OOIR: Observatory of International Research

Papers

(The TQCC of Signal Processing-Image Communication is 5. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Editorial Board	137
Multimodal style aggregation network for art image classification	112
Editorial Board	78
Selective video enhancement in the Laguerre–Gauss domain	72
Active contour model based on pre- additive bias field fitting image	56
Learning content-aware feature fusion for guided depth map super-resolution	52
Multi-layer feature fusion based image style transfer with arbitrary text condition	39
Video object segmentation based on feature compression and attention correction	34
Enhancing few-shot semantic segmentation in remote sensing through magnitude-based pruning	30
SA-MFPN: Shuffle attention multiple feature pyramid network for detecting abnormal human activities	25
Black-box image deblurring and defiltering	24
Learned fractional downsampling network for adaptive video streaming	23
Source camera attribution via PRNU emphasis: Towards a generalized multiplicative model	22
Graph-based discriminative features learning for fine-grained image retrieval	22
A global reweighting approach for cross-domain semantic segmentation	20
Learning global and local features using graph neural networks for person re-identification	19
Advanced transformer for high-noise image denoising: Enhanced attention and detail preservation	19
Natural image stitching using depth maps	19
Memory positional encoding for image captioning	18
Automatic signboard detection and localization in densely populated developing cities	17
HDRUnet3D: High dynamic range image reconstruction network with residual and illumination maps	17
Analysis discriminative convolutional graph dictionary learning for generalized signal classification	17
Ad-MNet with FConv: FPGA-enabled advanced MobileNet model with fast convolution accelerator for image resolution and quality enhancement	17
Rank-based transformation algorithm for image contrast adjustment	16
TGE: Trainable Graph Encoding for point cloud registration	16

Multi-style transfer and fusion of image’s regions based on attention mechanism and instance segmentation	16
Deep noise-tolerant hashing for remote sensing image retrieval	16
Assessing the impact of central and peripheral obstructions on visual behavior: Insights from gaze-contingent eye-tracking studies	15
An adaptive contextual learning network for image inpainting	14
Hierarchical lossless coding of light fields with improved random access	14
An embedded method: Improve the relevance of text and face image with enhanced face attributes	14
Edge-preserving smoothing using the truncated	14
Reinforced Res-Unet transformer for underwater image enhancement	13
RGB pixel n-grams: A texture descriptor	13
FANet: Feature attention network for semantic segmentation	13
Image retargeting quality assessment based on saliency-driven classification	12
Dual attention guided multi-scale fusion network for RGB-D salient object detection	12
High-capacity coverless image steganographic scheme based on image synthesis	12
Soccer line mark segmentation and classification with stochastic watershed transform	12
Accurate and robust visual tracking using bounding box refinement and online sample filtering	12
Transformer-based multiview spatiotemporal feature interactive fusion for human action recognition in depth videos	12
Traffic sign detection algorithm based on improved YOLOv4-Tiny	12
Enhanced features in image manipulation detection	11
Systemic distortion analysis with deep distortion directed image quality assessment models	11
Self-adaptive and learnable detail enhancement network for efficient image super resolution	11
Research on an adaptive robust ellipse fitting method integrating multiple weight strategies	11
The xDR dataset: A cinematic natively graded HDR & SDR dataset for evaluation of inverse tone mapping methods	11
Editorial Board	11
Editorial Board	11
NTRF-Net: A fuzzy logic-enhanced convolutional neural network for detecting hidden data in digital images	10
Rethinking erasing strategy on weakly supervised object localization	10
Multi-level adversarial attention cross-modal hashing	10
Infrared and visible image fusion based on hybrid multi-scale decomposition and adaptive contrast enhancement	10
Spiking two-stream methods with unsupervised STDP-based learning for action recognition	10
HOICNet: Low-Dose CT image denoising network based on higher-order feature attention mechanism and irregular convolution	9
An antagonistic training algorithm for TFT-LCD module mura defect detection	9
Editorial Board	9
FLQ: Design and implementation of hybrid multi-base full logarithmic quantization neural network acceleration architecture based on FPGA	9
CoMFE-YOLOv5: Coordinate Multi-Branch Feature Enhancement YOLOv5 for small object detection in UAVs	9
Visually multimodal depression assessment based on key questions with weighted multi-task learning	9
YUW-Net: A Y-shaped deep network for enhancement of Under-water images	9
AGMamba: Monocular 3D human pose estimation with a spatio-temporal Mamba-AGCN network	9
Jointly sparse fast hashing with orthogonal learning for large-scale image retrieval	9
Asymmetry-aware bilinear pooling in multi-modal data for head pose estimation	9
Deep neural network based distortion parameter estimation for blind quality measurement of stereoscopic images	9
Stable and compact face recognition via unlabeled data driven sparse representation-based classification	8
Context aware Violence Detection in Videos using an Optimized Atrous Convolutional Stacked sparse Autoencoder Model	8
CT-GAN: A conditional Generative Adversarial Network of transformer architecture for text-to-image	8
Enhancing fine-detail image synthesis from text descriptions by text aggregation and connection fusion module	8
Background-detail restoration image deraining network based on convolutional dictionary network	8
DJUHNet: A deep representation learning-based scheme for the task of joint image upsampling and hashing	8
Optimization model for sign language recognition using hybrid convolution networks	8
Globally and locally optimized Pannini projection for high FoV rendering of 360° images	8
HFINet: Heteroscale feature integration network for real-time semantic segmentation	8
Information disentanglement for unsupervised domain adaptive Oracle Bone Inscriptions detection	8

TBAL: Two-stage batch-mode active learning for image classification	8
A virtual-reality spatial matching algorithm and its application on equipment maintenance support: System design and user study	8
Deep neighbor-aware hashing with global-local representation for multi-label remote sensing image retrieval	7
“Sparse + Low-Rank” tensor completion approach for recovering images and videos	7
FW-GAN: Underwater image enhancement using generative adversarial network with multi-scale fusion	7
Camouflaged instance segmentation based on multi-scale feature contour fusion swin transformer	7
MAPLE: Combination of multiple angles of view and enhanced pseudo-label generation for unsupervised person re-identification	7
A novel theoretical analysis on optimal pipeline of multi-frame image super-resolution using sparse coding	7
FAPS-MER: Facial action position and semantic based interactive fusion for micro-expression recognition	7
SAR-CDCFRN: A novel SAR despeckling approach utilizing correlated dual channel feature-based residual network	7
Multi-scale graph neural network for global stereo matching	7
Dilated high-resolution network driven RGB-T multi-modal crowd counting	7
Kernelized dynamic convolution routing in spatial and channel interaction for attentive concrete defect recognition	7
Mining the Salient Spatio-Temporal Feature with S2TF-Net for action recognition	7
Cross-scale matching representation network for panchromatic and multispectral image fusion	7
Editorial Board	7
Fast tone mapping operator for high dynamic range image using prior information	7
Video and text semantic center alignment for text-video cross-modal retrieval	7
TMVOS: Triplet Matching for Efficient Video Object Segmentation	6
Global and local collaborative learning for no-reference omnidirectional image quality assessment	6
Editorial Board	6
Prior-DualGAN: Rain rendering from coarse to fine	6
Image super-resolution based on multifractals in transfer domain	6
Deep view synthesis with compact and adaptive Multiplane Images	6
Struck-out handwritten word detection and restoration for automatic descriptive answer evaluation	6
Editorial Board	6
Contrastive learning for deep tone mapping operator	6
Distance self-adaptive fuzzy c-means and its application to image segmentation	6
Feature extractor optimization for discriminative representations in Generalized Category Discovery	6
Image blind denoising using dual convolutional neural network with skip connection	6
Standard simplex induced clustering with hierarchical deep dictionary learning	6
Facial expression transformation for anime-style image based on decoder control and attention mask	6
Advancing multimodal biometric image retrieval with sparse spectral graph convolution network and banyan tree growth optimization	6
DA-Net: Deep attention network for biomedical image segmentation	6
Editorial Board	6
Dynamic and static feature fusion for increased accuracy in signature verification	6
Weight-guided loss for long-tailed object detection and instance segmentation	6
Generic multispectral demosaicking using spectral correlation between spectral bands and pseudo-panchromatic image	6
Full-reference calibration-free image quality assessment	5
AdaTriplet-RA: Domain matching via adaptive triplet and reinforced attention for unsupervised domain adaptation	5
Underwater image enhancement based on color restoration and dual image wavelet fusion	5
Distributed source coding for utilization of inter/intra source correlation	5
Adaptive cross-channel transformation based on self-modulation for learned image compression	5
DUALF-D: Disentangled dual-hyperprior approach for light field image compression	5
USteg-DSE: Universal quantitative Steganalysis framework using Densenet merged with Squeeze & Excitation net	5
TOL-YOLO: A lightweight transformer oil leakage detection algorithm based on YOLOv8	5
Underwater image quality assessment method via the fusion of visual and structural information	5
Jomodevi: A joint motion and depth visibility prediction algorithm for perceived stereoscopic 3D quality	5
Lp	5
Concept drift challenge in multimedia anomaly detection: A case study with facial datasets	5
ARRPNGAN: Text-to-image GAN with attention regularization and region proposal networks	5
360-degree video super resolution and quality enhancement challenge: Methods and results	5
Underwater image enhancement by modified color correction and adaptive Look-Up-Table with edge-preserving filter	5
An effective feature detection approach for image stitching of near-uniform scenes	5
ORB-SLAM3 and dense mapping algorithm based on improved feature matching	5
Revisiting ensemble adversarial attack	5
Learning sparse feature representation for blind quality assessment of night-time images	5
Super-resolution image visual quality assessment based on structure–texture features	5
3D differential decomposition for video deepfake detection with identity suppression	5
Multi-operator Image Retargeting based on Saliency Object Ranking and Similarity Evaluation Metric	5
A distortion-free authentication method for color images with tampering localization and self-recovery	5
Conditional Laplacian pyramid networks for exposure correction	5
UIQA-MSST: Multi-Scale Staircase-Transformer Fusion for Underwater Image Quality Assessment	5
Deep learning model with co-ordinated relationship for image captioning enabled via attentional language encoder-decoder	5
Higher-order motion calibration and sparsity based outlier correction for video FRUC	5
Optical flow-assisted multi-level fusion network for Light Field image angular reconstruction	5
Graph-based image captioning with semantic and spatial features	5
AggNet: Learning to aggregate faces for group membership verification	5