OOIR: Observatory of International Research

Papers

(The TQCC of Signal Processing-Image Communication is 6. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Editorial Board	128
Editorial Board	99
Editorial Board	79
Selective video enhancement in the Laguerre–Gauss domain	72
Active contour model based on pre- additive bias field fitting image	67
Learning content-aware feature fusion for guided depth map super-resolution	59
Multi-layer feature fusion based image style transfer with arbitrary text condition	58
A global reweighting approach for cross-domain semantic segmentation	45
Multimodal style aggregation network for art image classification	40
Advanced transformer for high-noise image denoising: Enhanced attention and detail preservation	40
Graph-based discriminative features learning for fine-grained image retrieval	38
Source camera attribution via PRNU emphasis: Towards a generalized multiplicative model	35
Black-box image deblurring and defiltering	32
Learned fractional downsampling network for adaptive video streaming	31
Frequency-domain blind quality assessment of blurred and blocking-artefact images using Gaussian Process Regression model	31
Analysis discriminative convolutional graph dictionary learning for generalized signal classification	24
Learning global and local features using graph neural networks for person re-identification	24
Multi-style transfer and fusion of image’s regions based on attention mechanism and instance segmentation	23
Automatic signboard detection and localization in densely populated developing cities	22
Feature back-projection guided residual refinement for real-time stereo matching network	22
Memory positional encoding for image captioning	21
HDRUnet3D: High dynamic range image reconstruction network with residual and illumination maps	19
Ad-MNet with FConv: FPGA-enabled advanced MobileNet model with fast convolution accelerator for image resolution and quality enhancement	19
RGB pixel n-grams: A texture descriptor	18
An adaptive contextual learning network for image inpainting	18

Deep noise-tolerant hashing for remote sensing image retrieval	18
Hierarchical lossless coding of light fields with improved random access	17
Enhanced features in image manipulation detection	16
Edge-preserving smoothing using the truncated	16
Data-independent low-complexity KLT approximations for image and video coding	16
Accurate and robust visual tracking using bounding box refinement and online sample filtering	16
Image retargeting quality assessment based on saliency-driven classification	16
Soccer line mark segmentation and classification with stochastic watershed transform	16
An embedded method: Improve the relevance of text and face image with enhanced face attributes	16
FANet: Feature attention network for semantic segmentation	15
Self-adaptive and learnable detail enhancement network for efficient image super resolution	15
Transformer-based multiview spatiotemporal feature interactive fusion for human action recognition in depth videos	15
High-capacity coverless image steganographic scheme based on image synthesis	15
Editorial Board	15
Reinforced Res-Unet transformer for underwater image enhancement	15
A new method for detection and prediction of occluded text in natural scene images	15
Dual attention guided multi-scale fusion network for RGB-D salient object detection	15
Traffic sign detection algorithm based on improved YOLOv4-Tiny	15
Systemic distortion analysis with deep distortion directed image quality assessment models	14
FLQ: Design and implementation of hybrid multi-base full logarithmic quantization neural network acceleration architecture based on FPGA	14
Jointly sparse fast hashing with orthogonal learning for large-scale image retrieval	14
Research on an adaptive robust ellipse fitting method integrating multiple weight strategies	14
Editorial Board	14
Editorial Board	14
Infrared and visible image fusion based on hybrid multi-scale decomposition and adaptive contrast enhancement	14
An antagonistic training algorithm for TFT-LCD module mura defect detection	13
NTRF-Net: A fuzzy logic-enhanced convolutional neural network for detecting hidden data in digital images	13
Multi-level adversarial attention cross-modal hashing	13
HOICNet: Low-Dose CT image denoising network based on higher-order feature attention mechanism and irregular convolution	13
Rethinking erasing strategy on weakly supervised object localization	13
A fast parallel batch image encryption algorithm using intrinsic properties of chaos	13
Spiking two-stream methods with unsupervised STDP-based learning for action recognition	13
DJUHNet: A deep representation learning-based scheme for the task of joint image upsampling and hashing	12
HFINet: Heteroscale feature integration network for real-time semantic segmentation	12
Stable and compact face recognition via unlabeled data driven sparse representation-based classification	12
Deep neural network based distortion parameter estimation for blind quality measurement of stereoscopic images	11
Editorial Board	11
Background-detail restoration image deraining network based on convolutional dictionary network	11
Asymmetry-aware bilinear pooling in multi-modal data for head pose estimation	11
QL-IQA: Learning distance distribution from quality levels for blind image quality assessment	11
YUW-Net: A Y-shaped deep network for enhancement of Under-water images	11
Visually multimodal depression assessment based on key questions with weighted multi-task learning	11
Multi-scale graph neural network for global stereo matching	11
Mining the Salient Spatio-Temporal Feature with S2TF-Net for action recognition	10
Fast tone mapping operator for high dynamic range image using prior information	10
A deep learning network based end-to-end image composition	10
CT-GAN: A conditional Generative Adversarial Network of transformer architecture for text-to-image	10
Kernelized dynamic convolution routing in spatial and channel interaction for attentive concrete defect recognition	10
Information disentanglement for unsupervised domain adaptive Oracle Bone Inscriptions detection	10
TBAL: Two-stage batch-mode active learning for image classification	10

A virtual-reality spatial matching algorithm and its application on equipment maintenance support: System design and user study	10
An ℓ0	10
A novel theoretical analysis on optimal pipeline of multi-frame image super-resolution using sparse coding	10
Enhancing fine-detail image synthesis from text descriptions by text aggregation and connection fusion module	10
“Sparse + Low-Rank” tensor completion approach for recovering images and videos	10
FAPS-MER: Facial action position and semantic based interactive fusion for micro-expression recognition	10
SAR-CDCFRN: A novel SAR despeckling approach utilizing correlated dual channel feature-based residual network	9
MAPLE: Combination of multiple angles of view and enhanced pseudo-label generation for unsupervised person re-identification	9
FW-GAN: Underwater image enhancement using generative adversarial network with multi-scale fusion	9
Editorial Board	9
Globally and locally optimized Pannini projection for high FoV rendering of 360° images	9
Imperceptible–visible watermarking for copyright protection of digital videos based on temporal codes	9
Video and text semantic center alignment for text-video cross-modal retrieval	9
Image blind denoising using dual convolutional neural network with skip connection	9
Contrastive learning for deep tone mapping operator	8
Dilated high-resolution network driven RGB-T multi-modal crowd counting	8
Deep view synthesis with compact and adaptive Multiplane Images	8
Facial expression transformation for anime-style image based on decoder control and attention mask	8
Global and local collaborative learning for no-reference omnidirectional image quality assessment	8
Weight-guided loss for long-tailed object detection and instance segmentation	8
DA-Net: Deep attention network for biomedical image segmentation	8
Robust power line extraction from aerial image using object-based Gaussian–Markov random field with gravity property parameters	8
Camouflaged instance segmentation based on multi-scale feature contour fusion swin transformer	8
Standard simplex induced clustering with hierarchical deep dictionary learning	8
Single image super-resolution based on mapping-vector clustering and nonlinear pixel-reconstruction	8
Struck-out handwritten word detection and restoration for automatic descriptive answer evaluation	8
Distributed source coding for utilization of inter/intra source correlation	7
Generic multispectral demosaicking using spectral correlation between spectral bands and pseudo-panchromatic image	7
Editorial Board	7
Level set framework based on local scalable Gaussian distribution and adaptive-scale operator for accurate image segmentation and correction	7
Distance self-adaptive fuzzy c-means and its application to image segmentation	7
AdaTriplet-RA: Domain matching via adaptive triplet and reinforced attention for unsupervised domain adaptation	7
Dynamic and static feature fusion for increased accuracy in signature verification	7
Editorial Board	7
ARRPNGAN: Text-to-image GAN with attention regularization and region proposal networks	7
Prior-DualGAN: Rain rendering from coarse to fine	7
Underwater image enhancement based on color restoration and dual image wavelet fusion	7
Concept drift challenge in multimedia anomaly detection: A case study with facial datasets	7
TMVOS: Triplet Matching for Efficient Video Object Segmentation	7
Full-reference calibration-free image quality assessment	7
Feature extractor optimization for discriminative representations in Generalized Category Discovery	7
Image super-resolution based on multifractals in transfer domain	7
A distortion-free authentication method for color images with tampering localization and self-recovery	7
Lp	6
Revisiting ensemble adversarial attack	6
Hierarchical complementary learning for weakly supervised object localization	6
Graph-based image captioning with semantic and spatial features	6
Improved multi-focus image fusion using online convolutional sparse coding based on sample-dependent dictionary	6
Conditional Laplacian pyramid networks for exposure correction	6
Underwater image quality assessment method via the fusion of visual and structural information	6
Multi-operator Image Retargeting based on Saliency Object Ranking and Similarity Evaluation Metric	6
Study of compression statistics and prediction of rate-distortion curves for video texture	6
Underwater image enhancement by modified color correction and adaptive Look-Up-Table with edge-preserving filter	6
Higher-order motion calibration and sparsity based outlier correction for video FRUC	6
Super-resolution image visual quality assessment based on structure–texture features	6
360-degree video super resolution and quality enhancement challenge: Methods and results	6
Jomodevi: A joint motion and depth visibility prediction algorithm for perceived stereoscopic 3D quality	6
AggNet: Learning to aggregate faces for group membership verification	6
Optical flow-assisted multi-level fusion network for Light Field image angular reconstruction	6
Learning sparse feature representation for blind quality assessment of night-time images	6
USteg-DSE: Universal quantitative Steganalysis framework using Densenet merged with Squeeze & Excitation net	6
Adaptive cross-channel transformation based on self-modulation for learned image compression	6