Computer Vision and Image Understanding

Article	Citations
Editorial Board	264
Editorial Board	235
Editorial Board	211
Editorial Board	204
Editorial Board	136
Improving the planarity and sharpness of monocularly estimated depth images using the Phong reflection model	98
Exploring using jigsaw puzzles for out-of-distribution detection	93
Feature reconstruction and metric based network for few-shot object detection	78
RetSeg3D: Retention-based 3D semantic segmentation for autonomous driving	75
Luminance prior guided Low-Light 4C catenary image enhancement	71
Exploring the differences in adversarial robustness between ViT- and CNN-based models using novel metrics	63
Robust Teacher: Self-correcting pseudo-label-guided semi-supervised learning for object detection	63
Emerging image generation with flexible control of perceived difficulty	60
3D semantic segmentation based on spatial-aware convolution and shape completion for augmented reality applications	48
Decoupled appearance and motion learning for efficient anomaly detection in surveillance video	43
CRML-Net: Cross-Modal Reasoning and Multi-Task Learning Network for tooth image segmentation	36
MATTE: Multi-task multi-scale attention	35
Efficient cross-information fusion decoder for semantic segmentation	33
Extending function mixture network for improved spectral super-resolution	32
Siamese self-supervised learning for fine-grained visual classification	30
Modality adaptation via feature difference learning for depth human parsing	30
Convolutional neural network framework for deepfake detection: A diffusion-based approach	29
Twin-SegNet: Dynamically coupled complementary segmentation networks for generalized medical image segmentation	29
Lightweight feature point detection network with channel enhancement	29
Editorial Board	26

Deep-STaR: Classification of image time series based on spatio-temporal representations	26
Editorial Board	26
Sejong face database: A multi-modal disguise face database	26
Deducing health cues from biometric data	26
Syntactically and semantically enhanced captioning network via hybrid attention and POS tagging prompt	25
Adaptive CNN filter pruning using global importance metric	24
Implicit and explicit commonsense for multi-sentence video captioning	24
Embedding AI ethics into the design and use of computer vision technology for consumer’s behaviour understanding	23
View-aligned pixel-level feature aggregation for 3D shape classification	23
Improved Short-term Dense Bottleneck network for efficient scene analysis	23
Towards efficient image and video style transfer via distillation and learnable feature transformation	22
RelFormer: Advancing contextual relations for transformer-based dense captioning	22
SIERRA: A robust bilateral feature upsampler for dense prediction	22
Robust detection of dehazed images via dual-stream CNNs with adaptive feature fusion	22
3D object feature extraction and classification using 3D MF-DFA	21
Hi-ROS: Open-source multi-camera sensor fusion for real-time people tracking	21
Reverse Stable Diffusion: What prompt was used to generate this image?	21
Editorial Board	20
Feature preserving 3D mesh denoising with a Dense Local Graph Neural Network	20
TFUT: Task fusion upward transformer model for multi-task learning on dense prediction	19
Unsupervised real image super-resolution via knowledge distillation network	19
Uncertainty estimation using boundary prediction for medical image super-resolution	19
Editorial Board	19
Hallucinating uncertain motion and future for static image action recognition	18
Enhanced dual contrast representation learning with cell separation and merging for breast cancer diagnosis	18
Learning spectral transform for 3D human motion prediction	18
Online real-time pedestrian tracking from medium altitude aerial footage with camera motion cancellation	18
Subspace reconstruction based correlation filter for object tracking	18
Lv-Adapter: Adapting Vision Transformers for Visual Classification with Linear-layers and Vectors	17
Continuous fake media detection: Adapting deepfake detectors to new generative techniques	17
Pseudo initialization based Few-Shot Class Incremental Learning	17
Self-supervised network for low-light traffic image enhancement based on deep noise and artifacts removal	17
When super-resolution meets camouflaged object detection: A comparison study	17
Lightning fast video anomaly detection via multi-scale adversarial distillation	16
Dissected 3D CNNs: Temporal skip connections for efficient online video processing	16
M3	16
SSDA-YOLO: Semi-supervised domain adaptive YOLO for cross-domain object detection	15
Other tokens matter: Exploring global and local features of Vision Transformers for Object Re-Identification	15
Multi-view cognition with path search for one-shot part labeling	15
CTM: Cross-time temporal module for fine-grained action recognition	15
Extensions in channel and class dimensions for attention-based knowledge distillation	15
Enhanced discriminative graph convolutional network with adaptive temporal modelling for skeleton-based action recognition	15
Semantic-driven diffusion for sign language production with gloss-pose latent spaces alignment	15
A multi-view-CNN framework for deep representation learning in image classification	15
Scribble-based complementary graph reasoning network for weakly supervised salient object detection	15
Real-time distributed video analytics for privacy-aware person search	15
Hexagonal mesh-based neural rendering for real-time rendering and fast reconstruction	14
Transformed ROIs for capturing visual transformations in videos	14
Ensemble learning-based method for maritime background subtraction in open sea environments	13
Global key knowledge distillation framework	13

Multi-dimensional attention-aided transposed ConvBiLSTM network for hyperspectral image super-resolution	13
A robust kinship verification scheme using face age transformation	13
Sketch-based 3D shape retrieval via teacher–student learning	13
Casting a BAIT for offline and online source-free domain adaptation	12
TCLR: Temporal contrastive learning for video representation	12
Editorial Board	12
Deep parametric Retinex decomposition model for low-light image enhancement	12
Attention-induced semantic and boundary interaction network for camouflaged object detection	12
SHOWMe: Robust object-agnostic hand-object 3D reconstruction from RGB video	12
BasicTAD: An astounding RGB-Only baseline for temporal action detection	12
The shading isophotes: Model and methods for Lambertian planes and a point light	12
Combinational sign language recognition	11
Tensor robust PCA with nonconvex and nonlocal regularization	11
3D Pose Nowcasting: Forecast the future to improve the present	11
MASK_LOSS guided non-end-to-end image denoising network based on multi-attention module with bias rectified linear unit and absolute pooling unit	11
MLGPnet: Multi-granularity neural network for 3D shape recognition using pyramid data	11
Image style disentangling for instance-level facial attribute transfer	11
α-EGAN:	10
Rethink arbitrary style transfer with transformer and contrastive learning	10
Survey on fast dense video segmentation techniques	10
A multi camera unsupervised domain adaptation pipeline for object detection in cultural sites through adversarial learning and self-training	10
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives	10
Quantifying model uncertainty for semantic segmentation of Fluorine-19 MRI using stochastic gradient MCMC	10
Learning representational invariances for data-efficient action recognition	10
Dual cross-enhancement network for highly accurate dichotomous image segmentation	10
DM-Align: Leveraging the power of natural language instructions to make changes to images	10
Space–time recurrent memory network	10
Monocular 3D multi-person pose estimation via predicting factorized correction factors	10
Extending class activation mapping using Gaussian receptive field	10
Deep learning-based estimation of whole-body kinematics from multi-view images	10
VIDF-Net: A Voxel-Image Dynamic Fusion method for 3D object detection	10
Semi-supervised Cycle-GAN for face photo-sketch translation in the wild	10
Semantic manipulation through the lens of Geometric Algebra	9
Facial landmark points detection using knowledge distillation-based neural networks	9
LightSOD: Towards lightweight and efficient network for salient object detection	9
Robust attention ranking architecture with frequency-domain transform to defend against adversarial samples	9
GradPaint: Gradient-guided inpainting with diffusion models	9
To make yourself invisible with Adversarial Semantic Contours	9
Accurate depth image generation via overfit training of point cloud registration using local frame sets	9
Local Consistency Guidance: Personalized Stylization Method of Face Video	9
FAM: Improving columnar vision transformer with feature attention mechanism	9
Distributed multi-target tracking and active perception with mobile camera networks	9
STURE: Spatial–Temporal Mutual Representation Learning for robust data association in online multi-object tracking	9
4DHumanOutfit: A multi-subject 4D dataset of human motion sequences in varying outfits exhibiting large displacements	9
Editorial Board	8
Lifelong visible–infrared person re-identification via replay samples domain-modality-mix reconstruction and cross-domain cognitive network	8
Minimum error adaptive RGB calibration in a context of colorimetric uncertainty for cultural heritage preservation	8
LocoGAN — Locally convolutional GAN	8
Certifiable algorithms for the two-view planar triangulation problem	8
Discriminative object tracking by domain contrast	8
MDC-Net: Multi-domain constrained kernel estimation network for blind image super resolution	8
Real-world efficient fall detection: Balancing performance and complexity with FDGA workflow	8
GSNNet: Group semantic-guided neighbor interaction network for co-salient object detection	8
Adversarial Style Mixup and Improved Temporal Alignment for Cross-Domain Few-Shot Action Recognition	8
Adaptive semantic guidance network for video captioning	8
Semantically accurate super-resolution Generative Adversarial Networks	8
Learning rotation equivalent scene representation from instance-level semantics: A novel top-down perspective	8
Dehazing cost volume for deep multi-view stereo in scattering media with airlight and scattering coefficient estimation	8
Editorial Board	8
Editorial Board	8
UATST: Towards unpaired arbitrary text-guided style transfer with cross-space modulation	8
Periocular biometrics and its relevance to partially masked faces: A survey	8
EFSCNN: Encoded Feature Sphere Convolution Neural Network for fast non-rigid 3D models classification and retrieval	8
MetaVD: A Meta Video Dataset for enhancing human action recognition datasets	8
A distribution independence based method for 3D face shape decomposition	7
Underwater image quality evaluation via deep meta-learning: Dataset and objective method	7
Editorial Board	7
AWADA: Foreground-focused adversarial learning for cross-domain object detection	7
Self-supervised vision transformers for semantic segmentation	7
Lightweight cross-modal transformer for RGB-D salient object detection	7
Human skeletons and change detection for efficient violence detection in surveillance videos	7
MAL-Net: Multiscale Attention Link Network for accurate eye center detection	7
Adaptive feature denoising based deep convolutional network for single image super-resolution	7
Adaptive gradients and weight projection based on quantized neural networks for efficient image classification	7
Self-supervision & meta-learning for one-shot unsupervised cross-domain detection	7
MFCT: Multi-Frequency Cascade Transformers for no-reference SR-IQA	7
Joint coupled dictionaries-based visible-infrared image fusion method via texture preservation structure in sparse domain	7
Constituent Attention for Vision Transformers	7
A closer look at branch classifiers of multi-exit architectures	7
Certifiable planar relative pose estimation with gravity prior	7

Fourier analysis on robustness of graph convolutional neural networks for skeleton-based action recognition	7
Editorial Board	7
On the coherency of quantitative evaluation of visual explanations	7
View consistency aware holistic triangulation for 3D human pose estimation	7
Bidirectional brain image translation using transfer learning from generic pre-trained models	7
Editorial Board	7
Multi-person 3D pose estimation from a single image captured by a fisheye camera	7
CMGNet: Collaborative multi-modal graph network for video captioning	7
MKP-Net: Memory knowledge propagation network for point-supervised temporal action localization in livestreaming	7
Disentangled generation network for enlarged license plate recognition and a unified dataset	7
SAPS: Self-Attentive Pathway Search for weakly-supervised action localization with background-action augmentation	6
Plug-and-Play video super-resolution using edge-preserving filtering	6
Evaluate and improve the quality of neural style transfer	6
Semantic segmentation from remote sensor data and the exploitation of latent learning for classification of auxiliary tasks	6
An image denoising method based on the nonlinear Schrödinger equation and spectral subband decomposition	6
Editorial Board	6
Sparse graph matching network for temporal language localization in videos	6
Continual learning on 3D point clouds with random compressed rehearsal	6
Learning key lines for multi-object tracking	6
2.5D visual relationship detection	6
Progressive multi-scale fusion network for RGB-D salient object detection	6
Leaf cultivar identification via prototype-enhanced learning	6
Incorporating degradation estimation in light field spatial super-resolution	6
Stacked Capsule Graph Autoencoders for geometry-aware 3D head pose estimation	6
MAIN: Multi-Attention Instance Network for video segmentation	6
Opti-CAM: Optimizing saliency maps for interpretability	6
Modality mixer exploiting complementary information for multi-modal action recognition	6
Blur aware metric depth estimation with multi-focus plenoptic cameras	6
Simultaneous image denoising and completion through convolutional sparse representation and nonlocal self-similarity	6
Dynamic mode decomposition via convolutional autoencoders for dynamics modeling in videos	6
Dual adversarial model: Exploring low-dimensional space features for point clouds generating and completing	6
NeRFtrinsic Four: An end-to-end trainable NeRF jointly optimizing diverse intrinsic and extrinsic camera parameters	6
Light-weight shadow detection via GCN-based annotation strategy and knowledge distillation	6
High frame rate optical flow estimation from event sensors via intensity estimation	6
Bypass network for semantics driven image paragraph captioning	6
Invisible backdoor attack with attention and steganography	6
Brain tumor image segmentation based on shuffle transformer-dynamic convolution and inception dilated convolution	6
Conditioning diffusion models via attributes and semantic masks for face generation	6
Diversified text-to-image generation via deep mutual information estimation	6