OOIR: Observatory of International Research

Papers

(The TQCC of Signal Processing-Image Communication 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 2021-09-01 to 2025-09-01.)

Article	Citations
Editorial Board	118
Editorial Board	88
Editorial Board	67
Learning content-aware feature fusion for guided depth map super-resolution	60
Graph-based discriminative features learning for fine-grained image retrieval	60
Multi-layer feature fusion based image style transfer with arbitrary text condition	56
A global reweighting approach for cross-domain semantic segmentation	51
Multimodal style aggregation network for art image classification	49
Frequency-domain blind quality assessment of blurred and blocking-artefact images using Gaussian Process Regression model	45
Black-box image deblurring and defiltering	45
Learned fractional downsampling network for adaptive video streaming	42
Selective video enhancement in the Laguerre–Gauss domain	36
Advanced transformer for high-noise image denoising: Enhanced attention and detail preservation	35
Cascaded and Recursive ConvNets (CRCNN): An effective and flexible approach for image denoising	32
Learning global and local features using graph neural networks for person re-identification	32
Source camera attribution via PRNU emphasis: Towards a generalized multiplicative model	29
Enhanced CRC-based correction of multiple errors with candidate validation	29
Multi-focus image fusion via Joint convolutional analysis and synthesis sparse representation	29
Feature back-projection guided residual refinement for real-time stereo matching network	28
Memory positional encoding for image captioning	25
Comprehensive performance analysis of objective quality metrics for digital holography	25
Feedback-based object detection for multi-person pose estimation	24
Multi-style transfer and fusion of image’s regions based on attention mechanism and instance segmentation	22
Traffic sign detection algorithm based on improved YOLOv4-Tiny	21
Automatic signboard detection and localization in densely populated developing cities	21

Image retargeting quality assessment based on saliency-driven classification	20
Transformer-based multiview spatiotemporal feature interactive fusion for human action recognition in depth videos	19
An embedded method: Improve the relevance of text and face image with enhanced face attributes	19
A low light natural image statistical model for joint contrast enhancement and denoising	19
A new method for detection and prediction of occluded text in natural scene images	19
Enhanced features in image manipulation detection	17
RGB pixel n-grams: A texture descriptor	17
Hierarchical lossless coding of light fields with improved random access	17
High-capacity coverless image steganographic scheme based on image synthesis	16
Accurate and robust visual tracking using bounding box refinement and online sample filtering	16
Data-independent low-complexity KLT approximations for image and video coding	16
A novel convolutional neural network architecture of multispectral remote sensing images for automatic material classification	16
Reinforced Res-Unet transformer for underwater image enhancement	16
Soccer line mark segmentation and classification with stochastic watershed transform	15
Editorial Board	15
Editorial Board	15
Dual attention guided multi-scale fusion network for RGB-D salient object detection	15
Spiking two-stream methods with unsupervised STDP-based learning for action recognition	15
Editorial Board	15
Single depth map super-resolution via joint non-local self-similarity modeling and local multi-directional gradient-guided regularization	15
Multi-level adversarial attention cross-modal hashing	14
Self-adaptive and learnable detail enhancement network for efficient image super resolution	14
Rethinking erasing strategy on weakly supervised object localization	14
An antagonistic training algorithm for TFT-LCD module mura defect detection	14
Systemic distortion analysis with deep distortion directed image quality assessment models	14
Editorial Board	13
Infrared and visible image fusion based on hybrid multi-scale decomposition and adaptive contrast enhancement	13
Asymmetry-aware bilinear pooling in multi-modal data for head pose estimation	13
Hybrid dual stream blender for wide baseline view synthesis	13
Background-detail restoration image deraining network based on convolutional dictionary network	13
FLQ: Design and implementation of hybrid multi-base full logarithmic quantization neural network acceleration architecture based on FPGA	13
NTRF-Net: A Fuzzy Logic-Enhanced Convolutional Neural Network for Detecting Hidden Data in Digital Images	13
Visually multimodal depression assessment based on key questions with weighted multi-task learning	13
Multiparameter discrete transforms based on discrete orthogonal polynomials and their application to image watermarking	13
A fast parallel batch image encryption algorithm using intrinsic properties of chaos	13
Jointly sparse fast hashing with orthogonal learning for large-scale image retrieval	13
Deep neural network based distortion parameter estimation for blind quality measurement of stereoscopic images	13
DJUHNet: A deep representation learning-based scheme for the task of joint image upsampling and hashing	13
Globally and locally optimized Pannini projection for high FoV rendering of 360° images	12
CT-GAN: A conditional Generative Adversarial Network of transformer architecture for text-to-image	12
Stable and compact face recognition via unlabeled data driven sparse representation-based classification	12
Multi-scale spatial convolution algorithm for lane line detection and lane offset estimation in complex road conditions	12
Adaptive hypergraph learning with multi-stage optimizations for image and tag recommendation	12
Multi-scale graph neural network for global stereo matching	12
Coupled adversarial variational autoencoder	12
QL-IQA: Learning distance distribution from quality levels for blind image quality assessment	12
Kernelized dynamic convolution routing in spatial and channel interaction for attentive concrete defect recognition	11
Enhancing fine-detail image synthesis from text descriptions by text aggregation and connection fusion module	11
A novel theoretical analysis on optimal pipeline of multi-frame image super-resolution using sparse coding	11
TBAL: Two-stage batch-mode active learning for image classification	11

A virtual-reality spatial matching algorithm and its application on equipment maintenance support: System design and user study	11
A deep learning network based end-to-end image composition	11
An ℓ0	10
Deep view synthesis with compact and adaptive Multiplane Images	10
Single image super-resolution based on mapping-vector clustering and nonlinear pixel-reconstruction	10
Editorial Board	10
SAR-CDCFRN: A novel SAR despeckling approach utilizing correlated dual channel feature-based residual network	10
FW-GAN: Underwater image enhancement using generative adversarial network with multi-scale fusion	10
Robust power line extraction from aerial image using object-based Gaussian–Markov random field with gravity property parameters	10
TMVOS: Triplet Matching for Efficient Video Object Segmentation	10
“Sparse + Low-Rank” tensor completion approach for recovering images and videos	10
Imperceptible–visible watermarking for copyright protection of digital videos based on temporal codes	10
Struck-out handwritten word detection and restoration for automatic descriptive answer evaluation	10
S2-aware network for visual recognition	10
Standard simplex induced clustering with hierarchical deep dictionary learning	10
ARRPNGAN: Text-to-image GAN with attention regularization and region proposal networks	9
Deep learning based HEVC in-loop filter and noise reduction	9
DA-Net: Deep attention network for biomedical image segmentation	9
Generic multispectral demosaicking using spectral correlation between spectral bands and pseudo-panchromatic image	9
Editorial Board	9
Full-reference calibration-free image quality assessment	9
Image super-resolution based on multifractals in transfer domain	9
Blind video quality assessment based on multilevel video perception	9
Weight-guided loss for long-tailed object detection and instance segmentation	9
Camouflaged instance segmentation based on multi-scale feature contour fusion swin transformer	9
Contrastive learning for deep tone mapping operator	9
Level set framework based on local scalable Gaussian distribution and adaptive-scale operator for accurate image segmentation and correction	9
Pair comparison based progressive subjective quality ranking for underwater images	9
Underwater image enhancement based on color restoration and dual image wavelet fusion	9
Prior-DualGAN: Rain rendering from coarse to fine	9
Dilated high-resolution network driven RGB-T multi-modal crowd counting	9
Segmentation of turbulent computational fluid dynamics simulations with unsupervised ensemble learning	9
Editorial Board	9
Feature extractor optimization for discriminative representations in Generalized Category Discovery	9
Deep-NC: A secure image transmission using deep learning and network coding	9
A distortion-free authentication method for color images with tampering localization and self-recovery	9
Non-stationary content-adaptive projector resolution enhancement	8
Dynamic and static feature fusion for increased accuracy in signature verification	8
Conditional Laplacian pyramid networks for exposure correction	8
AggNet: Learning to aggregate faces for group membership verification	8
Lp	8
Distributed source coding for utilization of inter/intra source correlation	8
AdaTriplet-RA: Domain matching via adaptive triplet and reinforced attention for unsupervised domain adaptation	8
Revisiting ensemble adversarial attack	8
Optical flow-assisted multi-level fusion network for Light Field image angular reconstruction	8
Multi-operator Image Retargeting based on Saliency Object Ranking and Similarity Evaluation Metric	8
Jomodevi: A joint motion and depth visibility prediction algorithm for perceived stereoscopic 3D quality	8
Underwater image enhancement by modified color correction and adaptive Look-Up-Table with edge-preserving filter	8
Super-resolution image visual quality assessment based on structure–texture features	8
Concept drift challenge in multimedia anomaly detection: A case study with facial datasets	8
Underwater image quality assessment method via the fusion of visual and structural information	7
Editorial Board	7
An effective feature detection approach for image stitching of near-uniform scenes	7
MR image restoration and segmentation via denoising deep adversarial network for blood vessels accurate diagnosis	7
ORB-SLAM3 and dense mapping algorithm based on improved feature matching	7
Hierarchical complementary learning for weakly supervised object localization	7
Graph-based image captioning with semantic and spatial features	7
Improved multi-focus image fusion using online convolutional sparse coding based on sample-dependent dictionary	7
USteg-DSE: Universal quantitative Steganalysis framework using Densenet merged with Squeeze & Excitation net	7
U-ATSS: A lightweight and accurate one-stage underwater object detection network	7
PointPCA+: A full-reference Point Cloud Quality Assessment metric with PCA-based features	7
Study of compression statistics and prediction of rate-distortion curves for video texture	7
A Regularization by Denoising super-resolution method based on genetic algorithms	7
AGRFNet: Two-stage cross-modal and multi-level attention gated recurrent fusion network for RGB-D saliency detection	7
Pre-encoding based temporal dependent rate–distortion optimization for HEVC	7
Are metrics measuring what they should? An evaluation of Image Captioning task metrics	7
Learning sparse feature representation for blind quality assessment of night-time images	7