OOIR: Observatory of International Research

Papers

(The median citation count of Computational Visual Media is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Attention mechanisms in computer vision: A survey	1033
PCT: Point cloud transformer	927
PVT v2: Improved baselines with Pyramid Vision Transformer	817
Visual attention network	229
RGB-D salient object detection: A survey	171
A survey of visual analytics techniques for machine learning	147
Transformers in computational visual media: A survey	80
High-quality indoor scene 3D reconstruction with RGB-D cameras: A brief review	44
EfficientPose: Efficient human pose estimation with neural architecture search	36
A survey on deep learning-based Monte Carlo denoising	35
Light field salient object detection: A review and benchmark	34
DualFace: Two-stage drawing guidance for freehand portrait sketching	28
A survey of urban visual analytics: Advances and future directions	28
Learning conditional photometric stereo with high-resolution features	22
Deep image synthesis from intuitive user input: A review and perspectives	20
Improved fuzzy clustering for image segmentation based on a low-rank prior	18
Joint specular highlight detection and removal in single images via Unet-Transformer	18
Inversion-free geometric mapping construction: A survey	18
An end-to-end convolutional network for joint detecting and denoising adversarial perturbations in vehicle classification	17
Scene text removal via cascaded text stroke detection and erasing	16
Foveated rendering: A state-of-the-art survey	16
Image smoothing based on global sparsity decomposition and a variable parameter	16
Low and non-uniform illumination color image enhancement using weighted guided image filtering	16
Image resizing by reconstruction from deep features	15
Learning to assess visual aesthetics of food images	14

Progressive edge-sensing dynamic scene deblurring	14
Reference-guided structure-aware deep sketch colorization for cartoons	14
Towards uniform point distribution in feature-preserving point cloud filtering	13
Joint 3D facial shape reconstruction and texture completion from a single image	12
D2ANet: Difference-aware attention network for multi-level change detection from satellite imagery	12
Jittor-GAN: A fast-training generative adversarial network model zoo based on Jittor	12
Facial optical flow estimation via neural non-rigid registration	11
Multi-modal visual tracking: Review and experimental comparison	11
ARM3D: Attention-based relation module for indoor 3D object detection	11
Mask-aware photorealistic facial attribute manipulation	11
Multi-scale joint feature network for micro-expression recognition	10
Unsupervised random forest for affinity estimation	10
Can attention enable MLPs to catch up with CNNs?	10
ClusterSLAM: A SLAM backend for simultaneous rigid body clustering and motion estimation	10
Self-supervised coarse-to-fine monocular depth estimation using a lightweight attention module	9
WGI-Net: A weighted group integration network for RGB-D salient object detection	9
Erroneous pixel prediction for semantic image segmentation	9
Temporally consistent video colorization with deep feature propagation and self-regularization learning	9
Semi-supervised 3D shape segmentation with multilevel consistency and part substitution	8
Real-time per-pixel focusing method for light field rendering	8
Point cloud completion via structured feature maps using a feedback network	8
Trajectory distributions: A new description of movement for trajectory prediction	8
Light field super-resolution using complementary-view feature attention	7
Message from the Editor-in-Chief	7
3D face recognition: A comprehensive survey in 2022	7
Joint regression and learning from pairwise rankings for personalized image aesthetic assessment	7
NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits	7
Foundation models meet visualizations: Challenges and opportunities	7
Neighborhood co-occurrence modeling in 3D point cloud segmentation	7
Stroke-GAN Painter: Learning to paint artworks using stroke-style generative adversarial networks	6
HDR-Net-Fusion: Real-time 3D dynamic scene reconstruction with a hierarchical deep reinforcement network	6
Recent advances in glinty appearance rendering	6
A survey of deep learning-based 3D shape generation	6
Full-duplex strategy for video object segmentation	6
A two-step surface-based 3D deep learning pipeline for segmentation of intracranial aneurysms	6
Automatic object annotation in streamed and remotely explored large 3D reconstructions	6
Image-guided color mapping for categorical data visualization	6
Towards harmonized regional style transfer and manipulation for facial images	6
Deep unfolding multi-scale regularizer network for image denoising	5
Rectangling irregular videos by optimal spatio-temporal warping	5
Sphere Face Model: A 3D morphable model with hypersphere manifold latent space using joint 2D/3D training	5
SiamCPN: Visual tracking with the Siamese center-prediction network	5
Inferring object properties from human interaction and transferring them to new motions	5
A survey on rendering homogeneous participating media	5
Flow-aware synthesis: A generic motion model for video frame interpolation	5
Discriminative feature encoding for intrinsic image decomposition	4
JNeRF: An efficient heterogeneous NeRF model zoo based on Jittor	4
Recent advances in 3D Gaussian splatting	4
AOGAN: A generative adversarial network for screen space ambient occlusion	4
Specificity-preserving RGB-D saliency detection	4

A Voronoi diagram approach for detecting defects in 3D printed fiber-reinforced polymers from microscope images	4
An efficient algorithm for approximate Voronoi diagram construction on triangulated surfaces	4
Sequential interactive image segmentation	4
Towards natural object-based image recoloring	4
6DOF pose estimation of a 3D rigid object based on edge-enhanced point pair features	4
MusicFace: Music-driven expressive singing face synthesis	4
An attention-embedded GAN for SVBRDF recovery from a single image	3
A GAN-based temporally stable shading model for fast animation of photorealistic hair	3
Pyramid-VAE-GAN: Transferring hierarchical latent variables for image inpainting	3
Efficient fastest-path computations for road maps	3
Simple primitive recognition via hierarchical face clustering	3
Unsupervised image translation with distributional semantics awareness	3
Non-dominated sorting based multi-page photo collage	3
Active self-training for weakly supervised 3D scene semantic segmentation	3
Rendering discrete participating media using geometrical optics approximation	3
Let’s all dance: Enhancing amateur dance motions	3
CF-DAN: Facial-expression recognition based on cross-fusion dual-attention network	3
3D corrective nose reconstruction from a single image	3
Joint self-supervised and reference-guided learning for depth inpainting	2
Temporal and spatial anti-aliasing for rendering reflections on water waves	2
Co-occurrence based texture synthesis	2
A causal convolutional neural network for multi-subject motion modeling and generation	2
Neural 3D reconstruction from sparse views using geometric priors	2
Deep panoramic depth prediction and completion for indoor scenes	2
Temporal scatterplots	2
Shape correspondence for cel animation based on a shape association graph and spectral matching	2
Improved image denoising via RAISR with fewer filters	2
Robust and efficient edge-based visual odometry	2
Imposing temporal consistency on deep monocular body shape and pose estimation	2
BLNet: Bidirectional learning network for point clouds	2