OOIR: Observatory of International Research

Papers

(The TQCC of Computational Visual Media is 7. 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 2021-04-01 to 2025-04-01.)

Article	Citations
EFECL: Feature encoding enhancement with contrastive learning for indoor 3D object detection	1401
Rendering discrete participating media using geometrical optics approximation	1200
Neural 3D reconstruction from sparse views using geometric priors	1160
Front cover	410
Front cover	95
Towards harmonized regional style transfer and manipulation for facial images	53
Robust and efficient edge-based visual odometry	49
Class-conditional domain adaptation for semantic segmentation	41
Front cover	39
Adaptive sampling and reconstruction for gradient-domain rendering	36
Efficient fastest-path computations for road maps	29
Deep panoramic depth prediction and completion for indoor scenes	26
Deep image synthesis from intuitive user input: A review and perspectives	24
Physics-based fluid simulation in computer graphics: Survey, research trends, and challenges	24
Temporal and spatial anti-aliasing for rendering reflections on water waves	24
Detecting human-object interaction with multi-level pairwise feature network	21
APF-GAN: Exploring asymmetric pre-training and fine-tuning strategy for conditional generative adversarial network	20
Exploring Contextual Priors for Real-World Image Super-Resolution	20
Delving into high-quality SVBRDF acquisition: A new setup and method	20
Contents	20
An end-to-end convolutional network for joint detecting and denoising adversarial perturbations in vehicle classification	19
Noise-Robust Few-Shot Classification via Variational Adversarial Data Augmentation	18
Diffusion Models for 3D Generation: A Survey	17
Neural-polyptych: Content controllable painting recreation for diverse genres	17
RecStitchNet: Learning to stitch images with rectangular boundaries	16

DualSmoke: Sketch-based smoke illustration design with two-stage generative model	16
Improved image denoising via RAISR with fewer filters	15
Improved fuzzy clustering for image segmentation based on a low-rank prior	15
Continual few-shot patch-based learning for anime-style colorization	15
A Voronoi diagram approach for detecting defects in 3D printed fiber-reinforced polymers from microscope images	15
Geometry-aware 3D pose transfer using transformer autoencoder	15
Illuminator: Image-based illumination editing for indoor scene harmonization	15
Transformers in computational visual media: A survey	14
Multi-task learning and joint refinement between camera localization and object detection	13
3D face recognition: A comprehensive survey in 2022	12
Attention mechanisms in computer vision: A survey	12
Hybrid Mesh-Neural Representation for 3D Transparent Object Reconstruction	11
A biophysical-based skin model for heterogeneous volume rendering	11
PVT v2: Improved baselines with pyramid vision transformer	11
FCDFusion: A Fast, Low Color Deviation Method for Fusing Visible and Infrared Image Pairs	11
DeepFaceReshaping: Interactive deep face reshaping via landmark manipulation	10
Front cover	10
Towards natural object-based image recoloring	10
Discriminative feature encoding for intrinsic image decomposition	10
Learning physically based material and lighting decompositions for face editing	9
Polygonal finite element-based content-aware image warping	9
Controllable multi-domain semantic artwork synthesis	9
3D corrective nose reconstruction from a single image	9
Autocompletion of repetitive stroking with image guidance	9
JNeRF: An efficient heterogeneous NeRF model zoo based on Jittor	9
NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits	9
Message from the editor-in-chief	8
SAM-driven MAE pre-training and background-aware meta-learning for unsupervised vehicle re-identification	7
Can attention enable MLPs to catch up with CNNs?	7
[Front Cover]	7
Dance2MIDI: Dance-driven multi-instrument music generation	7
Joint self-supervised and reference-guided learning for depth inpainting	7
Noise4Denoise: Leveraging noise for unsupervised point cloud denoising	7
Low and non-uniform illumination color image enhancement using weighted guided image filtering	7
Mask-aware photorealistic facial attribute manipulation	7