OOIR: Observatory of International Research

Papers

(The median citation count of Computational Visual Media is 3. 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 2020-03-01 to 2024-03-01.)

Article	Citations
PCT: Point cloud transformer	665
Attention mechanisms in computer vision: A survey	654
PVT v2: Improved baselines with Pyramid Vision Transformer	493
RGB-D salient object detection: A survey	153
A survey of visual analytics techniques for machine learning	118
Visual attention network	90
A survey on deep geometry learning: From a representation perspective	61
Transformers in computational visual media: A survey	59
VR content creation and exploration with deep learning: A survey	45
A survey of recent interactive image segmentation methods	39
View planning in robot active vision: A survey of systems, algorithms, and applications	37
High-quality indoor scene 3D reconstruction with RGB-D cameras: A brief review	31
A survey on deep learning-based Monte Carlo denoising	29
EfficientPose: Efficient human pose estimation with neural architecture search	24
Light field salient object detection: A review and benchmark	23
Saliency-based image correction for colorblind patients	21
DualFace: Two-stage drawing guidance for freehand portrait sketching	21
Learning conditional photometric stereo with high-resolution features	19
iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks	18
S4Net: Single stage salient-instance segmentation	17
A new dataset of dog breed images and a benchmark for finegrained classification	17
Detecting human—object interaction with multi-level pairwise feature network	16
Inversion-free geometric mapping construction: A survey	16
Deep image synthesis from intuitive user input: A review and perspectives	16
Improved fuzzy clustering for image segmentation based on a low-rank prior	15

Kernel-blending connection approximated by a neural network for image classification	15
Scene text removal via cascaded text stroke detection and erasing	15
Image resizing by reconstruction from deep features	15
Progressive edge-sensing dynamic scene deblurring	14
An end-to-end convolutional network for joint detecting and denoising adversarial perturbations in vehicle classification	14
Image smoothing based on global sparsity decomposition and a variable parameter	14
A survey of urban visual analytics: Advances and future directions	13
Learning to assess visual aesthetics of food images	12
Learning local shape descriptors for computing non-rigid dense correspondence	12
Low and non-uniform illumination color image enhancement using weighted guided image filtering	11
What and where: A context-based recommendation system for object insertion	10
Jittor-GAN: A fast-training generative adversarial network model zoo based on Jittor	10
Joint 3D facial shape reconstruction and texture completion from a single image	9
Joint specular highlight detection and removal in single images via Unet-Transformer	9
ClusterSLAM: A SLAM backend for simultaneous rigid body clustering and motion estimation	8
WGI-Net: A weighted group integration network for RGB-D salient object detection	8
Foveated rendering: A state-of-the-art survey	8
Can attention enable MLPs to catch up with CNNs?	8
Reference-guided structure-aware deep sketch colorization for cartoons	8
Multi-scale joint feature network for micro-expression recognition	8
A detail preserving neural network model for Monte Carlo denoising	8
Multispectral image denoising using sparse and graph Laplacian Tucker decomposition	7
JMNet: A joint matting network for automatic human matting	7
Self-supervised coarse-to-fine monocular depth estimation using a lightweight attention module	7
Trajectory distributions: A new description of movement for trajectory prediction	7
Mask-aware photorealistic facial attribute manipulation	7
Unsupervised random forest for affinity estimation	7
Message from the Editor-in-Chief	7
Joint regression and learning from pairwise rankings for personalized image aesthetic assessment	6
Machine learning for digital try-on: Challenges and progress	6
Light field super-resolution using complementary-view feature attention	6
WaterNet: An adaptive matching pipeline for segmenting water with volatile appearance	6
3D hypothesis clustering for cross-view matching in multi-person motion capture	6
Deep unfolding multi-scale regularizer network for image denoising	5
A practical path guiding method for participating media	5
Neighborhood co-occurrence modeling in 3D point cloud segmentation	5
Real-time per-pixel focusing method for light field rendering	5
Towards uniform point distribution in feature-preserving point cloud filtering	5
Inferring object properties from human interaction and transferring them to new motions	5
Computing knots by quadratic and cubic polynomial curves	5
Point cloud completion via structured feature maps using a feedback network	5
Efficient fall activity recognition by combining shape and motion features	4
Temporally consistent video colorization with deep feature propagation and self-regularization learning	4
HDR-Net-Fusion: Real-time 3D dynamic scene reconstruction with a hierarchical deep reinforcement network	4
SiamCPN: Visual tracking with the Siamese center-prediction network	4
3D face recognition: A comprehensive survey in 2022	4
D2ANet: Difference-aware attention network for multi-level change detection from satellite imagery	4
Automatic object annotation in streamed and remotely explored large 3D reconstructions	4
ARM3D: Attention-based relation module for indoor 3D object detection	4
Weight asynchronous update: Improving the diversity of filters in a deep convolutional network	4

Flow-aware synthesis: A generic motion model for video frame interpolation	4
A survey on rendering homogeneous participating media	4
Erroneous pixel prediction for semantic image segmentation	4
AOGAN: A generative adversarial network for screen space ambient occlusion	4
Semi-supervised 3D shape segmentation with multilevel consistency and part substitution	4
NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits	4
Full-duplex strategy for video object segmentation	3
Towards natural object-based image recoloring	3
Rendering discrete participating media using geometrical optics approximation	3
A survey of deep learning-based 3D shape generation	3
Coherent video generation for multiple hand-held cameras with dynamic foreground	3
Rectangling irregular videos by optimal spatio-temporal warping	3
Pyramid-VAE-GAN: Transferring hierarchical latent variables for image inpainting	3
3D corrective nose reconstruction from a single image	3
Efficient fastest-path computations for road maps	3
Simple primitive recognition via hierarchical face clustering	3
Non-dominated sorting based multi-page photo collage	3
Designing planar cubic B-spline curves with monotonic curvature for curve interpolation	3
Visual exploration of Internet news via sentiment score and topic models	3
Recent advances in glinty appearance rendering	3
Towards harmonized regional style transfer and manipulation for facial images	3
A GAN-based temporally stable shading model for fast animation of photorealistic hair	3
MusicFace: Music-driven expressive singing face synthesis	3
Image-guided color mapping for categorical data visualization	3