Computer Vision and Image Understanding

Article	Citations
Luminance prior guided Low-Light 4C catenary image enhancement	296
Editorial Board	239
Feature reconstruction and metric based network for few-shot object detection	153
Efficient cross-information fusion decoder for semantic segmentation	114
Convolutional neural network framework for deepfake detection: A diffusion-based approach	107
Lightweight feature point detection network with channel enhancement	96
3D semantic segmentation based on spatial-aware convolution and shape completion for augmented reality applications	95
Editorial Board	84
Robust Teacher: Self-correcting pseudo-label-guided semi-supervised learning for object detection	79
Siamese self-supervised learning for fine-grained visual classification	71
Emerging image generation with flexible control of perceived difficulty	51
Improving the planarity and sharpness of monocularly estimated depth images using the Phong reflection model	50
Editorial Board	43
Exploring using jigsaw puzzles for out-of-distribution detection	40
Extending function mixture network for improved spectral super-resolution	38
MATTE: Multi-task multi-scale attention	37
Deducing health cues from biometric data	36
Editorial Board	34
Editorial Board	34
Modality adaptation via feature difference learning for depth human parsing	33
CRML-Net: Cross-Modal Reasoning and Multi-Task Learning Network for tooth image segmentation	33
Exploring the differences in adversarial robustness between ViT- and CNN-based models using novel metrics	32
Twin-SegNet: Dynamically coupled complementary segmentation networks for generalized medical image segmentation	31
RetSeg3D: Retention-based 3D semantic segmentation for autonomous driving	31
RelFormer: Advancing contextual relations for transformer-based dense captioning	30

PConvSRGAN: Real-world super-resolution reconstruction with pure convolutional networks	29
GaitBranch: A multi-branch refinement model combined with frame-channel attention mechanism for gait recognition	29
Implicit and explicit commonsense for multi-sentence video captioning	29
Reverse Stable Diffusion: What prompt was used to generate this image?	28
Embedding AI ethics into the design and use of computer vision technology for consumer’s behaviour understanding	28
Syntactically and semantically enhanced captioning network via hybrid attention and POS tagging prompt	28
Hi-ROS: Open-source multi-camera sensor fusion for real-time people tracking	27
Editorial Board	27
Editorial Board	26
Towards efficient image and video style transfer via distillation and learnable feature transformation	26
SIERRA: A robust bilateral feature upsampler for dense prediction	24
Feature preserving 3D mesh denoising with a Dense Local Graph Neural Network	24
Robust detection of dehazed images via dual-stream CNNs with adaptive feature fusion	24
3D object feature extraction and classification using 3D MF-DFA	24
Improved Short-term Dense Bottleneck network for efficient scene analysis	24
Iterative Caption Generation with Heuristic Guidance for enhancing knowledge-based visual question answering	23
Adaptive CNN filter pruning using global importance metric	23
Attribute-guided Relevance Propagation for interpreting image classifier based on Deep Neural Networks	22
Uncertainty estimation using boundary prediction for medical image super-resolution	22
View-aligned pixel-level feature aggregation for 3D shape classification	22
Enhanced dual contrast representation learning with cell separation and merging for breast cancer diagnosis	21
Pseudo initialization based Few-Shot Class Incremental Learning	20
Lv-Adapter: Adapting Vision Transformers for Visual Classification with Linear-layers and Vectors	20
TFUT: Task fusion upward transformer model for multi-task learning on dense prediction	20
Continuous fake media detection: Adapting deepfake detectors to new generative techniques	20
Extensions in channel and class dimensions for attention-based knowledge distillation	19
Lightning fast video anomaly detection via multi-scale adversarial distillation	19
When super-resolution meets camouflaged object detection: A comparison study	19
Other tokens matter: Exploring global and local features of Vision Transformers for Object Re-Identification	18
UniMultNet: Action recognition method based on multi-scale feature fusion and video-text constraint guidance	18
M3	18
Hallucinating uncertain motion and future for static image action recognition	17
Online real-time pedestrian tracking from medium altitude aerial footage with camera motion cancellation	17
Unsupervised real image super-resolution via knowledge distillation network	17
Dissected 3D CNNs: Temporal skip connections for efficient online video processing	17
Subspace reconstruction based correlation filter for object tracking	17
Editorial Board	16
Editorial Board	16
Learning spectral transform for 3D human motion prediction	16
SSDA-YOLO: Semi-supervised domain adaptive YOLO for cross-domain object detection	15
Self-supervised network for low-light traffic image enhancement based on deep noise and artifacts removal	15
Enhanced discriminative graph convolutional network with adaptive temporal modelling for skeleton-based action recognition	15
A multi-view-CNN framework for deep representation learning in image classification	15
Casting a BAIT for offline and online source-free domain adaptation	14
Hexagonal mesh-based neural rendering for real-time rendering and fast reconstruction	14
Real-time distributed video analytics for privacy-aware person search	14
CTM: Cross-time temporal module for fine-grained action recognition	14
Multi-dimensional attention-aided transposed ConvBiLSTM network for hyperspectral image super-resolution	14
Multi-view cognition with path search for one-shot part labeling	14
A robust kinship verification scheme using face age transformation	13

Global key knowledge distillation framework	13
SHOWMe: Robust object-agnostic hand-object 3D reconstruction from RGB video	13
Ensemble learning-based method for maritime background subtraction in open sea environments	13
Transformed ROIs for capturing visual transformations in videos	13
Semantic-driven diffusion for sign language production with gloss-pose latent spaces alignment	13
Scribble-based complementary graph reasoning network for weakly supervised salient object detection	13
TCLR: Temporal contrastive learning for video representation	13
Sketch-based 3D shape retrieval via teacher–student learning	13
Deep parametric Retinex decomposition model for low-light image enhancement	13
Attention-induced semantic and boundary interaction network for camouflaged object 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
Rethink arbitrary style transfer with transformer and contrastive learning	12
Editorial Board	12
BasicTAD: An astounding RGB-Only baseline for temporal action detection	12
3D Pose Nowcasting: Forecast the future to improve the present	12
Quantifying model uncertainty for semantic segmentation of Fluorine-19 MRI using stochastic gradient MCMC	12
The shading isophotes: Model and methods for Lambertian planes and a point light	12
Space–time recurrent memory network	12
MLGPnet: Multi-granularity neural network for 3D shape recognition using pyramid data	12
Learning representational invariances for data-efficient action recognition	11
Edge-aware graph reasoning network for image manipulation localization	11
Comprehensive regional guidance for attention map semantics in text-to-image diffusion models	11
Dual cross-enhancement network for highly accurate dichotomous image segmentation	11
Accurate depth image generation via overfit training of point cloud registration using local frame sets	11
Extending class activation mapping using Gaussian receptive field	11
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives	11
EPDiff: Enhancing Prior-guided Diffusion model for Real-world Image Super-Resolution	11
Multiscale Spatio-Temporal Fusion Network for video dehazing	11
An effective CNN and Transformer fusion network for camouflaged object detection	11
LightSOD: Towards lightweight and efficient network for salient object detection	11
VIDF-Net: A Voxel-Image Dynamic Fusion method for 3D object detection	11
Monocular 3D multi-person pose estimation via predicting factorized correction factors	11
α-EGAN:	11
Combinational sign language recognition	11
FAR-AMTN: Attention Multi-Task Network for Face Attribute Recognition	11
Local Consistency Guidance: Personalized Stylization Method of Face Video	11
DM-Align: Leveraging the power of natural language instructions to make changes to images	11
GradPaint: Gradient-guided inpainting with diffusion models	11
Tensor robust PCA with nonconvex and nonlocal regularization	11
Semi-supervised Cycle-GAN for face photo-sketch translation in the wild	11
A multi camera unsupervised domain adaptation pipeline for object detection in cultural sites through adversarial learning and self-training	10
Semantic manipulation through the lens of Geometric Algebra	10
GSNNet: Group semantic-guided neighbor interaction network for co-salient object detection	10
Lifelong visible–infrared person re-identification via replay samples domain-modality-mix reconstruction and cross-domain cognitive network	10
Deep learning-based estimation of whole-body kinematics from multi-view images	10
To make yourself invisible with Adversarial Semantic Contours	10
Survey on fast dense video segmentation techniques	10
STURE: Spatial–Temporal Mutual Representation Learning for robust data association in online multi-object tracking	10
Exploring black-box adversarial attacks on Interpretable Deep Learning Systems	10
Facial landmark points detection using knowledge distillation-based neural networks	10
4DHumanOutfit: A multi-subject 4D dataset of human motion sequences in varying outfits exhibiting large displacements	10
FAM: Improving columnar vision transformer with feature attention mechanism	10
Distributed multi-target tracking and active perception with mobile camera networks	10
Robust attention ranking architecture with frequency-domain transform to defend against adversarial samples	10
Periocular biometrics and its relevance to partially masked faces: A survey	9
Semantically accurate super-resolution Generative Adversarial Networks	9
EFSCNN: Encoded Feature Sphere Convolution Neural Network for fast non-rigid 3D models classification and retrieval	9
View consistency aware holistic triangulation for 3D human pose estimation	9
Minimum error adaptive RGB calibration in a context of colorimetric uncertainty for cultural heritage preservation	9
Underwater image quality evaluation via deep meta-learning: Dataset and objective method	9
Bidirectional brain image translation using transfer learning from generic pre-trained models	9
Discriminative object tracking by domain contrast	9
Self-supervision & meta-learning for one-shot unsupervised cross-domain detection	9
Certifiable algorithms for the two-view planar triangulation problem	9
Adversarial Style Mixup and Improved Temporal Alignment for Cross-Domain Few-Shot Action Recognition	9
Adaptive semantic guidance network for video captioning	9
Context perturbation: A Consistent alignment approach for Domain Adaptive Semantic Segmentation	9
Bi-granularity balance learning for long-tailed image classification	9
MDC-Net: Multi-domain constrained kernel estimation network for blind image super resolution	9
LocoGAN — Locally convolutional GAN	9
Joint coupled dictionaries-based visible-infrared image fusion method via texture preservation structure in sparse domain	9
Learning rotation equivalent scene representation from instance-level semantics: A novel top-down perspective	9
UATST: Towards unpaired arbitrary text-guided style transfer with cross-space modulation	9
AWADA: Foreground-focused adversarial learning for cross-domain object detection	9
Real-world efficient fall detection: Balancing performance and complexity with FDGA workflow	9
Editorial Board	8
MetaVD: A Meta Video Dataset for enhancing human action recognition datasets	8
NeRFtrinsic Four: An end-to-end trainable NeRF jointly optimizing diverse intrinsic and extrinsic camera parameters	8
Made-In: An immersive human-in-the-loop analytics platform for enhancing creative processes in fashion	8
Human skeletons and change detection for efficient violence detection in surveillance videos	8

Certifiable planar relative pose estimation with gravity prior	8
Lightweight cross-modal transformer for RGB-D salient object detection	8
Editorial Board	8
Editorial Board	8
Editorial Board	8
On the coherency of quantitative evaluation of visual explanations	8
An image denoising method based on the nonlinear Schrödinger equation and spectral subband decomposition	8
Light-weight shadow detection via GCN-based annotation strategy and knowledge distillation	8
CMGNet: Collaborative multi-modal graph network for video captioning	8
Constituent Attention for Vision Transformers	8
Multi-person 3D pose estimation from a single image captured by a fisheye camera	8
Incorporating degradation estimation in light field spatial super-resolution	8
S2DNet: A self-supervised deraining network using monocular videos	8
Editorial Board	8
Adaptive gradients and weight projection based on quantized neural networks for efficient image classification	8
MFCT: Multi-Frequency Cascade Transformers for no-reference SR-IQA	8
Self-supervised vision transformers for semantic segmentation	8
Fourier analysis on robustness of graph convolutional neural networks for skeleton-based action recognition	8
MAL-Net: Multiscale Attention Link Network for accurate eye center detection	8
Opti-CAM: Optimizing saliency maps for interpretability	8
Adaptive feature denoising based deep convolutional network for single image super-resolution	8
MKP-Net: Memory knowledge propagation network for point-supervised temporal action localization in livestreaming	8
SASFNet: Soft-edge awareness and spatial-attention feedback deep network for blind image deblurring	8
TEMSA:Text enhanced modal representation learning for multimodal sentiment analysis	7
Dynamic mode decomposition via convolutional autoencoders for dynamics modeling in videos	7
Conditioning diffusion models via attributes and semantic masks for face generation	7
Continual learning on 3D point clouds with random compressed rehearsal	7
Improving rare relation inferring for scene graph generation using bipartite graph network	7
A vector quantized masked autoencoder for audiovisual speech emotion recognition	7
Parametric kernels for artifact mitigation in patch-based image aggregation using generative models	7
Distribution-aware contrastive learning for domain adaptation in 3D LiDAR segmentation	7
Simultaneous image denoising and completion through convolutional sparse representation and nonlocal self-similarity	7
Learning key lines for multi-object tracking	7
Multimodal vs. unimodal approaches to uncertainty in 3D image segmentation under distribution shifts	7
Cascading attention enhancement network for RGB-D indoor scene segmentation	7
A closer look at branch classifiers of multi-exit architectures	7
Modality mixer exploiting complementary information for multi-modal action recognition	7
Sparse graph matching network for temporal language localization in videos	7
CUFD: An encoder–decoder network for visible and infrared image fusion based on common and unique feature decomposition	7
Domain adaptive multigranularity proposal network for text detection under extreme traffic scenes	7
Detecting abnormality with separated foreground and background: Mutual Generative Adversarial Networks for video abnormal event detection	7
Editorial Board	7
Brain tumor image segmentation based on shuffle transformer-dynamic convolution and inception dilated convolution	7
Progressive multi-scale fusion network for RGB-D salient object detection	7
Dual adversarial model: Exploring low-dimensional space features for point clouds generating and completing	7
Editorial Board	7
Leaf cultivar identification via prototype-enhanced learning	7
Disentangled generation network for enlarged license plate recognition and a unified dataset	7
Blur aware metric depth estimation with multi-focus plenoptic cameras	7
Editorial Board	7
RSTC: Residual Swin Transformer Cascade to approximate Taylor expansion for image denoising	7
Style transfer with diffusion models for synthetic-to-real domain adaptation	7
Adaptive bias learning via gradient-based reweighting and constrained pruning for robust Visual Question Answering	7
Font transformer for few-shot font generation	7
Plug-and-Play video super-resolution using edge-preserving filtering	7
2.5D visual relationship detection	7
Invisible backdoor attack with attention and steganography	7
Bypass network for semantics driven image paragraph captioning	7