevance aware representation for cloth-changing person re-identification	15
Dense convolutional feature histograms for robust visual object tracking	15

Boundary guidance network for camouflage object detection	15
Point cloud completion using multiscale feature fusion and cross-regional attention	15
Attention guided contextual feature fusion network for salient object detection	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
An attention-based deep learning model for multiple pedestrian attributes recognition	14
Face anti-spoofing detection based on multi-scale image quality assessment	14
Self-trained prediction model and novel anomaly score mechanism for video anomaly detection	14
SalED: Saliency prediction with a pithy encoder-decoder architecture sensing local and global information	14
Bald eagle search optimization with deep transfer learning enabled age-invariant face recognition model	14
Improved YOLOX-X based UAV aerial photography object detection algorithm	14
Beyond modality alignment: Learning part-level representation for visible-infrared person re-identification	14
Synergetic reconstruction from 2D pose and 3D motion for wide-space multi-person video motion capture in the wild	14
HPRNet: Hierarchical point regression for whole-body human pose estimation	13
Real-time semantic segmentation with local spatial pixel adjustment	13
A new perceptual hashing method for verification and identity classification of occluded faces	13
Certifiable relative pose estimation	13
ERF-YOLO: A YOLO algorithm compatible with fewer parameters and higher accuracy	13
Digital video intrusion intelligent detection method based on narrowband Internet of Things and its application	13
Dual-path CNN with Max Gated block for text-based person re-identification	13
Multi-level refinement enriched feature pyramid network for object detection	13
An automated hyperparameter tuned deep learning model enabled facial emotion recognition for autonomous vehicle drivers	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
Convolutional prototype learning for zero-shot recognition	13
Pose-guided part matching network via shrinking and reweighting for occluded person re-identification	13
PU-GACNet: Graph Attention Convolution Network for Point Cloud Upsampling	13
Expression recognition with deep features extracted from holistic and part-based models	12
Real-time semantic segmentation with weighted factorized-depthwise convolution	12
From known to the unknown: Transferring knowledge to answer questions about novel visual and semantic concepts	12
Fusion of iris and sclera using phase intensive rubbersheet mutual exclusion for periocular recognition	12
MFC-Net : Multi-feature fusion cross neural network for salient object detection	12
Variance-guided attention-based twin deep network for cross-spectral periocular recognition	12
Intelligent multimodal pedestrian detection using hybrid metaheuristic optimization with deep learning model	12
A calibration method of computer vision system based on dual attention mechanism	12
Detection of anomaly in surveillance videos using quantum convolutional neural networks	12
Dense open-set recognition based on training with noisy negative images	12
A novel co-attention computation block for deep learning based image co-segmentation	12
Multimodal assessment of apparent personality using feature attention and error consistency constraint	12
Novel features for art movement classification of portrait paintings	12
CrossFusion net: Deep 3D object detection based on RGB images and point clouds in autonomous driving	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
Explaining VQA predictions using visual grounding and a knowledge base	12
Combining complementary trackers for enhanced long-term visual object tracking	12
Feature based video stabilization based on boosted HAAR Cascade and representative point matching algorithm	12
Cancelable Iris template generation by aggregating patch level ordinal relations with its holistically extended performance and security analysis	12
Using synthetic data for person tracking under adverse weather conditions	11
A study on attention-based LSTM for abnormal behavior recognition with variable pooling	11
Face mask detection using deep convolutional neural network and multi-stage image processing	11
Spatiotemporal module for video saliency prediction based on self-attention	11
Double anchor embedding for accurate multi-person 2D pose estimation	11
Dense graph convolutional neural networks on 3D meshes for 3D object segmentation and classification	11
Joint detection and tracking in videos with identification features	10
Deep hybrid learning for facial expression binary classifications and predictions	10
Image captioning via proximal policy optimization	10
Viewpoint constrained and unconstrained Cricket stroke localization from untrimmed videos	10
Multistage temporal convolution transformer for action segmentation	10
A motion model based on recurrent neural networks for visual object tracking	10
Gender based face aging with cycle-consistent adversarial networks	10
Few-shot object detection via baby learning	10
E2E-VSDL: End-to-end video surveillance-based deep learning model to detect and prevent criminal activities	10
How robust are discriminatively trained zero-shot learning models?	10
Interactive multi-scale feature representation enhancement for small object detection	10
Co-occurrence of deep convolutional features for image search	10
Detection of panoramic vision pedestrian based on deep learning	10
Point cloud classification with deep normalized Reeb graph convolution	10
Edge supervision and multi-scale cost volume for stereo matching	10
Transformer models for enhancing AttnGAN based text to image generation	10
Video prediction by efficient transformers	10
Pose-guided counterfactual inference for occluded person re-identification	9
Towards generalized morphing attack detection by learning residuals	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
Dual-branch adaptive attention transformer for occluded person re-identification	9
Does explainable machine learning uncover the black box in vision applications?	9
ASPset: An outdoor sports pose video dataset with 3D keypoint annotations	9
Handcrafted localized phase features for human action recognition	9
PDA: Proxy-based domain adaptation for few-shot image recognition	9
Demographic classification through pupil analysis	9

Emotion detection and face recognition of drivers in autonomous vehicles in IoT platform	9
Tracking fiducial markers with discriminative correlation filters	9
Multimodal emotion recognition using cross modal audio-video fusion with attention and deep metric learning	9
MDCS with fully encoding the information of local shape description for 3D Rigid Data matching	8
A pooling-based feature pyramid network for salient object detection	8
Short-term anchor linking and long-term self-guided attention for video object detection	8
Omnidirectional stereo depth estimation based on spherical deep network	8
Tackling multiple object tracking with complicated motions — Re-designing the integration of motion and appearance	8
SiaTrans: Siamese transformer network for RGB-D salient object detection with depth image classification	8
Activity guided multi-scales collaboration based on scaled-CNN for saliency prediction	8
Video-based person re-identification by intra-frame and inter-frame graph neural network	8
Knowledge distillation methods for efficient unsupervised adaptation across multiple domains	8
Whether normalized or not? Towards more robust iris recognition using dynamic programming	8
Edge-aware salient object detection network via context guidance	8
A Tibetan Thangka data set and relative tasks	8
H-net: Unsupervised domain adaptation person re-identification network based on hierarchy	8
Intelligent facial expression recognition and classification using optimal deep transfer learning model	8
Real-time gait biometrics for surveillance applications: A review	8
Lightweight boundary refinement module based on point supervision for semantic segmentation	8
Boundary graph convolutional network for temporal action detection	8
A novel micro-expression detection algorithm based on BERT and 3DCNN	8
Continual coarse-to-fine domain adaptation in semantic segmentation	8
Texture classification-based feature processing for violence-based anomaly detection in crowded environments	8
View knowledge transfer network for multi-view action recognition	8
RAMT-GAN: Realistic and accurate makeup transfer with generative adversarial network	8
Crowd density detection method based on crowd gathering mode and multi-column convolutional neural network	8
Camera pose estimation in multi-view environments: From virtual scenarios to the real world	8
Adversarial sliced Wasserstein domain adaptation networks	8
Triangulate geometric constraint combined with visual-flow fusion network for accurate 6DoF pose estimation	8
Generating facial expression adversarial examples based on saliency map	8
Clothing generation by multi-modal embedding: A compatibility matrix-regularized GAN model	8
Cross-modal feature extraction and integration based RGBD saliency detection	8
Improving eye movement biometrics in low frame rate eye-tracking devices using periocular and eye blinking features	8
Single stage architecture for improved accuracy real-time object detection on mobile devices	8
Context-based image explanations for deep neural networks	8
Geometry consistency aware confidence evaluation for feature matching	8
Adaptive weight based on overlapping blocks network for facial expression recognition	8
A survey on computer vision based human analysis in the COVID-19 era	7
Single-shot cuboids: Geodesics-based end-to-end Manhattan aligned layout estimation from spherical panoramas	7
Spatial temporal and channel aware network for video-based person re-identification	7
Advances in deep learning-based image recognition of product packaging	7
Flow guided mutual attention for person re-identification	7
Multi parallel U-net encoder network for effective polyp image segmentation	7
Learning visual variation for object recognition	7
Depth-guided saliency detection via boundary information	7
Human object interaction detection: Design and survey	7
Deep domain adaptation with ordinal regression for pain assessment using weakly-labeled videos	7
R2Net: Residual refinement network for salient object detection	7
Multimodal image fusion based on point-wise mutual information	7
Single image dehazing using extended local dark channel prior	7
Multi-source material image optimized selection based multi-option composition	7
Few-shot personalized saliency prediction using meta-learning	7
Distinguishing foreground and background alignment for unsupervised domain adaptative semantic segmentation	7
Aligning vision-language for graph inference in visual dialog	7
LP-GAN: Learning perturbations based on generative adversarial networks for point cloud adversarial attacks	7
Learning an augmentation strategy for sparse datasets	7
Batch feature standardization network with triplet loss for weakly-supervised video anomaly detection	7
VQA as a factoid question answering problem: A novel approach for knowledge-aware and explainable visual question answering	6
Grassmann manifold based framework for automated fall detection from a camera	6
GIFSL - grafting based improved few-shot learning	6
Cuepervision: self-supervised learning for continuous domain adaptation without catastrophic forgetting	6
ScPnP: A non-iterative scale compensation solution for PnP problems	6
Progressive ShallowNet for large scale dynamic and spontaneous facial behaviour analysis in children	6
Reinforced pedestrian attribute recognition with group optimization reward	6
Engagement detection and enhancement for STEM education through computer vision, augmented reality, and haptics	6
ArCo: Attention-reinforced transformer with contrastive learning for image captioning	6
Double cross-modality progressively guided network for RGB-D salient object detection	6
Person re-identification: A taxonomic survey and the path ahead	6
Bias alleviating generative adversarial network for generalized zero-shot classification	6
Faster and finer pose estimation for multiple instance objects in a single RGB image	6
Modeling graph-structured contexts for image captioning	6
Monocular contextual constraint for stereo matching with adaptive weights assignment	6
Non-local attention association scheme for online multi-object tracking	6
Learning rebalanced human parsing model from imbalanced datasets	6
Local information fusion network for 3D shape classification and retrieval	6
Dual guidance enhanced network for light field salient object detection	6
Building NAS: Automatic designation of efficient neural architectures for building extraction in high-resolution aerial images	6
AGA-GAN: Attribute Guided Attention Generative Adversarial Network with U-Net for face hallucination	6
Cross-view action recognition with small-scale datasets	6
Geometric feature statistics histogram for both real-valued and binary feature representations of 3D local shape	6
Enhancing single-view 3D mesh reconstruction with the aid of implicit surface learning	6
Multi–feature fusion tracking algorithm based on peak–context learning	6
Joint patch and instance discrimination learning for unsupervised person re-identification	6
Multi-view self-supervised learning for 3D facial texture reconstruction from single image	6
A dynamic keypoint selection network for 6DoF pose estimation	5
Multi-scale interaction transformer for temporal action proposal generation	5
2D progressive fusion module for action recognition	5
Attention-guided aggregation stereo matching network	5
Task-based parameter isolation for foreground segmentation without catastrophic forgetting using multi-scale region and edges fusion network	5
Online-adaptive classification and regression network with sample-efficient meta learning for long-term tracking	5
Special issue on role of computer vision in smart cities	5
Feature fusion for object detection at one map	5
You look so different! Haven’t I seen you a long time ago?	5
Collaborative knowledge distillation for incomplete multi-view action prediction	5
Accurate and efficient salient object detection via position prior attention	5