Computer Vision and Image Understanding

Article	Citations
Fake News Detection Based on BERT Multi-domain and Multi-modal Fusion Network	178
Luminance prior guided Low-Light 4C catenary image enhancement	165
Twin-SegNet: Dynamically coupled complementary segmentation networks for generalized medical image segmentation	161
Estimating 3D body mesh without SMPL annotations via alternating successive convex approximation	161
Periocular biometrics and its relevance to partially masked faces: A survey	102
Target-aware and spatial-spectral discriminant feature joint correlation filters for hyperspectral video object tracking	91
A novel fast combine-and-conquer object detector based on only one-level feature map	78
Knowledge distillation for incremental learning in semantic segmentation	74
Static graph convolution with learned temporal and channel-wise graph topology generation for skeleton-based action recognition	66
FusionDiff: A unified image fusion network based on diffusion probabilistic models	53
De2Net: Under-	52
Improving the planarity and sharpness of monocularly estimated depth images using the Phong reflection model	51
Learning rotation equivalent scene representation from instance-level semantics: A novel top-down perspective	42
GAMA: Geometric analysis based motion-aware architecture for moving object segmentation	42
Editorial Board	42
Precondition and effect reasoning for action recognition	38
MATTE: Multi-task multi-scale attention	38
Editorial Board	37
Efficient multi-stage network with pixel-wise degradation prediction for real-time motion deblurring	36
Lightweight feature point detection network with channel enhancement	33
Editorial Board	28
Trimap-guided feature mining and fusion network for natural image matting	28
Certifiable algorithms for the two-view planar triangulation problem	27
Editorial Board	27
Cost-free adversarial defense: Distance-based optimization for model robustness without adversarial training	25

Sparse coding with morphology segmentation and multi-label fusion for hyperspectral image super-resolution	24
Feature reconstruction and metric based network for few-shot object detection	24
Adaptive gradients and weight projection based on quantized neural networks for efficient image classification	24
Editorial Board	22
MetaVD: A Meta Video Dataset for enhancing human action recognition datasets	21
Streaming egocentric action anticipation: An evaluation scheme and approach	20
Editorial Board	20
Structural reasoning for image-based social relation recognition	20
Online object tracking based interactive attention	20
Editorial Board	20
Multi-view clustering with Laplacian rank constraint based on symmetric and nonnegative low-rank representation	19
Towards explainable deep visual saliency models	19
Efficient 6-DoF camera pose tracking with circular edges	19
Simplifying open-set video domain adaptation with contrastive learning	18
Editorial Board	18
LOFReg: An outlier-based regulariser for deep metric learning	18
Domain generalized federated learning for Person Re-identification	17
On the coherency of quantitative evaluation of visual explanations	17
Dehazing cost volume for deep multi-view stereo in scattering media with airlight and scattering coefficient estimation	17
Feature independent Filter Pruning by Successive Layers analysis	17
Handling new target classes in semantic segmentation with domain adaptation	17
Editorial Board	16
Superclass-aware network for few-shot learning	16
Physics-based shading reconstruction for intrinsic image decomposition	16
Emerging image generation with flexible control of perceived difficulty	15
Editorial Board	15
Exploring using jigsaw puzzles for out-of-distribution detection	15
Feature fine-tuning and attribute representation transformation for zero-shot learning	15
Editorial Board	15
Efficient cross-information fusion decoder for semantic segmentation	14
Real-world efficient fall detection: Balancing performance and complexity with FDGA workflow	14
SdcNet for object recognition	14
Joint coupled dictionaries-based visible-infrared image fusion method via texture preservation structure in sparse domain	14
3DF-FCOS: Small object detection with 3D features based on FCOS	14
Frame-level refinement networks for skeleton-based gait recognition	14
Fréchet AutoEncoder Distance: A new approach for evaluation of Generative Adversarial Networks	14
Deducing health cues from biometric data	14
Self-supervision & meta-learning for one-shot unsupervised cross-domain detection	14
Multi-patch multi-scale model for motion deblurring with high-frequency information	13
Minimum error adaptive RGB calibration in a context of colorimetric uncertainty for cultural heritage preservation	13
Editorial Board	13
Image amodal completion: A survey	12
Collaborative three-stream transformers for video captioning	12
Robust Teacher: Self-correcting pseudo-label-guided semi-supervised learning for object detection	11
Anti-jamming heart rate estimation using a spatial–temporal fusion network	11
LocoGAN — Locally convolutional GAN	11
Siamese self-supervised learning for fine-grained visual classification	11
Weakly supervised action segmentation with effective use of attention and self-attention	11
Instance-level salient object segmentation	10
DHBSR: A deep hybrid representation-based network for blind image super resolution	10

Modality adaptation via feature difference learning for depth human parsing	10
Discriminative object tracking by domain contrast	10
Skeleton Cluster Tracking for robust multi-view multi-person 3D human pose estimation	10
FedER: Federated Learning through Experience Replay and privacy-preserving data synthesis	10
Grow-push-prune: Aligning deep discriminants for effective structural network compression	10
Editorial Board	10
Robust real-world point cloud registration by inlier detection	10
AdvFAS: A robust face anti-spoofing framework against adversarial examples	10
Learning to teach and learn for semi-supervised few-shot image classification	10
MFCT: Multi-Frequency Cascade Transformers for no-reference SR-IQA	9
CT-VOS: Cutout prediction and tagging for self-supervised video object segmentation	9
An egocentric video and eye-tracking dataset for visual search in convenience stores	9
Confidence sharing adaptation for out-of-domain human pose and shape estimation	9
Dual cross perception network with texture and boundary guidance for camouflaged object detection	9
MDC-Net: Multi-domain constrained kernel estimation network for blind image super resolution	9
EFSCNN: Encoded Feature Sphere Convolution Neural Network for fast non-rigid 3D models classification and retrieval	9
Bidirectional brain image translation using transfer learning from generic pre-trained models	9
View consistency aware holistic triangulation for 3D human pose estimation	9
Deep video compression based on Long-range Temporal Context Learning	8
Semantically accurate super-resolution Generative Adversarial Networks	8
Exploring the differences in adversarial robustness between ViT- and CNN-based models using novel metrics	8
3D semantic segmentation based on spatial-aware convolution and shape completion for augmented reality applications	8
Decoupled appearance and motion learning for efficient anomaly detection in surveillance video	8
SCA-Net: Spatial and channel attention-based network for 3D point clouds	8
Anchor pruning for object detection	8
SimpleCut: A simple and strong 2D model for multi-person pose estimation	8
RFCNet: Enhancing urban segmentation using regularization, fusion, and completion	8
Improved high dynamic range imaging using multi-scale feature flows balanced between task-orientedness and accuracy	8
A review of 3D human pose estimation algorithms for markerless motion capture	8
Scene adaptive mechanism for action recognition	8
End-to-end pedestrian trajectory prediction via Efficient Multi-modal Predictors	8
Extending function mixture network for improved spectral super-resolution	8
Targeted adversarial attack on classic vision pipelines	7
Seam estimation based on dense matching for parallax-tolerant image stitching	7
CRML-Net: Cross-Modal Reasoning and Multi-Task Learning Network for tooth image segmentation	7
A fast differential network with adaptive reference sample for gaze estimation	7
FTM: The Face Truth Machine—Hand-crafted features from micro-expressions to support lie detection	7
Local optimization cropping and boundary enhancement for end-to-end weakly-supervised segmentation network	7
Facial landmarks localization using cascaded neural networks	7
Dual stage semantic information based generative adversarial network for image super-resolution	7
M-adapter: Multi-level image-to-video adaptation for video action recognition	7
Delving into CLIP latent space for Video Anomaly Recognition	7
3D scene generation for zero-shot learning using ChatGPT guided language prompts	7
AWADA: Foreground-focused adversarial learning for cross-domain object detection	7
An unsupervised multi-focus image fusion method via dual-channel convolutional network and discriminator	7
Multi-Scale Adaptive Skeleton Transformer for action recognition	7
RetSeg3D: Retention-based 3D semantic segmentation for autonomous driving	7
PMGNet: Disentanglement and entanglement benefit mutually for compositional zero-shot learning	7
Spatial attention for human-centric visual understanding: An Information Bottleneck method	7
Enhancing image-based facial expression recognition through muscle activation-based facial feature extraction	6
Empirical study on using adapters for debiased Visual Question Answering	6
Single-image deblurring with neural networks: A comparative survey	6
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval	6
Full-body virtual try-on using top and bottom garments with wearing style control	6
Incorporating structural prior for depth regularization in shape from focus	6
AFA-Net: Adaptive Feature Attention Network in image deblurring and super-resolution for improving license plate recognition	6
PPformer: Using pixel-wise and patch-wise cross-attention for low-light image enhancement	6
Unifying frame rate and temporal dilations for improved remote pulse detection	6
Evaluate and improve the quality of neural style transfer	6
Rolling-Shutter-stereo-aware motion estimation and image correction	6
Multi-label image classification using adaptive graph convolutional networks: From a single domain to multiple domains	6
Embedding AI ethics into the design and use of computer vision technology for consumer’s behaviour understanding	6
Rebalanced supervised contrastive learning with prototypes for long-tailed visual recognition	6
UATST: Towards unpaired arbitrary text-guided style transfer with cross-space modulation	6
Low-budget label query through domain alignment enforcement	6
Editorial Board	6
Curriculum self-paced learning for cross-domain object detection	6
End-to-end weakly-supervised single-stage multiple 3D hand mesh reconstruction from a single RGB image	6
Deep learning-based single image face depth data enhancement	6
Implicit and explicit commonsense for multi-sentence video captioning	6
Deep-STaR: Classification of image time series based on spatio-temporal representations	6
Adaptive semantic guidance network for video captioning	6
Semantic-preserved point-based human avatar	6
MAL-Net: Multiscale Attention Link Network for accurate eye center detection	6
Cross-domain fashion cloth retrieval via novel attention-guided cascade neural network and clothing parsing	5
RelFormer: Advancing contextual relations for transformer-based dense captioning	5
Enhanced local distribution learning for real image super-resolution	5
Video frame interpolation via down–up scale generative adversarial networks	5
Deep structural information fusion for 3D object detection on LiDAR–camera system	5
Editorial Board	5

Action assessment in rehabilitation: Leveraging machine learning and vision-based analysis	5
Building extraction from remote sensing images with deep learning: A survey on vision techniques	5
3D detection transformer: Set prediction of objects using point clouds	5
As-Global-As-Possible stereo matching with Sparse Depth Measurement Fusion	5
Improved domain adaptive object detector via adversarial feature learning	5
Indoor Synthetic Data Generation: A Systematic Review	5
Multi-perspective cross-class domain adaptation for open logo detection	5
Nonlocal Gaussian scale mixture modeling for hyperspectral image denoising	5
Self-supervised vision transformers for semantic segmentation	5
Prediction and Description of Near-Future Activities in Video	5
CMGNet: Collaborative multi-modal graph network for video captioning	5
Multi-person 3D pose estimation from a single image captured by a fisheye camera	5
A semantically driven self-supervised algorithm for detecting anomalies in image sets	5
Adversarial composite prediction of normal video dynamics for anomaly detection	5
RS3Lip: Consis	5
Lmser-pix2seq: Learning stable sketch representations for sketch healing	4
A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-Identification	4
Single image super-resolution via hybrid resolution NSST prediction	4
Editorial Board	4
Image retrieval with mixed initiative and multimodal feedback	4
Constituent Attention for Vision Transformers	4
Semantic segmentation from remote sensor data and the exploitation of latent learning for classification of auxiliary tasks	4
Editorial Board	4
MERLIN-Seg: Self-supervised despeckling for label-efficient semantic segmentation	4
Cutout with patch-loss augmentation for improving generative adversarial networks against instability	4
Editorial Board	4
Editorial Board	4
A new deep CNN for 3D text localization in the wild through shadow removal	4
Improved Short-term Dense Bottleneck network for efficient scene analysis	4
Editorial Board	4
SIERRA: A robust bilateral feature upsampler for dense prediction	4
MAIN: Multi-Attention Instance Network for video segmentation	4
Improving the robustness of adversarial attacks using an affine-invariant gradient estimator	4
Disentangled generation network for enlarged license plate recognition and a unified dataset	4
A distribution independence based method for 3D face shape decomposition	4
GAFL: Global adaptive filtering layer for computer vision	4
Class knowledge overlay to visual feature learning for zero-shot image classification	4
LKDA-GAN: Cross-modality image synthesis via Generative Adversarial Network aggregating large kernel decomposable attention bottleneck block	4
A closer look at branch classifiers of multi-exit architectures	4
TransRPN: Towards the Transferable Adversarial Perturbations using Region Proposal Networks and Beyond	4
3D object feature extraction and classification using 3D MF-DFA	4
High frame rate optical flow estimation from event sensors via intensity estimation	4
Unsupervised domain adaptation for semantic segmentation via cross-region alignment	4
Hierarchical image peeling: A flexible scale-space filtering framework	4
Feature preserving 3D mesh denoising with a Dense Local Graph Neural Network	3
Advancing Image Generation with Denoising Diffusion Probabilistic Model and ConvNeXt-V2: A novel approach for enhanced diversity and quality	3
Enhanced local multi-windows attention network for lightweight image super-resolution	3
ARCTIC: A knowledge distillation approach via attention-based relation matching and activation region constraint for RGB-to-Infrared videos action recognition	3
Editorial Board	3
TECD_Attention: Texture-enhanced and cross-domain attention modeling for visual place recognition	3
Multi-focus image fusion approach based on CNP systems in NSCT domain	3
Stacked Capsule Graph Autoencoders for geometry-aware 3D head pose estimation	3
Opti-CAM: Optimizing saliency maps for interpretability	3
Model-based inexact graph matching on top of DNNs for semantic scene understanding	3
ICycleGAN: Single image dehazing based on iterative dehazing model and CycleGAN	3
Spatial attention inference model for cascaded siamese tracking with dynamic residual update strategy	3
Fourier analysis on robustness of graph convolutional neural networks for skeleton-based action recognition	3
On the inductive biases of deep domain adaptation	3
PGF-BIQA: Blind image quality assessment via probability multi-grained cascade forest	3
Improving semantic video retrieval models by training with a relevance-aware online mining strategy	3
Low-light image enhancement by deep learning network for improved illumination map	3
A comprehensive review of past and present image inpainting methods	3
MKP-Net: Memory knowledge propagation network for point-supervised temporal action localization in livestreaming	3
Human skeletons and change detection for efficient violence detection in surveillance videos	3
Multi-timescale boosting for efficient and improved event camera face pose alignment	3
Towards efficient image and video style transfer via distillation and learnable feature transformation	3
LLAFN-Generator: Learnable linear-attention with fast-normalization for large-scale image captioning	3
Certifiable planar relative pose estimation with gravity prior	3
Audio–visual deepfake detection using articulatory representation learning	3
Sejong face database: A multi-modal disguise face database	3
Adaptive feature denoising based deep convolutional network for single image super-resolution	3
Identity-preserving editing of multiple facial attributes by learning global edit directions and local adjustments	3
Learning geodesic-aware local features from RGB-D images	3
Memory-efficient multi-scale residual dense network for single image rain removal	3
Light-weight shadow detection via GCN-based annotation strategy and knowledge distillation	3
Bridging the gap between object detection in close-up and high-resolution wide shots	3
Adaptive semantic transfer network for unsupervised 2D image-based 3D model retrieval	3
Robust detection of dehazed images via dual-stream CNNs with adaptive feature fusion	3
Fake face detection via adaptive manipulation traces extraction network	3
Adaptive CNN filter pruning using global importance metric	3
Margin-based discriminant embedding guided sparse matrix regression for image supervised feature selection	3
SANet: Selective Aggregation Network for unsupervised object re-identification	3
Snow Mask Guided Adaptive Residual Network for Image Snow Removal	3
Frequency aware face hallucination generative adversarial network with semantic structural constraint	3
An image denoising method based on the nonlinear Schrödinger equation and spectral subband decomposition	3
Deep unsupervised shadow detection with curriculum learning and self-training	3
CPNet: Continuity Preservation Network for infrared video colorization	3
Hi-ROS: Open-source multi-camera sensor fusion for real-time people tracking	3
SlowFastFormer for 3D human pose estimation	3
The MSR-Video to Text dataset with clean annotations	3
Text to image synthesis with multi-granularity feature aware enhancement Generative Adversarial Networks	3
View-aligned pixel-level feature aggregation for 3D shape classification	3
MoMa: Skinned motion retargeting using masked pose modeling	3
Recurrent context-aware multi-stage network for single image deraining	3
Estimating the vertical direction in a photogrammetric 3D model, with application to visualization	3