Computer Vision and Image Understanding

Article	Citations
Semantic-preserved point-based human avatar	243
Rebalanced supervised contrastive learning with prototypes for long-tailed visual recognition	216
Fake News Detection Based on BERT Multi-domain and Multi-modal Fusion Network	208
Incremental few-shot instance segmentation via feature enhancement and prototype calibration	191
A multi-modal explainability approach for human-aware robots in multi-party conversation	128
Luminance prior guided Low-Light 4C catenary image enhancement	96
Robust Teacher: Self-correcting pseudo-label-guided semi-supervised learning for object detection	83
Target-aware and spatial-spectral discriminant feature joint correlation filters for hyperspectral video object tracking	69
Seam estimation based on dense matching for parallax-tolerant image stitching	67
Dual stage semantic information based generative adversarial network for image super-resolution	66
Multi-Scale Adaptive Skeleton Transformer for action recognition	61
Exploring using jigsaw puzzles for out-of-distribution detection	59
PMGNet: Disentanglement and entanglement benefit mutually for compositional zero-shot learning	55
Spatial attention for human-centric visual understanding: An Information Bottleneck method	47
MDC-Net: Multi-domain constrained kernel estimation network for blind image super resolution	46
Deep video compression based on Long-range Temporal Context Learning	43
Static graph convolution with learned temporal and channel-wise graph topology generation for skeleton-based action recognition	41
3D scene generation for zero-shot learning using ChatGPT guided language prompts	32
RFCNet: Enhancing urban segmentation using regularization, fusion, and completion	32
An egocentric video and eye-tracking dataset for visual search in convenience stores	30
RetSeg3D: Retention-based 3D semantic segmentation for autonomous driving	29
UATST: Towards unpaired arbitrary text-guided style transfer with cross-space modulation	28
Local optimization cropping and boundary enhancement for end-to-end weakly-supervised segmentation network	28
Trimap-guided feature mining and fusion network for natural image matting	26
Adaptive gradients and weight projection based on quantized neural networks for efficient image classification	26

Cost-free adversarial defense: Distance-based optimization for model robustness without adversarial training	24
LOFReg: An outlier-based regulariser for deep metric learning	23
Efficient 6-DoF camera pose tracking with circular edges	23
Self-supervision & meta-learning for one-shot unsupervised cross-domain detection	22
On the coherency of quantitative evaluation of visual explanations	22
A novel fast combine-and-conquer object detector based on only one-level feature map	22
De2Net: Under-	22
Targeted adversarial attack on classic vision pipelines	22
FedER: Federated Learning through Experience Replay and privacy-preserving data synthesis	21
View consistency aware holistic triangulation for 3D human pose estimation	21
Improved high dynamic range imaging using multi-scale feature flows balanced between task-orientedness and accuracy	21
GAMA: Geometric analysis based motion-aware architecture for moving object segmentation	20
Feature fine-tuning and attribute representation transformation for zero-shot learning	20
Learning rotation equivalent scene representation from instance-level semantics: A novel top-down perspective	20
Weakly supervised action segmentation with effective use of attention and self-attention	20
Siamese self-supervised learning for fine-grained visual classification	20
Dehazing cost volume for deep multi-view stereo in scattering media with airlight and scattering coefficient estimation	19
Learning to teach and learn for semi-supervised few-shot image classification	19
Discriminative object tracking by domain contrast	19
MetaVD: A Meta Video Dataset for enhancing human action recognition datasets	18
Feature reconstruction and metric based network for few-shot object detection	18
Estimating 3D body mesh without SMPL annotations via alternating successive convex approximation	18
Confidence sharing adaptation for out-of-domain human pose and shape estimation	18
Emerging image generation with flexible control of perceived difficulty	18
Twin-SegNet: Dynamically coupled complementary segmentation networks for generalized medical image segmentation	17
Lightweight feature point detection network with channel enhancement	17
Efficient multi-stage network with pixel-wise degradation prediction for real-time motion deblurring	17
Precondition and effect reasoning for action recognition	17
Towards explainable deep visual saliency models	17
Multi-view clustering with Laplacian rank constraint based on symmetric and nonnegative low-rank representation	16
Improving the planarity and sharpness of monocularly estimated depth images using the Phong reflection model	16
Online object tracking based interactive attention	15
Real-world efficient fall detection: Balancing performance and complexity with FDGA workflow	15
Editorial Board	14
Editorial Board	14
MATTE: Multi-task multi-scale attention	14
Editorial Board	14
Editorial Board	14
Certifiable algorithms for the two-view planar triangulation problem	13
Streaming egocentric action anticipation: An evaluation scheme and approach	13
Simplifying open-set video domain adaptation with contrastive learning	13
Editorial Board	13
Editorial Board	13
Editorial Board	13
Feature independent Filter Pruning by Successive Layers analysis	13
Editorial Board	13
Sparse coding with morphology segmentation and multi-label fusion for hyperspectral image super-resolution	13
Domain generalized federated learning for Person Re-identification	13
Editorial Board	12
Grow-push-prune: Aligning deep discriminants for effective structural network compression	12

Handling new target classes in semantic segmentation with domain adaptation	12
Facial landmarks localization using cascaded neural networks	12
Editorial Board	12
Editorial Board	12
Modality adaptation via feature difference learning for depth human parsing	12
Deducing health cues from biometric data	11
Adversarial Style Mixup and Improved Temporal Alignment for Cross-Domain Few-Shot Action Recognition	11
Joint coupled dictionaries-based visible-infrared image fusion method via texture preservation structure in sparse domain	11
FusionDiff: A unified image fusion network based on diffusion probabilistic models	11
Efficient cross-information fusion decoder for semantic segmentation	11
Multi-patch multi-scale model for motion deblurring with high-frequency information	10
Image amodal completion: A survey	10
Full-body virtual try-on using top and bottom garments with wearing style control	10
Instance-level salient object segmentation	10
3DF-FCOS: Small object detection with 3D features based on FCOS	10
Structural reasoning for image-based social relation recognition	10
Editorial Board	10
Adaptive semantic guidance network for video captioning	10
Editorial Board	10
Collaborative three-stream transformers for video captioning	10
Editorial Board	10
Frame-level refinement networks for skeleton-based gait recognition	9
DHBSR: A deep hybrid representation-based network for blind image super resolution	9
SdcNet for object recognition	9
Superclass-aware network for few-shot learning	9
Lifelong visible–infrared person re-identification via replay samples domain-modality-mix reconstruction and cross-domain cognitive network	9
EFSCNN: Encoded Feature Sphere Convolution Neural Network for fast non-rigid 3D models classification and retrieval	9
AdvFAS: A robust face anti-spoofing framework against adversarial examples	9
Robust real-world point cloud registration by inlier detection	9
Joint image-instance spatial–temporal attention for few-shot action recognition	9
CT-VOS: Cutout prediction and tagging for self-supervised video object segmentation	9
Dual cross perception network with texture and boundary guidance for camouflaged object detection	9
SimpleCut: A simple and strong 2D model for multi-person pose estimation	8
End-to-end pedestrian trajectory prediction via Efficient Multi-modal Predictors	8
Minimum error adaptive RGB calibration in a context of colorimetric uncertainty for cultural heritage preservation	8
Extending function mixture network for improved spectral super-resolution	8
MFCT: Multi-Frequency Cascade Transformers for no-reference SR-IQA	8
SCA-Net: Spatial and channel attention-based network for 3D point clouds	8
3D semantic segmentation based on spatial-aware convolution and shape completion for augmented reality applications	8
Bidirectional brain image translation using transfer learning from generic pre-trained models	8
Periocular biometrics and its relevance to partially masked faces: A survey	7
Decoupled appearance and motion learning for efficient anomaly detection in surveillance video	7
Fréchet AutoEncoder Distance: A new approach for evaluation of Generative Adversarial Networks	7
A fast differential network with adaptive reference sample for gaze estimation	7
CRML-Net: Cross-Modal Reasoning and Multi-Task Learning Network for tooth image segmentation	7
AWADA: Foreground-focused adversarial learning for cross-domain object detection	7
A review of 3D human pose estimation algorithms for markerless motion capture	7
Dynamic Anchor: Density Map Guided Small Object Detector for Tiny Persons	7
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval	7
Delving into CLIP latent space for Video Anomaly Recognition	7
Embedding AI ethics into the design and use of computer vision technology for consumer’s behaviour understanding	7
Exploring the differences in adversarial robustness between ViT- and CNN-based models using novel metrics	7
FTM: The Face Truth Machine—Hand-crafted features from micro-expressions to support lie detection	7
Scene adaptive mechanism for action recognition	7
An unsupervised multi-focus image fusion method via dual-channel convolutional network and discriminator	7
Anti-jamming heart rate estimation using a spatial–temporal fusion network	7
Low-budget label query through domain alignment enforcement	7
Editorial Board	7
Editorial Board	7
Knowledge distillation for incremental learning in semantic segmentation	7
LocoGAN — Locally convolutional GAN	7
Anchor pruning for object detection	7
M-adapter: Multi-level image-to-video adaptation for video action recognition	7
Semantically accurate super-resolution Generative Adversarial Networks	7
Skeleton Cluster Tracking for robust multi-view multi-person 3D human pose estimation	7
Large-scale Riemannian meta-optimization via subspace adaptation	7
Incorporating structural prior for depth regularization in shape from focus	7
Physics-based shading reconstruction for intrinsic image decomposition	7
Building extraction from remote sensing images with deep learning: A survey on vision techniques	6
CMGNet: Collaborative multi-modal graph network for video captioning	6
Identity-preserving editing of multiple facial attributes by learning global edit directions and local adjustments	6
Syntactically and semantically enhanced captioning network via hybrid attention and POS tagging prompt	6
Incorporating degradation estimation in light field spatial super-resolution	6
Rolling-Shutter-stereo-aware motion estimation and image correction	6
Pyramid transformer-based triplet hashing for robust visual place recognition	6
Corrigendum to “Improved domain adaptive object detector via adversarial feature learning” [Comput. Vis. Image Underst. 230 (2023) 103660]	6
RS3Lip: Consis	6
Editorial Board	6
MKP-Net: Memory knowledge propagation network for point-supervised temporal action localization in livestreaming	6
Empirical study on using adapters for debiased Visual Question Answering	6

Deep learning-based single image face depth data enhancement	6
RelFormer: Advancing contextual relations for transformer-based dense captioning	6
Improved domain adaptive object detector via adversarial feature learning	6
As-Global-As-Possible stereo matching with Sparse Depth Measurement Fusion	6
Nonlocal Gaussian scale mixture modeling for hyperspectral image denoising	6
Lightweight cross-modal transformer for RGB-D salient object detection	6
Learning geodesic-aware local features from RGB-D images	6
Advancing Image Generation with Denoising Diffusion Probabilistic Model and ConvNeXt-V2: A novel approach for enhanced diversity and quality	6
Evaluate and improve the quality of neural style transfer	6
Bridging the gap between object detection in close-up and high-resolution wide shots	6
NeRFtrinsic Four: An end-to-end trainable NeRF jointly optimizing diverse intrinsic and extrinsic camera parameters	6
Generative adversarial network for semi-supervised image captioning	5
Found missing semantics: Supplemental prototype network for few-shot semantic segmentation	5
Towards efficient image and video style transfer via distillation and learnable feature transformation	5
Deep-STaR: Classification of image time series based on spatio-temporal representations	5
Editorial Board	5
LKDA-GAN: Cross-modality image synthesis via Generative Adversarial Network aggregating large kernel decomposable attention bottleneck block	5
Cutout with patch-loss augmentation for improving generative adversarial networks against instability	5
High frame rate optical flow estimation from event sensors via intensity estimation	5
3D detection transformer: Set prediction of objects using point clouds	5
Self-supervised vision transformers for semantic segmentation	5
MoMa: Skinned motion retargeting using masked pose modeling	5
VADS: Visuo-Adaptive DualStrike attack on visual question answer	5
Constituent Attention for Vision Transformers	5
Editorial Board	5
Editorial Board	5
A closer look at branch classifiers of multi-exit architectures	5
Editorial Board	5
Editorial Board	5
Multi-focus image fusion approach based on CNP systems in NSCT domain	5
Enhanced local multi-windows attention network for lightweight image super-resolution	5
Action assessment in rehabilitation: Leveraging machine learning and vision-based analysis	5
SlowFastFormer for 3D human pose estimation	5
LCMA-Net: A light cross-modal attention network for streamer re-identification in live video	5
A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-Identification	5
A distribution independence based method for 3D face shape decomposition	5
Improved Short-term Dense Bottleneck network for efficient scene analysis	5
Improving the robustness of adversarial attacks using an affine-invariant gradient estimator	5
Deep unsupervised shadow detection with curriculum learning and self-training	5
Memory-efficient multi-scale residual dense network for single image rain removal	5
CPNet: Continuity Preservation Network for infrared video colorization	4
On the inductive biases of deep domain adaptation	4
3D object feature extraction and classification using 3D MF-DFA	4
Multi-person 3D pose estimation from a single image captured by a fisheye camera	4
Video frame interpolation via down–up scale generative adversarial networks	4
Multi-label image classification using adaptive graph convolutional networks: From a single domain to multiple domains	4
MAIN: Multi-Attention Instance Network for video segmentation	4
Image retrieval with mixed initiative and multimodal feedback	4
Class knowledge overlay to visual feature learning for zero-shot image classification	4
End-to-end weakly-supervised single-stage multiple 3D hand mesh reconstruction from a single RGB image	4
A new deep CNN for 3D text localization in the wild through shadow removal	4
Lmser-pix2seq: Learning stable sketch representations for sketch healing	4
GAFL: Global adaptive filtering layer for computer vision	4
Enhanced local distribution learning for real image super-resolution	4
Implicit and explicit commonsense for multi-sentence video captioning	4
Improving semantic video retrieval models by training with a relevance-aware online mining strategy	4
Deep structural information fusion for 3D object detection on LiDAR–camera system	4
LLAFN-Generator: Learnable linear-attention with fast-normalization for large-scale image captioning	4
SIERRA: A robust bilateral feature upsampler for dense prediction	4
Single image super-resolution via hybrid resolution NSST prediction	4
Disentangled generation network for enlarged license plate recognition and a unified dataset	4
Adaptive CNN filter pruning using global importance metric	4
Reverse Stable Diffusion: What prompt was used to generate this image?	4
Unsupervised domain adaptation for semantic segmentation via cross-region alignment	4
Cross-domain fashion cloth retrieval via novel attention-guided cascade neural network and clothing parsing	4
The MSR-Video to Text dataset with clean annotations	4
Low-light image enhancement by deep learning network for improved illumination map	4
MAL-Net: Multiscale Attention Link Network for accurate eye center detection	4
Fourier analysis on robustness of graph convolutional neural networks for skeleton-based action recognition	4
Adaptive semantic transfer network for unsupervised 2D image-based 3D model retrieval	4
TransRPN: Towards the Transferable Adversarial Perturbations using Region Proposal Networks and Beyond	4
Hierarchical image peeling: A flexible scale-space filtering framework	4
Indoor Synthetic Data Generation: A Systematic Review	4
Multivariate prototype representation for domain-generalized incremental learning	4
AFA-Net: Adaptive Feature Attention Network in image deblurring and super-resolution for improving license plate recognition	3
M2FINet: Modality-specific and Modality-shared Features Interaction Network for RGB-IR Person Re-Identification	3
Sparse graph matching network for temporal language localization in videos	3
Learning single and multi-scene camera pose regression with transformer encoders	3
MeT: A graph transformer for semantic segmentation of 3D meshes	3
When CNNs meet random RNNs: Towards multi-level analysis for RGB-D object and scene recognition	3
Editorial Board	3
2.5D visual relationship detection	3
PPformer: Using pixel-wise and patch-wise cross-attention for low-light image enhancement	3
Enhancing image-based facial expression recognition through muscle activation-based facial feature extraction	3
Dual adversarial model: Exploring low-dimensional space features for point clouds generating and completing	3
Penalizing proposals using classifiers for semi-supervised object detection	3
Online real-time pedestrian tracking from medium altitude aerial footage with camera motion cancellation	3
A global generalized maximum coverage-based solution to the non-model-based view planning problem for object reconstruction	3
Multi-timescale boosting for efficient and improved event camera face pose alignment	3
Semantic segmentation from remote sensor data and the exploitation of latent learning for classification of auxiliary tasks	3
Learning feature contexts by transformer and CNN hybrid deep network for weakly supervised person search	3
Editorial Board	3
Interactive Neural Painting	3
Hallucinating uncertain motion and future for static image action recognition	3
Editorial Board	3