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 2021-12-01 to 2025-12-01.)

Article	Citations
Editorial Board	126
Active contour model based on pre- additive bias field fitting image	98
Learning content-aware feature fusion for guided depth map super-resolution	75
Multi-layer feature fusion based image style transfer with arbitrary text condition	68
A global reweighting approach for cross-domain semantic segmentation	65
Black-box image deblurring and defiltering	57
Advanced transformer for high-noise image denoising: Enhanced attention and detail preservation	56
Multimodal style aggregation network for art image classification	44
Learned fractional downsampling network for adaptive video streaming	40
Learning global and local features using graph neural networks for person re-identification	39
Frequency-domain blind quality assessment of blurred and blocking-artefact images using Gaussian Process Regression model	38
Selective video enhancement in the Laguerre–Gauss domain	31
Editorial Board	31
Source camera attribution via PRNU emphasis: Towards a generalized multiplicative model	28
Editorial Board	28
Graph-based discriminative features learning for fine-grained image retrieval	24
Analysis discriminative convolutional graph dictionary learning for generalized signal classification	23
Multi-style transfer and fusion of image’s regions based on attention mechanism and instance segmentation	23
Feature back-projection guided residual refinement for real-time stereo matching network	21
Automatic signboard detection and localization in densely populated developing cities	20
An adaptive contextual learning network for image inpainting	19
Memory positional encoding for image captioning	19
RGB pixel n-grams: A texture descriptor	18
Data-independent low-complexity KLT approximations for image and video coding	18
Hierarchical lossless coding of light fields with improved random access	18

Soccer line mark segmentation and classification with stochastic watershed transform	17
An embedded method: Improve the relevance of text and face image with enhanced face attributes	16
Enhanced features in image manipulation detection	16
Edge-preserving smoothing using the truncated	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
Dual attention guided multi-scale fusion network for RGB-D salient object detection	15
High-capacity coverless image steganographic scheme based on image synthesis	15
Editorial Board	15
Transformer-based multiview spatiotemporal feature interactive fusion for human action recognition in depth videos	15
A new method for detection and prediction of occluded text in natural scene images	15
Reinforced Res-Unet transformer for underwater image enhancement	15
Traffic sign detection algorithm based on improved YOLOv4-Tiny	15
FANet: Feature attention network for semantic segmentation	15
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	14
Jointly sparse fast hashing with orthogonal learning for large-scale image retrieval	14
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
Self-adaptive and learnable detail enhancement network for efficient image super resolution	14
Editorial Board	14
Rethinking erasing strategy on weakly supervised object localization	14
Spiking two-stream methods with unsupervised STDP-based learning for action recognition	13
Multi-level adversarial attention cross-modal hashing	13
NTRF-Net: A fuzzy logic-enhanced convolutional neural network for detecting hidden data in digital images	13
Stable and compact face recognition via unlabeled data driven sparse representation-based classification	13
A fast parallel batch image encryption algorithm using intrinsic properties of chaos	13
DJUHNet: A deep representation learning-based scheme for the task of joint image upsampling and hashing	13
Editorial Board	12
HFINet: Heteroscale feature integration network for real-time semantic segmentation	12
Asymmetry-aware bilinear pooling in multi-modal data for head pose estimation	12
Visually multimodal depression assessment based on key questions with weighted multi-task learning	12
Deep neural network based distortion parameter estimation for blind quality measurement of stereoscopic images	12
Mining the Salient Spatio-Temporal Feature with S2TF-Net for action recognition	11
Background-detail restoration image deraining network based on convolutional dictionary network	11
Information disentanglement for unsupervised domain adaptive Oracle Bone Inscriptions detection	11
Multi-scale graph neural network for global stereo matching	11
QL-IQA: Learning distance distribution from quality levels for blind image quality assessment	11
Fast tone mapping operator for high dynamic range image using prior information	10
Optimization Model for Sign Language Recognition Using Hybrid Convolution Networks	10
CT-GAN: A conditional Generative Adversarial Network of transformer architecture for text-to-image	10
A virtual-reality spatial matching algorithm and its application on equipment maintenance support: System design and user study	10
A deep learning network based end-to-end image composition	10
TBAL: Two-stage batch-mode active learning for image classification	10
Kernelized dynamic convolution routing in spatial and channel interaction for attentive concrete defect recognition	10
FW-GAN: Underwater image enhancement using generative adversarial network with multi-scale fusion	10
“Sparse + Low-Rank” tensor completion approach for recovering images and videos	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

Globally and locally optimized Pannini projection for high FoV rendering of 360° images	10
An ℓ0	10
Editorial Board	9
Image blind denoising using dual convolutional neural network with skip connection	9
Dilated high-resolution network driven RGB-T multi-modal crowd counting	9
Standard simplex induced clustering with hierarchical deep dictionary learning	9
Imperceptible–visible watermarking for copyright protection of digital videos based on temporal codes	9
Camouflaged instance segmentation based on multi-scale feature contour fusion swin transformer	9
Facial expression transformation for anime-style image based on decoder control and attention mask	9
Weight-guided loss for long-tailed object detection and instance segmentation	9
SAR-CDCFRN: A novel SAR despeckling approach utilizing correlated dual channel feature-based residual network	9
Contrastive learning for deep tone mapping operator	9
Generic multispectral demosaicking using spectral correlation between spectral bands and pseudo-panchromatic image	9
Single image super-resolution based on mapping-vector clustering and nonlinear pixel-reconstruction	9
TMVOS: Triplet Matching for Efficient Video Object Segmentation	8
Robust power line extraction from aerial image using object-based Gaussian–Markov random field with gravity property parameters	8
A distortion-free authentication method for color images with tampering localization and self-recovery	8
Struck-out handwritten word detection and restoration for automatic descriptive answer evaluation	8
Editorial Board	8
DA-Net: Deep attention network for biomedical image segmentation	8
Deep view synthesis with compact and adaptive Multiplane Images	8
Editorial Board	8
Full-reference calibration-free image quality assessment	8
ARRPNGAN: Text-to-image GAN with attention regularization and region proposal networks	8
AdaTriplet-RA: Domain matching via adaptive triplet and reinforced attention for unsupervised domain adaptation	7
Jomodevi: A joint motion and depth visibility prediction algorithm for perceived stereoscopic 3D quality	7
360-degree video super resolution and quality enhancement challenge: Methods and results	7
Feature extractor optimization for discriminative representations in Generalized Category Discovery	7
Dynamic and static feature fusion for increased accuracy in signature verification	7
Lp	7
Concept drift challenge in multimedia anomaly detection: A case study with facial datasets	7
AggNet: Learning to aggregate faces for group membership verification	7
Underwater image enhancement by modified color correction and adaptive Look-Up-Table with edge-preserving filter	7
Prior-DualGAN: Rain rendering from coarse to fine	7
Image super-resolution based on multifractals in transfer domain	7
Multi-operator Image Retargeting based on Saliency Object Ranking and Similarity Evaluation Metric	7
Distributed source coding for utilization of inter/intra source correlation	7
Conditional Laplacian pyramid networks for exposure correction	7
Level set framework based on local scalable Gaussian distribution and adaptive-scale operator for accurate image segmentation and correction	7
Underwater image enhancement based on color restoration and dual image wavelet fusion	7
Optical flow-assisted multi-level fusion network for Light Field image angular reconstruction	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
U-ATSS: A lightweight and accurate one-stage underwater object detection network	6
Learning sparse feature representation for blind quality assessment of night-time images	6
Super-resolution image visual quality assessment based on structure–texture features	6
Hierarchical complementary learning for weakly supervised object localization	6
Adaptive cross-channel transformation based on self-modulation for learned image compression	6
Editorial Board	6
A transformer-based network for perceptual contrastive underwater image enhancement	6
Higher-order motion calibration and sparsity based outlier correction for video FRUC	6
Study of compression statistics and prediction of rate-distortion curves for video texture	6
Revisiting ensemble adversarial attack	6
Underwater image quality assessment method via the fusion of visual and structural information	6
USteg-DSE: Universal quantitative Steganalysis framework using Densenet merged with Squeeze & Excitation net	6
MR image restoration and segmentation via denoising deep adversarial network for blood vessels accurate diagnosis	6
An effective feature detection approach for image stitching of near-uniform scenes	6