OOIR: Observatory of International Research

Papers

(The TQCC of Computational Visual Media is 8. 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
DualFace: Two-stage drawing guidance for freehand portrait sketching	21
Saliency-based image correction for colorblind patients	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
Image resizing by reconstruction from deep features	15

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 smoothing based on global sparsity decomposition and a variable parameter	14
Progressive edge-sensing dynamic scene deblurring	14
An end-to-end convolutional network for joint detecting and denoising adversarial perturbations in vehicle classification	14
A survey of urban visual analytics: Advances and future directions	13
Learning local shape descriptors for computing non-rigid dense correspondence	12
Learning to assess visual aesthetics of food images	12
Low and non-uniform illumination color image enhancement using weighted guided image filtering	11
Jittor-GAN: A fast-training generative adversarial network model zoo based on Jittor	10
What and where: A context-based recommendation system for object insertion	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
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
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