Computer Vision and Image Understanding

Article	Citations
Editorial Board	285
Editorial Board	272
Editorial Board	225
Editorial Board	142
Improving the planarity and sharpness of monocularly estimated depth images using the Phong reflection model	103
Editorial Board	103
Exploring using jigsaw puzzles for out-of-distribution detection	87
Feature reconstruction and metric based network for few-shot object detection	84
Siamese self-supervised learning for fine-grained visual classification	83
Luminance prior guided Low-Light 4C catenary image enhancement	72
Robust Teacher: Self-correcting pseudo-label-guided semi-supervised learning for object detection	71
3D semantic segmentation based on spatial-aware convolution and shape completion for augmented reality applications	69
Exploring the differences in adversarial robustness between ViT- and CNN-based models using novel metrics	49
Decoupled appearance and motion learning for efficient anomaly detection in surveillance video	46
Emerging image generation with flexible control of perceived difficulty	42
Extending function mixture network for improved spectral super-resolution	39
CRML-Net: Cross-Modal Reasoning and Multi-Task Learning Network for tooth image segmentation	39
Modality adaptation via feature difference learning for depth human parsing	34
Deducing health cues from biometric data	34
Lightweight feature point detection network with channel enhancement	34
Convolutional neural network framework for deepfake detection: A diffusion-based approach	33
MATTE: Multi-task multi-scale attention	33
Twin-SegNet: Dynamically coupled complementary segmentation networks for generalized medical image segmentation	32
Efficient cross-information fusion decoder for semantic segmentation	32
RetSeg3D: Retention-based 3D semantic segmentation for autonomous driving	31

Editorial Board	29
Implicit and explicit commonsense for multi-sentence video captioning	28
View-aligned pixel-level feature aggregation for 3D shape classification	28
Syntactically and semantically enhanced captioning network via hybrid attention and POS tagging prompt	28
Editorial Board	28
Adaptive CNN filter pruning using global importance metric	28
RelFormer: Advancing contextual relations for transformer-based dense captioning	27
Reverse Stable Diffusion: What prompt was used to generate this image?	27
Feature preserving 3D mesh denoising with a Dense Local Graph Neural Network	27
Robust detection of dehazed images via dual-stream CNNs with adaptive feature fusion	27
SIERRA: A robust bilateral feature upsampler for dense prediction	26
Embedding AI ethics into the design and use of computer vision technology for consumer’s behaviour understanding	25
Hi-ROS: Open-source multi-camera sensor fusion for real-time people tracking	25
Towards efficient image and video style transfer via distillation and learnable feature transformation	23
3D object feature extraction and classification using 3D MF-DFA	23
Editorial Board	23
Improved Short-term Dense Bottleneck network for efficient scene analysis	23
Editorial Board	22
Continuous fake media detection: Adapting deepfake detectors to new generative techniques	22
Attribute-guided Relevance Propagation for interpreting image classifier based on Deep Neural Networks	22
Unsupervised real image super-resolution via knowledge distillation network	21
Learning spectral transform for 3D human motion prediction	21
Uncertainty estimation using boundary prediction for medical image super-resolution	21
Subspace reconstruction based correlation filter for object tracking	21
TFUT: Task fusion upward transformer model for multi-task learning on dense prediction	20
Hallucinating uncertain motion and future for static image action recognition	20
When super-resolution meets camouflaged object detection: A comparison study	20
Lv-Adapter: Adapting Vision Transformers for Visual Classification with Linear-layers and Vectors	20
Pseudo initialization based Few-Shot Class Incremental Learning	20
Enhanced dual contrast representation learning with cell separation and merging for breast cancer diagnosis	20
Lightning fast video anomaly detection via multi-scale adversarial distillation	19
Self-supervised network for low-light traffic image enhancement based on deep noise and artifacts removal	19
Extensions in channel and class dimensions for attention-based knowledge distillation	18
M3	18
Dissected 3D CNNs: Temporal skip connections for efficient online video processing	18
SSDA-YOLO: Semi-supervised domain adaptive YOLO for cross-domain object detection	18
Enhanced discriminative graph convolutional network with adaptive temporal modelling for skeleton-based action recognition	17
Other tokens matter: Exploring global and local features of Vision Transformers for Object Re-Identification	16
Real-time distributed video analytics for privacy-aware person search	16
Online real-time pedestrian tracking from medium altitude aerial footage with camera motion cancellation	16
Multi-view cognition with path search for one-shot part labeling	16
A multi-view-CNN framework for deep representation learning in image classification	16
CTM: Cross-time temporal module for fine-grained action recognition	15
Semantic-driven diffusion for sign language production with gloss-pose latent spaces alignment	15
Deep parametric Retinex decomposition model for low-light image enhancement	15
Global key knowledge distillation framework	15
Transformed ROIs for capturing visual transformations in videos	15
Multi-dimensional attention-aided transposed ConvBiLSTM network for hyperspectral image super-resolution	15
Hexagonal mesh-based neural rendering for real-time rendering and fast reconstruction	15
Scribble-based complementary graph reasoning network for weakly supervised salient object detection	14

A robust kinship verification scheme using face age transformation	14
SHOWMe: Robust object-agnostic hand-object 3D reconstruction from RGB video	14
Attention-induced semantic and boundary interaction network for camouflaged object detection	13
Ensemble learning-based method for maritime background subtraction in open sea environments	13
The shading isophotes: Model and methods for Lambertian planes and a point light	13
Casting a BAIT for offline and online source-free domain adaptation	13
Editorial Board	13
TCLR: Temporal contrastive learning for video representation	13
Sketch-based 3D shape retrieval via teacher–student learning	13
BasicTAD: An astounding RGB-Only baseline for temporal action detection	13
MASK_LOSS guided non-end-to-end image denoising network based on multi-attention module with bias rectified linear unit and absolute pooling unit	12
MLGPnet: Multi-granularity neural network for 3D shape recognition using pyramid data	12
Learning representational invariances for data-efficient action recognition	12
Extending class activation mapping using Gaussian receptive field	12
Combinational sign language recognition	12
Space–time recurrent memory network	12
Semi-supervised Cycle-GAN for face photo-sketch translation in the wild	12
3D Pose Nowcasting: Forecast the future to improve the present	12
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives	12
Monocular 3D multi-person pose estimation via predicting factorized correction factors	11
Tensor robust PCA with nonconvex and nonlocal regularization	11
VIDF-Net: A Voxel-Image Dynamic Fusion method for 3D object detection	11
Rethink arbitrary style transfer with transformer and contrastive learning	11
Quantifying model uncertainty for semantic segmentation of Fluorine-19 MRI using stochastic gradient MCMC	11
DM-Align: Leveraging the power of natural language instructions to make changes to images	11
α-EGAN:	11
Survey on fast dense video segmentation techniques	11
Dual cross-enhancement network for highly accurate dichotomous image segmentation	10
FAM: Improving columnar vision transformer with feature attention mechanism	10
Local Consistency Guidance: Personalized Stylization Method of Face Video	10
Facial landmark points detection using knowledge distillation-based neural networks	10
Distributed multi-target tracking and active perception with mobile camera networks	10
GSNNet: Group semantic-guided neighbor interaction network for co-salient object detection	10
Deep learning-based estimation of whole-body kinematics from multi-view images	10
FAR-AMTN: Attention Multi-Task Network for Face Attribute Recognition	10
Semantic manipulation through the lens of Geometric Algebra	10
Robust attention ranking architecture with frequency-domain transform to defend against adversarial samples	10
A multi camera unsupervised domain adaptation pipeline for object detection in cultural sites through adversarial learning and self-training	10
An effective CNN and Transformer fusion network for camouflaged object detection	10
Accurate depth image generation via overfit training of point cloud registration using local frame sets	10
LightSOD: Towards lightweight and efficient network for salient object detection	10
EPDiff: Enhancing Prior-guided Diffusion model for Real-world Image Super-Resolution	10
GradPaint: Gradient-guided inpainting with diffusion models	10
STURE: Spatial–Temporal Mutual Representation Learning for robust data association in online multi-object tracking	10
4DHumanOutfit: A multi-subject 4D dataset of human motion sequences in varying outfits exhibiting large displacements	10
To make yourself invisible with Adversarial Semantic Contours	10
Semantically accurate super-resolution Generative Adversarial Networks	9
MetaVD: A Meta Video Dataset for enhancing human action recognition datasets	9
Editorial Board	9
Learning rotation equivalent scene representation from instance-level semantics: A novel top-down perspective	9
Adversarial Style Mixup and Improved Temporal Alignment for Cross-Domain Few-Shot Action Recognition	9
MFCT: Multi-Frequency Cascade Transformers for no-reference SR-IQA	9
Bidirectional brain image translation using transfer learning from generic pre-trained models	9
LocoGAN — Locally convolutional GAN	9
Real-world efficient fall detection: Balancing performance and complexity with FDGA workflow	9
Dehazing cost volume for deep multi-view stereo in scattering media with airlight and scattering coefficient estimation	9
Editorial Board	9
UATST: Towards unpaired arbitrary text-guided style transfer with cross-space modulation	9
Adaptive semantic guidance network for video captioning	9
Joint coupled dictionaries-based visible-infrared image fusion method via texture preservation structure in sparse domain	9
AWADA: Foreground-focused adversarial learning for cross-domain object detection	9
Minimum error adaptive RGB calibration in a context of colorimetric uncertainty for cultural heritage preservation	9
Editorial Board	9
Lifelong visible–infrared person re-identification via replay samples domain-modality-mix reconstruction and cross-domain cognitive network	9
Discriminative object tracking by domain contrast	9
Certifiable algorithms for the two-view planar triangulation problem	9
Adaptive gradients and weight projection based on quantized neural networks for efficient image classification	9
View consistency aware holistic triangulation for 3D human pose estimation	8
Exploring black-box adversarial attacks on Interpretable Deep Learning Systems	8
A distribution independence based method for 3D face shape decomposition	8
Editorial Board	8
Context perturbation: A Consistent alignment approach for Domain Adaptive Semantic Segmentation	8
MDC-Net: Multi-domain constrained kernel estimation network for blind image super resolution	8
Bi-granularity balance learning for long-tailed image classification	8
Periocular biometrics and its relevance to partially masked faces: A survey	8
Editorial Board	8
Self-supervised vision transformers for semantic segmentation	8
On the coherency of quantitative evaluation of visual explanations	8
EFSCNN: Encoded Feature Sphere Convolution Neural Network for fast non-rigid 3D models classification and retrieval	8
Self-supervision & meta-learning for one-shot unsupervised cross-domain detection	8

Editorial Board	8
NeRFtrinsic Four: An end-to-end trainable NeRF jointly optimizing diverse intrinsic and extrinsic camera parameters	8
Underwater image quality evaluation via deep meta-learning: Dataset and objective method	8
An image denoising method based on the nonlinear Schrödinger equation and spectral subband decomposition	7
SASFNet: Soft-edge awareness and spatial-attention feedback deep network for blind image deblurring	7
Opti-CAM: Optimizing saliency maps for interpretability	7
Disentangled generation network for enlarged license plate recognition and a unified dataset	7
Learning key lines for multi-object tracking	7
2.5D visual relationship detection	7
SAPS: Self-Attentive Pathway Search for weakly-supervised action localization with background-action augmentation	7
Lightweight cross-modal transformer for RGB-D salient object detection	7
Bypass network for semantics driven image paragraph captioning	7
Fourier analysis on robustness of graph convolutional neural networks for skeleton-based action recognition	7
Leaf cultivar identification via prototype-enhanced learning	7
MKP-Net: Memory knowledge propagation network for point-supervised temporal action localization in livestreaming	7
Adaptive feature denoising based deep convolutional network for single image super-resolution	7
MAIN: Multi-Attention Instance Network for video segmentation	7
Light-weight shadow detection via GCN-based annotation strategy and knowledge distillation	7
Distribution-aware contrastive learning for domain adaptation in 3D LiDAR segmentation	7
Conditioning diffusion models via attributes and semantic masks for face generation	7
Continual learning on 3D point clouds with random compressed rehearsal	7
Certifiable planar relative pose estimation with gravity prior	7
Modality mixer exploiting complementary information for multi-modal action recognition	7
Human skeletons and change detection for efficient violence detection in surveillance videos	7
Editorial Board	7
CMGNet: Collaborative multi-modal graph network for video captioning	7
Dynamic mode decomposition via convolutional autoencoders for dynamics modeling in videos	7
MAL-Net: Multiscale Attention Link Network for accurate eye center detection	7
Constituent Attention for Vision Transformers	7
Semantic segmentation from remote sensor data and the exploitation of latent learning for classification of auxiliary tasks	7
S2DNet: A self-supervised deraining network using monocular videos	7
Dual adversarial model: Exploring low-dimensional space features for point clouds generating and completing	7
Cascading attention enhancement network for RGB-D indoor scene segmentation	7
Progressive multi-scale fusion network for RGB-D salient object detection	7
Diversified text-to-image generation via deep mutual information estimation	7
A closer look at branch classifiers of multi-exit architectures	7
Blur aware metric depth estimation with multi-focus plenoptic cameras	7
TEMSA:Text enhanced modal representation learning for multimodal sentiment analysis	7
Plug-and-Play video super-resolution using edge-preserving filtering	7
Multi-person 3D pose estimation from a single image captured by a fisheye camera	7
Incorporating degradation estimation in light field spatial super-resolution	7
UUD-Fusion: An unsupervised universal image fusion approach via generative diffusion model	6
RocNet: Recursive octree network for efficient 3D processing	6
Intrinsic image decomposition using physics-based cues and CNNs	6
Brain tumor image segmentation based on shuffle transformer-dynamic convolution and inception dilated convolution	6
RSTC: Residual Swin Transformer Cascade to approximate Taylor expansion for image denoising	6
Multi-domain awareness for compressed deepfake videos detection over social networks guided by common mechanisms between artifacts	6
Invisible backdoor attack with attention and steganography	6
AC-VRNN: Attentive Conditional-VRNN for multi-future trajectory prediction	6
Font transformer for few-shot font generation	6
Cascade transformers with dynamic attention for video question answering	6
Improving rare relation inferring for scene graph generation using bipartite graph network	6
Editorial Board	6
Style transfer with diffusion models for synthetic-to-real domain adaptation	6
Few-shot action recognition with implicit temporal alignment and pair similarity optimization	6
Revisiting coarse-to-fine strategy for low-light image enhancement with deep decomposition guided training	6
Interactive image segmentation based on the appearance model and orientation energy	6
CAFNet: Context aligned fusion for depth completion	6
Editorial Board	6
Weakly supervised fine-grained image classification via two-level attention activation model	6
Local to global purification strategy to realize collaborative camouflaged object detection	6
ParticleAugment: Sampling-based data augmentation	6
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation	6
Visual object tracking: A survey	6
Addressing multiple salient object detection via dual-space long-range dependencies	6
Spatial constraint for efficient semi-supervised video object segmentation	6
Simultaneous image denoising and completion through convolutional sparse representation and nonlocal self-similarity	6
Detecting abnormality with separated foreground and background: Mutual Generative Adversarial Networks for video abnormal event detection	6
BacklitNet: A dataset and network for backlit image enhancement	6
A novel image inpainting method based on a modified Lengyel–Epstein model	6
Uncertainty guided test-time training for face forgery detection	6
Multimodality-guided Visual-Caption Semantic Enhancement	6
A vector quantized masked autoencoder for audiovisual speech emotion recognition	6
Efficient dual attention SlowFast networks for video action recognition	6
Domain adaptive multigranularity proposal network for text detection under extreme traffic scenes	6
Editorial Board	6
A linear method for camera pair self-calibration	6
CUFD: An encoder–decoder network for visible and infrared image fusion based on common and unique feature decomposition	6
Discriminative semantic transitive consistency for cross-modal learning	6
Editorial Board	6
Sparse graph matching network for temporal language localization in videos	6
Re-scoring using image-language similarity for few-shot object detection	6
Towards adversarial robustness verification of no-reference image- and video-quality metrics	5
Adaptive context mining for camouflaged object detection with scribble supervision	5
Multispectral interaction convolutional neural network for pedestrian detection	5
Camouflaged object detection via Neighbor Connection and Hierarchical Information Transfer	5
Siamese Graph Attention Networks for robust visual object tracking	5
Glitch in the matrix: A large scale benchmark for content driven audio–visual forgery detection and localization	5
SPKDB-Net: A Salient-Part Pose Keypoints-Based Dual-Branch Network for repetitive action counting	5
Head pose estimation with uncertainty and an application to dyadic interaction detection	5
Multi-patch multi-scale model for motion deblurring with high-frequency information	5
Progressive scene text erasing with self-supervision	5
MT-DSNet: Mix-mask teacher–student strategies and dual dynamic selection plug-in module for fine-grained image recognition	5
Quaternion-based dynamic mode decomposition for background modeling in color videos	5
Robust visual question answering via semantic cross modal augmentation	5