OOIR: Observatory of International Research

Papers

(The TQCC of Signal Processing-Image Communication 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 2021-06-01 to 2025-06-01.)

Article	Citations
Editorial Board	215
Editorial Board	121
Editorial Board	112
Graph-based discriminative features learning for fine-grained image retrieval	74
Learning content-aware feature fusion for guided depth map super-resolution	58
Multi-layer feature fusion based image style transfer with arbitrary text condition	57
An extended context-based entropy hybrid modeling for image compression	55
A global reweighting approach for cross-domain semantic segmentation	54
Black-box image deblurring and defiltering	50
Frequency-domain blind quality assessment of blurred and blocking-artefact images using Gaussian Process Regression model	45
Selective video enhancement in the Laguerre–Gauss domain	44
Learned fractional downsampling network for adaptive video streaming	44
Learning global and local features using graph neural networks for person re-identification	40
Cascaded and Recursive ConvNets (CRCNN): An effective and flexible approach for image denoising	37
Source camera attribution via PRNU emphasis: Towards a generalized multiplicative model	36
Multi-focus image fusion via Joint convolutional analysis and synthesis sparse representation	33
Enhanced CRC-based correction of multiple errors with candidate validation	33
Memory positional encoding for image captioning	31
Feature back-projection guided residual refinement for real-time stereo matching network	31
Comprehensive performance analysis of objective quality metrics for digital holography	29
Feedback-based object detection for multi-person pose estimation	28
MFIF-GAN: A new generative adversarial network for multi-focus image fusion	28
Multi-style transfer and fusion of image’s regions based on attention mechanism and instance segmentation	28
Automatic signboard detection and localization in densely populated developing cities	27
Traffic sign detection algorithm based on improved YOLOv4-Tiny	26

Image retargeting quality assessment based on saliency-driven classification	25
Transformer-based multiview spatiotemporal feature interactive fusion for human action recognition in depth videos	23
A new method for detection and prediction of occluded text in natural scene images	23
Soccer line mark segmentation and classification with stochastic watershed transform	22
High-capacity coverless image steganographic scheme based on image synthesis	21
An embedded method: Improve the relevance of text and face image with enhanced face attributes	21
A low light natural image statistical model for joint contrast enhancement and denoising	20
Hierarchical lossless coding of light fields with improved random access	19
Enhanced features in image manipulation detection	19
Dual attention guided multi-scale fusion network for RGB-D salient object detection	19
RGB pixel n-grams: A texture descriptor	18
Accurate and robust visual tracking using bounding box refinement and online sample filtering	17
Data-independent low-complexity KLT approximations for image and video coding	17
Reinforced Res-Unet transformer for underwater image enhancement	17
Editorial Board	16
A novel convolutional neural network architecture of multispectral remote sensing images for automatic material classification	16
Editorial Board	16
Jointly sparse fast hashing with orthogonal learning for large-scale image retrieval	16
Editorial Board	16
Infrared and visible image fusion based on hybrid multi-scale decomposition and adaptive contrast enhancement	15
FLQ: Design and implementation of hybrid multi-base full logarithmic quantization neural network acceleration architecture based on FPGA	15
A fast parallel batch image encryption algorithm using intrinsic properties of chaos	15
Spiking two-stream methods with unsupervised STDP-based learning for action recognition	15
Single depth map super-resolution via joint non-local self-similarity modeling and local multi-directional gradient-guided regularization	15
Editorial Board	14
An antagonistic training algorithm for TFT-LCD module mura defect detection	14
Asymmetry-aware bilinear pooling in multi-modal data for head pose estimation	14
Editorial Board	14
Multi-level adversarial attention cross-modal hashing	14
Multi-stream pose convolutional neural networks for human interaction recognition in images	14
Systemic distortion analysis with deep distortion directed image quality assessment models	14
Deep neural network based distortion parameter estimation for blind quality measurement of stereoscopic images	13
Background-detail restoration image deraining network based on convolutional dictionary network	13
Imperceptible–visible watermarking for copyright protection of digital videos based on temporal codes	13
QL-IQA: Learning distance distribution from quality levels for blind image quality assessment	13
Hybrid dual stream blender for wide baseline view synthesis	13
Stable and compact face recognition via unlabeled data driven sparse representation-based classification	13
Globally and locally optimized Pannini projection for high FoV rendering of 360° images	13
DJUHNet: A deep representation learning-based scheme for the task of joint image upsampling and hashing	13
Multiparameter discrete transforms based on discrete orthogonal polynomials and their application to image watermarking	13
Multi-scale graph neural network for global stereo matching	13
SAR-CDCFRN: A novel SAR despeckling approach utilizing correlated dual channel feature-based residual network	13
Multi-scale spatial convolution algorithm for lane line detection and lane offset estimation in complex road conditions	12
TBAL: Two-stage batch-mode active learning for image classification	12
An ℓ0	12
“Sparse + Low-Rank” tensor completion approach for recovering images and videos	12
A deep learning network based end-to-end image composition	12
Coupled adversarial variational autoencoder	12
Adaptive hypergraph learning with multi-stage optimizations for image and tag recommendation	12
A virtual-reality spatial matching algorithm and its application on equipment maintenance support: System design and user study	11

FW-GAN: Underwater image enhancement using generative adversarial network with multi-scale fusion	11
Struck-out handwritten word detection and restoration for automatic descriptive answer evaluation	11
Kernelized dynamic convolution routing in spatial and channel interaction for attentive concrete defect recognition	11
A novel theoretical analysis on optimal pipeline of multi-frame image super-resolution using sparse coding	11
Dilated high-resolution network driven RGB-T multi-modal crowd counting	11
Standard simplex induced clustering with hierarchical deep dictionary learning	11
Enhancing fine-detail image synthesis from text descriptions by text aggregation and connection fusion module	11
CT-GAN: A conditional Generative Adversarial Network of transformer architecture for text-to-image	11
Generic multispectral demosaicking using spectral correlation between spectral bands and pseudo-panchromatic image	11
Editorial Board	11
Robust power line extraction from aerial image using object-based Gaussian–Markov random field with gravity property parameters	10
S2-aware network for visual recognition	10
Single image super-resolution based on mapping-vector clustering and nonlinear pixel-reconstruction	10
Deep view synthesis with compact and adaptive Multiplane Images	10
BGT: A blind image quality evaluator via gradient and texture statistical features	10
TMVOS: Triplet Matching for Efficient Video Object Segmentation	10
Deep-NC: A secure image transmission using deep learning and network coding	9
Deep learning based HEVC in-loop filter and noise reduction	9
Prior-DualGAN: Rain rendering from coarse to fine	9
ARRPNGAN: Text-to-image GAN with attention regularization and region proposal networks	9
Full-reference calibration-free image quality assessment	9
Segmentation of turbulent computational fluid dynamics simulations with unsupervised ensemble learning	9
Editorial Board	9
Dynamic and static feature fusion for increased accuracy in signature verification	9
Pair comparison based progressive subjective quality ranking for underwater images	9
Blind video quality assessment based on multilevel video perception	9
A blind color digital image watermarking method based on image correction and eigenvalue decomposition	9
Non-stationary content-adaptive projector resolution enhancement	9
Contrastive learning for deep tone mapping operator	9
Editorial Board	9
Level set framework based on local scalable Gaussian distribution and adaptive-scale operator for accurate image segmentation and correction	9
Underwater image enhancement based on color restoration and dual image wavelet fusion	9
Feature extractor optimization for discriminative representations in Generalized Category Discovery	9
A distortion-free authentication method for color images with tampering localization and self-recovery	9
Multi-operator Image Retargeting based on Saliency Object Ranking and Similarity Evaluation Metric	9
Weight-guided loss for long-tailed object detection and instance segmentation	9
Image super-resolution based on multifractals in transfer domain	9
Optical flow-assisted multi-level fusion network for Light Field image angular reconstruction	8
Conditional Laplacian pyramid networks for exposure correction	8
AdaTriplet-RA: Domain matching via adaptive triplet and reinforced attention for unsupervised domain adaptation	8
Concept drift challenge in multimedia anomaly detection: A case study with facial datasets	8
Underwater image enhancement by modified color correction and adaptive Look-Up-Table with edge-preserving filter	8
Underwater image enhancement via integrated RGB and LAB color models	8
Improved multi-focus image fusion using online convolutional sparse coding based on sample-dependent dictionary	8
AGRFNet: Two-stage cross-modal and multi-level attention gated recurrent fusion network for RGB-D saliency detection	8
Revisiting ensemble adversarial attack	8
Distributed source coding for utilization of inter/intra source correlation	8
Jomodevi: A joint motion and depth visibility prediction algorithm for perceived stereoscopic 3D quality	8
Hierarchical complementary learning for weakly supervised object localization	8
USteg-DSE: Universal quantitative Steganalysis framework using Densenet merged with Squeeze & Excitation net	8
Are metrics measuring what they should? An evaluation of Image Captioning task metrics	8
Editorial Board	8
Super-resolution image visual quality assessment based on structure–texture features	8
AggNet: Learning to aggregate faces for group membership verification	8
Lp	8
A Regularization by Denoising super-resolution method based on genetic algorithms	8
An effective feature detection approach for image stitching of near-uniform scenes	8
Learning sparse feature representation for blind quality assessment of night-time images	8
Study of compression statistics and prediction of rate-distortion curves for video texture	8
Graph-based image captioning with semantic and spatial features	8