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 2022-05-01 to 2026-05-01.)

Article	Citations
Editorial Board	136
Editorial Board	111
Selective video enhancement in the Laguerre–Gauss domain	95
Active contour model based on pre- additive bias field fitting image	76
Learning content-aware feature fusion for guided depth map super-resolution	71
A global reweighting approach for cross-domain semantic segmentation	67
Multimodal style aggregation network for art image classification	56
Graph-based discriminative features learning for fine-grained image retrieval	50
Advanced transformer for high-noise image denoising: Enhanced attention and detail preservation	39
Learning global and local features using graph neural networks for person re-identification	34
SA-MFPN: Shuffle attention multiple feature pyramid network for detecting abnormal human activities	30
Source camera attribution via PRNU emphasis: Towards a generalized multiplicative model	24
Black-box image deblurring and defiltering	24
Multi-layer feature fusion based image style transfer with arbitrary text condition	23
Enhancing few-shot semantic segmentation in remote sensing through magnitude-based pruning	22
Video object segmentation based on feature compression and attention correction	22
Automatic signboard detection and localization in densely populated developing cities	19
Learned fractional downsampling network for adaptive video streaming	19
Memory positional encoding for image captioning	19
Analysis discriminative convolutional graph dictionary learning for generalized signal classification	19
Natural image stitching using depth maps	19
HDRUnet3D: High dynamic range image reconstruction network with residual and illumination maps	18
Ad-MNet with FConv: FPGA-enabled advanced MobileNet model with fast convolution accelerator for image resolution and quality enhancement	18
Deep noise-tolerant hashing for remote sensing image retrieval	17
Multi-style transfer and fusion of image’s regions based on attention mechanism and instance segmentation	17

Rank-based transformation algorithm for image contrast adjustment	17
Edge-preserving smoothing using the truncated	16
Hierarchical lossless coding of light fields with improved random access	16
An embedded method: Improve the relevance of text and face image with enhanced face attributes	16
An adaptive contextual learning network for image inpainting	16
Enhanced features in image manipulation detection	16
FANet: Feature attention network for semantic segmentation	15
Reinforced Res-Unet transformer for underwater image enhancement	15
High-capacity coverless image steganographic scheme based on image synthesis	14
RGB pixel n-grams: A texture descriptor	14
Image retargeting quality assessment based on saliency-driven classification	13
Accurate and robust visual tracking using bounding box refinement and online sample filtering	13
Editorial Board	12
Traffic sign detection algorithm based on improved YOLOv4-Tiny	12
Transformer-based multiview spatiotemporal feature interactive fusion for human action recognition in depth videos	12
Soccer line mark segmentation and classification with stochastic watershed transform	12
Self-adaptive and learnable detail enhancement network for efficient image super resolution	12
The xDR dataset: A cinematic natively graded HDR & SDR dataset for evaluation of inverse tone mapping methods	12
Dual attention guided multi-scale fusion network for RGB-D salient object detection	12
Jointly sparse fast hashing with orthogonal learning for large-scale image retrieval	11
FLQ: Design and implementation of hybrid multi-base full logarithmic quantization neural network acceleration architecture based on FPGA	11
Multi-level adversarial attention cross-modal hashing	11
Editorial Board	11
Research on an adaptive robust ellipse fitting method integrating multiple weight strategies	11
An antagonistic training algorithm for TFT-LCD module mura defect detection	11
Rethinking erasing strategy on weakly supervised object localization	11
Systemic distortion analysis with deep distortion directed image quality assessment models	11
Infrared and visible image fusion based on hybrid multi-scale decomposition and adaptive contrast enhancement	11
Spiking two-stream methods with unsupervised STDP-based learning for action recognition	11
NTRF-Net: A fuzzy logic-enhanced convolutional neural network for detecting hidden data in digital images	10
HOICNet: Low-Dose CT image denoising network based on higher-order feature attention mechanism and irregular convolution	10
Editorial Board	10
AGMamba: Monocular 3D human pose estimation with a spatio-temporal Mamba-AGCN network	10
Deep neural network based distortion parameter estimation for blind quality measurement of stereoscopic images	10
Stable and compact face recognition via unlabeled data driven sparse representation-based classification	9
HFINet: Heteroscale feature integration network for real-time semantic segmentation	9
Information disentanglement for unsupervised domain adaptive Oracle Bone Inscriptions detection	9
DJUHNet: A deep representation learning-based scheme for the task of joint image upsampling and hashing	9
Visually multimodal depression assessment based on key questions with weighted multi-task learning	9
Asymmetry-aware bilinear pooling in multi-modal data for head pose estimation	9
CT-GAN: A conditional Generative Adversarial Network of transformer architecture for text-to-image	9
YUW-Net: A Y-shaped deep network for enhancement of Under-water images	9
Background-detail restoration image deraining network based on convolutional dictionary network	9
TBAL: Two-stage batch-mode active learning for image classification	9
“Sparse + Low-Rank” tensor completion approach for recovering images and videos	8
MAPLE: Combination of multiple angles of view and enhanced pseudo-label generation for unsupervised person re-identification	8
Multi-scale graph neural network for global stereo matching	8
Video and text semantic center alignment for text-video cross-modal retrieval	8
A virtual-reality spatial matching algorithm and its application on equipment maintenance support: System design and user study	8
Globally and locally optimized Pannini projection for high FoV rendering of 360° images	8

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