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 2020-05-01 to 2024-05-01.)

Article	Citations
Attention mechanisms in computer vision: A survey	750
PCT: Point cloud transformer	732
PVT v2: Improved baselines with Pyramid Vision Transformer	573
RGB-D salient object detection: A survey	156
A survey of visual analytics techniques for machine learning	125
Visual attention network	111
A survey on deep geometry learning: From a representation perspective	66
Transformers in computational visual media: A survey	64
View planning in robot active vision: A survey of systems, algorithms, and applications	43
A survey of recent interactive image segmentation methods	40
High-quality indoor scene 3D reconstruction with RGB-D cameras: A brief review	36
A survey on deep learning-based Monte Carlo denoising	31
EfficientPose: Efficient human pose estimation with neural architecture search	27
DualFace: Two-stage drawing guidance for freehand portrait sketching	24
Light field salient object detection: A review and benchmark	24
Learning conditional photometric stereo with high-resolution features	21
Saliency-based image correction for colorblind patients	21
iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks	19
Deep image synthesis from intuitive user input: A review and perspectives	18
Improved fuzzy clustering for image segmentation based on a low-rank prior	17
S4Net: Single stage salient-instance segmentation	17
A new dataset of dog breed images and a benchmark for finegrained classification	17
Inversion-free geometric mapping construction: A survey	17
Detecting human—object interaction with multi-level pairwise feature network	16
Scene text removal via cascaded text stroke detection and erasing	16

Kernel-blending connection approximated by a neural network for image classification	15
A survey of urban visual analytics: Advances and future directions	15
Image resizing by reconstruction from deep features	15
Image smoothing based on global sparsity decomposition and a variable parameter	14
An end-to-end convolutional network for joint detecting and denoising adversarial perturbations in vehicle classification	14
Progressive edge-sensing dynamic scene deblurring	14
Learning to assess visual aesthetics of food images	13
Low and non-uniform illumination color image enhancement using weighted guided image filtering	12
Reference-guided structure-aware deep sketch colorization for cartoons	11
Joint specular highlight detection and removal in single images via Unet-Transformer	11
Jittor-GAN: A fast-training generative adversarial network model zoo based on Jittor	11
Can attention enable MLPs to catch up with CNNs?	10
Foveated rendering: A state-of-the-art survey	9
WGI-Net: A weighted group integration network for RGB-D salient object detection	9
Joint 3D facial shape reconstruction and texture completion from a single image	9
ClusterSLAM: A SLAM backend for simultaneous rigid body clustering and motion estimation	8
Point cloud completion via structured feature maps using a feedback network	8
Multispectral image denoising using sparse and graph Laplacian Tucker decomposition	8
Mask-aware photorealistic facial attribute manipulation	8
Self-supervised coarse-to-fine monocular depth estimation using a lightweight attention module	8
Multi-scale joint feature network for micro-expression recognition	8