Computer Vision and Image Understanding

Article	Citations
Editorial Board	253
Efficient cross-information fusion decoder for semantic segmentation	227
Editorial Board	210
Editorial Board	200
Editorial Board	131
MATTE: Multi-task multi-scale attention	96
Modality adaptation via feature difference learning for depth human parsing	88
CRML-Net: Cross-Modal Reasoning and Multi-Task Learning Network for tooth image segmentation	74
Editorial Board	70
Emerging image generation with flexible control of perceived difficulty	69
Improving the planarity and sharpness of monocularly estimated depth images using the Phong reflection model	60
Twin-SegNet: Dynamically coupled complementary segmentation networks for generalized medical image segmentation	59
Exploring using jigsaw puzzles for out-of-distribution detection	57
Feature reconstruction and metric based network for few-shot object detection	47
RetSeg3D: Retention-based 3D semantic segmentation for autonomous driving	44
Siamese self-supervised learning for fine-grained visual classification	41
Luminance prior guided Low-Light 4C catenary image enhancement	34
Extending function mixture network for improved spectral super-resolution	34
3D semantic segmentation based on spatial-aware convolution and shape completion for augmented reality applications	31
Decoupled appearance and motion learning for efficient anomaly detection in surveillance video	30
Robust Teacher: Self-correcting pseudo-label-guided semi-supervised learning for object detection	29
Exploring the differences in adversarial robustness between ViT- and CNN-based models using novel metrics	29
Lightweight feature point detection network with channel enhancement	28
Deducing health cues from biometric data	28
Editorial Board	26

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

Real-time distributed video analytics for privacy-aware person search	13
Ensemble learning-based method for maritime background subtraction in open sea environments	13
Multi-dimensional attention-aided transposed ConvBiLSTM network for hyperspectral image super-resolution	13
TCLR: Temporal contrastive learning for video representation	12
A robust kinship verification scheme using face age transformation	12
Attention-induced semantic and boundary interaction network for camouflaged object detection	12
Quantifying model uncertainty for semantic segmentation of Fluorine-19 MRI using stochastic gradient MCMC	12
Hexagonal mesh-based neural rendering for real-time rendering and fast reconstruction	12
Editorial Board	12
Extending class activation mapping using Gaussian receptive field	11
Image style disentangling for instance-level facial attribute transfer	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
The shading isophotes: Model and methods for Lambertian planes and a point light	11
α-EGAN:	11
Combinational sign language recognition	11
Tensor robust PCA with nonconvex and nonlocal regularization	10
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives	10
DM-Align: Leveraging the power of natural language instructions to make changes to images	10
Learning representational invariances for data-efficient action recognition	10
Rethink arbitrary style transfer with transformer and contrastive learning	10
Monocular 3D multi-person pose estimation via predicting factorized correction factors	10
Deep learning-based estimation of whole-body kinematics from multi-view images	10
Space–time recurrent memory network	10
Semi-supervised Cycle-GAN for face photo-sketch translation in the wild	10
LightSOD: Towards lightweight and efficient network for salient object detection	10
Survey on fast dense video segmentation techniques	10
GradPaint: Gradient-guided inpainting with diffusion models	9
Semantic manipulation through the lens of Geometric Algebra	9
Robust attention ranking architecture with frequency-domain transform to defend against adversarial samples	9
VIDF-Net: A Voxel-Image Dynamic Fusion method for 3D object detection	9
Accurate depth image generation via overfit training of point cloud registration using local frame sets	9
Distributed multi-target tracking and active perception with mobile camera networks	9
FAM: Improving columnar vision transformer with feature attention mechanism	9
A multi camera unsupervised domain adaptation pipeline for object detection in cultural sites through adversarial learning and self-training	9
To make yourself invisible with Adversarial Semantic Contours	9
4DHumanOutfit: A multi-subject 4D dataset of human motion sequences in varying outfits exhibiting large displacements	9
Dual cross-enhancement network for highly accurate dichotomous image segmentation	9
Human action recognition in drone videos using a few aerial training examples	8
EFSCNN: Encoded Feature Sphere Convolution Neural Network for fast non-rigid 3D models classification and retrieval	8
Certifiable algorithms for the two-view planar triangulation problem	8
Bidirectional brain image translation using transfer learning from generic pre-trained models	8
Dehazing cost volume for deep multi-view stereo in scattering media with airlight and scattering coefficient estimation	8
GSNNet: Group semantic-guided neighbor interaction network for co-salient object detection	8
STURE: Spatial–Temporal Mutual Representation Learning for robust data association in online multi-object tracking	8
Editorial Board	8
AWADA: Foreground-focused adversarial learning for cross-domain object detection	8
Adaptive semantic guidance network for video captioning	8
Editorial Board	8
Facial landmark points detection using knowledge distillation-based neural networks	8
Lifelong visible–infrared person re-identification via replay samples domain-modality-mix reconstruction and cross-domain cognitive network	8
Editorial Board	8
MFCT: Multi-Frequency Cascade Transformers for no-reference SR-IQA	8
Learning rotation equivalent scene representation from instance-level semantics: A novel top-down perspective	8
UATST: Towards unpaired arbitrary text-guided style transfer with cross-space modulation	7
Joint coupled dictionaries-based visible-infrared image fusion method via texture preservation structure in sparse domain	7
Editorial Board	7
A closer look at branch classifiers of multi-exit architectures	7
A distribution independence based method for 3D face shape decomposition	7
View consistency aware holistic triangulation for 3D human pose estimation	7
Adaptive gradients and weight projection based on quantized neural networks for efficient image classification	7
Real-world efficient fall detection: Balancing performance and complexity with FDGA workflow	7
Semantically accurate super-resolution Generative Adversarial Networks	7
LocoGAN — Locally convolutional GAN	7
Adaptive feature denoising based deep convolutional network for single image super-resolution	7
Light-weight shadow detection via GCN-based annotation strategy and knowledge distillation	7
MDC-Net: Multi-domain constrained kernel estimation network for blind image super resolution	7
MetaVD: A Meta Video Dataset for enhancing human action recognition datasets	7
Discriminative object tracking by domain contrast	7
Adversarial Style Mixup and Improved Temporal Alignment for Cross-Domain Few-Shot Action Recognition	7
Editorial Board	7
Editorial Board	7
Periocular biometrics and its relevance to partially masked faces: A survey	7
Self-supervision & meta-learning for one-shot unsupervised cross-domain detection	7
On the coherency of quantitative evaluation of visual explanations	7
Minimum error adaptive RGB calibration in a context of colorimetric uncertainty for cultural heritage preservation	7
Disentangled generation network for enlarged license plate recognition and a unified dataset	6
Incorporating degradation estimation in light field spatial super-resolution	6
CMGNet: Collaborative multi-modal graph network for video captioning	6

Leaf cultivar identification via prototype-enhanced learning	6
Conditioning diffusion models via attributes and semantic masks for face generation	6
Sparse graph matching network for temporal language localization in videos	6
An image denoising method based on the nonlinear Schrödinger equation and spectral subband decomposition	6
Evaluate and improve the quality of neural style transfer	6
High frame rate optical flow estimation from event sensors via intensity estimation	6
Self-supervised vision transformers for semantic segmentation	6
Lightweight cross-modal transformer for RGB-D salient object detection	6
Constituent Attention for Vision Transformers	6
Human skeletons and change detection for efficient violence detection in surveillance videos	6
Plug-and-Play video super-resolution using edge-preserving filtering	6
2.5D visual relationship detection	6
Opti-CAM: Optimizing saliency maps for interpretability	6
Dual adversarial model: Exploring low-dimensional space features for point clouds generating and completing	6
Certifiable planar relative pose estimation with gravity prior	6
Fourier analysis on robustness of graph convolutional neural networks for skeleton-based action recognition	6
MAL-Net: Multiscale Attention Link Network for accurate eye center detection	6
MKP-Net: Memory knowledge propagation network for point-supervised temporal action localization in livestreaming	6
Multi-person 3D pose estimation from a single image captured by a fisheye camera	6
NeRFtrinsic Four: An end-to-end trainable NeRF jointly optimizing diverse intrinsic and extrinsic camera parameters	6
Progressive multi-scale fusion network for RGB-D salient object detection	6
Editorial Board	6
Stacked Capsule Graph Autoencoders for geometry-aware 3D head pose estimation	6
MAIN: Multi-Attention Instance Network for video segmentation	6
Semantic segmentation from remote sensor data and the exploitation of latent learning for classification of auxiliary tasks	6
Diversified text-to-image generation via deep mutual information estimation	5
Improving rare relation inferring for scene graph generation using bipartite graph network	5
DFNet-Trans: An end-to-end multibranching network for depth estimation for transparent objects	5
ParticleAugment: Sampling-based data augmentation	5
Editorial for CVIU_DL for image restoration	5
CUFD: An encoder–decoder network for visible and infrared image fusion based on common and unique feature decomposition	5
Discriminative semantic transitive consistency for cross-modal learning	5
Local to global purification strategy to realize collaborative camouflaged object detection	5
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation	5
AC-VRNN: Attentive Conditional-VRNN for multi-future trajectory prediction	5
Dynamic mode decomposition via convolutional autoencoders for dynamics modeling in videos	5
Modality mixer exploiting complementary information for multi-modal action recognition	5
Bypass network for semantics driven image paragraph captioning	5
Domain adaptive multigranularity proposal network for text detection under extreme traffic scenes	5
A linear method for camera pair self-calibration	5
Addressing multiple salient object detection via dual-space long-range dependencies	5
Editorial Board	5
Scene-cGAN: A GAN for underwater restoration and scene depth estimation	5
Spatial constraint for efficient semi-supervised video object segmentation	5
Editorial Board	5
Re-scoring using image-language similarity for few-shot object detection	5
Brain tumor image segmentation based on shuffle transformer-dynamic convolution and inception dilated convolution	5
Visual object tracking: A survey	5
Learning key lines for multi-object tracking	5
Continual learning on 3D point clouds with random compressed rehearsal	5
Invisible backdoor attack with attention and steganography	5
SAPS: Self-Attentive Pathway Search for weakly-supervised action localization with background-action augmentation	5
BacklitNet: A dataset and network for backlit image enhancement	5
A lightweight convolutional neural network-based feature extractor for visible images	5
RocNet: Recursive octree network for efficient 3D processing	5
Weakly supervised fine-grained image classification via two-level attention activation model	5
RSTC: Residual Swin Transformer Cascade to approximate Taylor expansion for image denoising	5
Editorial Board	5
Detecting abnormality with separated foreground and background: Mutual Generative Adversarial Networks for video abnormal event detection	5
Font transformer for few-shot font generation	5
Few-shot action recognition with implicit temporal alignment and pair similarity optimization	5
Blur aware metric depth estimation with multi-focus plenoptic cameras	5
Simultaneous image denoising and completion through convolutional sparse representation and nonlocal self-similarity	5