Computer Vision and Image Understanding

Article	Citations
Skeleton-based action recognition via spatial and temporal transformer networks	143
Deep 3D human pose estimation: A review	138
Video anomaly detection and localization via Gaussian Mixture Fully Convolutional Variational Autoencoder	126
Pyramid Channel-based Feature Attention Network for image dehazing	109
Deep learning for deepfakes creation and detection: A survey	96
Pros and cons of GAN evaluation measures: New developments	88
A review of 3D human pose estimation algorithms for markerless motion capture	79
TCLR: Temporal contrastive learning for video representation	66
Fake face detection via adaptive manipulation traces extraction network	66
Infrared and visible image fusion via gradientlet filter	50
A comprehensive review of past and present image inpainting methods	48
Single-image deblurring with neural networks: A comparative survey	47
CUFD: An encoder–decoder network for visible and infrared image fusion based on common and unique feature decomposition	46
High-level prior-based loss functions for medical image segmentation: A survey	45
Knowledge distillation for incremental learning in semantic segmentation	45
Age estimation from faces using deep learning: A comparative analysis	37
Nighttime image dehazing based on Retinex and dark channel prior using Taylor series expansion	36
Visual complexity analysis using deep intermediate-layer features	36
Human action recognition in drone videos using a few aerial training examples	33
Multi-focus image fusion approach based on CNP systems in NSCT domain	33
Visual object tracking: A survey	31
Learning deep edge prior for image denoising	30
Adversarial examples for replay attacks against CNN-based face recognition with anti-spoofing capability	29
Detection of Face Recognition Adversarial Attacks	29
A survey on bias in visual datasets	28

Curriculum self-paced learning for cross-domain object detection	28
End-to-end deep learning-based fringe projection framework for 3D profiling of objects	27
The synergy of double attention: Combine sentence-level and word-level attention for image captioning	25
Video Deblurring via Spatiotemporal Pyramid Network and Adversarial Gradient Prior	25
MTRNet++: One-stage mask-based scene text eraser	24
Detail preserving image denoising with patch-based structure similarity via sparse representation and SVD	23
ICycleGAN: Single image dehazing based on iterative dehazing model and CycleGAN	23
Predicting the future from first person (egocentric) vision: A survey	22
SSDA-YOLO: Semi-supervised domain adaptive YOLO for cross-domain object detection	22
Decoupled appearance and motion learning for efficient anomaly detection in surveillance video	22
Enhanced discriminative graph convolutional network with adaptive temporal modelling for skeleton-based action recognition	21
Ghost Removal via Channel Attention in Exposure Fusion	21
Uncertainty-aware consistency regularization for cross-domain semantic segmentation	20
SSMTL++: Revisiting self-supervised multi-task learning for video anomaly detection	20
Multi-scale attention network for image inpainting	19
Deep structural information fusion for 3D object detection on LiDAR–camera system	19
Person re-identification with part prediction alignment	18
Multimodal attention networks for low-level vision-and-language navigation	18
Hyperspectral image restoration via CNN denoiser prior regularized low-rank tensor recovery	16
Pruning CNN filters via quantifying the importance of deep visual representations	16
Efficient dual attention SlowFast networks for video action recognition	16
An attention recurrent model for human cooperation detection	15
Sejong face database: A multi-modal disguise face database	15
Automatic detection and localization of thighbone fractures in X-ray based on improved deep learning method	15
JSNet: A simulation network of JPEG lossy compression and restoration for robust image watermarking against JPEG attack	15
Real-time and accurate object detection in compressed video by long short-term feature aggregation	15
Evaluate and improve the quality of neural style transfer	15
Residual network with detail perception loss for single image super-resolution	14
Task dependent deep LDA pruning of neural networks	14
Deep learning-based single image face depth data enhancement	14
Scalable learning for bridging the species gap in image-based plant phenotyping	14
Image dehazing based on a transmission fusion strategy by automatic image matting	14
Joint identification–verification for person re-identification: A four stream deep learning approach with improved quartet loss function	14
Attentive deep network for blind motion deblurring on dynamic scenes	14
Video action detection by learning graph-based spatio-temporal interactions	14
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data	14
Representation learning of image composition for aesthetic prediction	14
Product image recognition with guidance learning and noisy supervision	13
Adaptive CNN filter pruning using global importance metric	13
Fully convolutional online tracking	13
MC-Calib: A generic and robust calibration toolbox for multi-camera systems	12
AC-VRNN: Attentive Conditional-VRNN for multi-future trajectory prediction	12
Few-shot action recognition with implicit temporal alignment and pair similarity optimization	12
Light-weight shadow detection via GCN-based annotation strategy and knowledge distillation	12
Embedding group and obstacle information in LSTM networks for human trajectory prediction in crowded scenes	12
A survey on RGB-D datasets	12
Animal pose estimation: A closer look at the state-of-the-art, existing gaps and opportunities	12
Robust real-world point cloud registration by inlier detection	12
A novel shape matching descriptor for real-time static hand gesture recognition	12
Cross-modal distillation for RGB-depth person re-identification	12

Momental directional patterns for dynamic texture recognition	12
Encoder and decoder network with ResNet-50 and global average feature pooling for local change detection	11
Facial landmarks localization using cascaded neural networks	11
Comprehensive comparative evaluation of background subtraction algorithms in open sea environments	11
Physics-based shading reconstruction for intrinsic image decomposition	11
SID: Incremental learning for anchor-free object detection via Selective and Inter-related Distillation	11
Unifying frame rate and temporal dilations for improved remote pulse detection	11
Frame-level refinement networks for skeleton-based gait recognition	11
A data augmentation framework by mining structured features for fake face image detection	10
Multi-modal semantic image segmentation	10
Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems	10
A multi-view-CNN framework for deep representation learning in image classification	10
Single image rain removal via multi-module deep grid network	10
Lightweight adaptive weighted network for single image super-resolution	10
Image retrieval with mixed initiative and multimodal feedback	10
Intelligent video analysis: A Pedestrian trajectory extraction method for the whole indoor space without blind areas	10
MFMAM: Image inpainting via multi-scale feature module with attention module	9
Learning to locate for fine-grained image recognition	9
Periocular biometrics and its relevance to partially masked faces: A survey	9
Casting a BAIT for offline and online source-free domain adaptation	9
Self-supervised on-line cumulative learning from video streams	9
Facial landmark points detection using knowledge distillation-based neural networks	9
Accurate MR image super-resolution via lightweight lateral inhibition network	9
Visual BMI estimation from face images using a label distribution based method	9
Multi-human Fall Detection and Localization in Videos	8
BacklitNet: A dataset and network for backlit image enhancement	8
When CNNs meet random RNNs: Towards multi-level analysis for RGB-D object and scene recognition	8
Rotation invariant features based on three dimensional Gaussian Markov random fields for volumetric texture classification	8
Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts	8
Rolling-Shutter-stereo-aware motion estimation and image correction	8
Monocular 3D multi-person pose estimation via predicting factorized correction factors	8
Context understanding in computer vision: A survey	8
Video scene parsing: An overview of deep learning methods and datasets	7
FIFNET: A convolutional neural network for motion-based multiframe super-resolution using fusion of interpolated frames	7
Adversarial feature distribution alignment for semi-supervised learning	7
Open cross-domain visual search	7
Self-attentive 3D human pose and shape estimation from videos	7
HSGAN: Reducing mode collapse in GANs by the latent code distance of homogeneous samples	7
Unsupervised sound localization via iterative contrastive learning	7
Detecting abnormality with separated foreground and background: Mutual Generative Adversarial Networks for video abnormal event detection	7
MTCD: Cataract detection via near infrared eye images	7
Model-image registration of a building’s facade based on dense semantic segmentation	7
On the exact recovery conditions of 3D human motion from 2D landmark motion with sparse articulated motion	7
Adaptive Capsule Network	7
Learning transformer-based attention region with multiple scales for occluded person re-identification	7
Anti-jamming heart rate estimation using a spatial–temporal fusion network	7
A comparison of methods for 3D scene shape retrieval	7
Pointly-supervised scene parsing with uncertainty mixture	6
Diff attention: A novel attention scheme for person re-identification	6
Weakly supervised instance segmentation using multi-prior fusion	6
Multi-perspective cross-class domain adaptation for open logo detection	6
Multi-person 3D pose estimation from a single image captured by a fisheye camera	6
Anchor pruning for object detection	6
Spatial location constraint prototype loss for open set recognition	6
LSTM guided ensemble correlation filter tracking with appearance model pool	6
Zero-shot sketch-based image retrieval with structure-aware asymmetric disentanglement	6
Are 3D convolutional networks inherently biased towards appearance?	6
Human skeletons and change detection for efficient violence detection in surveillance videos	6
Classifier-agnostic saliency map extraction	6
MetaVD: A Meta Video Dataset for enhancing human action recognition datasets	6
Camouflaged object detection via Neighbor Connection and Hierarchical Information Transfer	6
LiDARTouch: Monocular metric depth estimation with a few-beam LiDAR	6
E-ProSRNet: An enhanced progressive single image super-resolution approach	6
Snow Mask Guided Adaptive Residual Network for Image Snow Removal	6
Video frame interpolation via down–up scale generative adversarial networks	6
Semantic segmentation from remote sensor data and the exploitation of latent learning for classification of auxiliary tasks	6
Stacked Capsule Graph Autoencoders for geometry-aware 3D head pose estimation	5
NCMS: Towards accurate anchor free object detection through ℓ	5
Color edge preserving image colorization with a coupled natural vectorial total variation	5
Learning to teach and learn for semi-supervised few-shot image classification	5
FRIDA — Generative feature replay for incremental domain adaptation	5
DenseNet-CTC: An end-to-end RNN-free architecture for context-free string recognition	5
Reliable shot identification for complex event detection via visual-semantic embedding	5
Unsupervised face frontalization using disentangled representation-learning CycleGAN	5
BasicTAD: An astounding RGB-Only baseline for temporal action detection	5
An asymmetrical-structure auto-encoder for unsupervised representation learning of skeleton sequences	5
One-class anomaly detection via novelty normalization	5
Fine-grained facial landmark detection exploiting intermediate feature representations	5
Low-light image enhancement by deep learning network for improved illumination map	5
A semantically driven self-supervised algorithm for detecting anomalies in image sets	5

3D semantic segmentation based on spatial-aware convolution and shape completion for augmented reality applications	5
Co-segmentation inspired attention module for video-based computer vision tasks	5
Refining high-frequencies for sharper super-resolution and deblurring	5
Weakly supervised fine-grained image classification via two-level attention activation model	5
TMF: Temporal Motion and Fusion for action recognition	5
Pick-Object-Attack: Type-specific adversarial attack for object detection	5
Dissected 3D CNNs: Temporal skip connections for efficient online video processing	5
Diversified text-to-image generation via deep mutual information estimation	5
Prediction and Description of Near-Future Activities in Video	5
TransRPN: Towards the Transferable Adversarial Perturbations using Region Proposal Networks and Beyond	5
Single image super-resolution via hybrid resolution NSST prediction	5
Feature reconstruction and metric based network for few-shot object detection	5
Video captioning: A comparative review of where we are and which could be the route	5
STURE: Spatial–Temporal Mutual Representation Learning for robust data association in online multi-object tracking	5
Learning to combine the modalities of language and video for temporal moment localization	5
Infrared and visible image fusion using a guiding network to leverage perceptual similarity	5
Learning representational invariances for data-efficient action recognition	5
Dynamic mode decomposition via convolutional autoencoders for dynamics modeling in videos	5
SAPS: Self-Attentive Pathway Search for weakly-supervised action localization with background-action augmentation	5
SnapshotNet: Self-supervised feature learning for point cloud data segmentation using minimal labeled data	5