Signal Processing-Image Communication

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 2022-08-01 to 2026-08-01.)
ArticleCitations
Editorial Board144
Multimodal style aggregation network for art image classification119
Editorial Board81
Selective video enhancement in the Laguerre–Gauss domain72
Active contour model based on pre- additive bias field fitting image61
Learning content-aware feature fusion for guided depth map super-resolution53
Multi-layer feature fusion based image style transfer with arbitrary text condition41
Video object segmentation based on feature compression and attention correction34
Enhancing few-shot semantic segmentation in remote sensing through magnitude-based pruning33
Advanced transformer for high-noise image denoising: Enhanced attention and detail preservation25
Learning global and local features using graph neural networks for person re-identification24
SA-MFPN: Shuffle attention multiple feature pyramid network for detecting abnormal human activities23
Black-box image deblurring and defiltering22
Source camera attribution via PRNU emphasis: Towards a generalized multiplicative model22
Learned fractional downsampling network for adaptive video streaming22
Graph-based discriminative features learning for fine-grained image retrieval21
Natural image stitching using depth maps19
A global reweighting approach for cross-domain semantic segmentation18
Ad-MNet with FConv: FPGA-enabled advanced MobileNet model with fast convolution accelerator for image resolution and quality enhancement17
HDRUnet3D: High dynamic range image reconstruction network with residual and illumination maps17
Memory positional encoding for image captioning17
Automatic signboard detection and localization in densely populated developing cities17
Multi-style transfer and fusion of image’s regions based on attention mechanism and instance segmentation16
Analysis discriminative convolutional graph dictionary learning for generalized signal classification16
Deep noise-tolerant hashing for remote sensing image retrieval15
Rank-based transformation algorithm for image contrast adjustment15
High-resolution lunar crater detection and chronology estimation through generative enhancement and redundancy filtering14
Reinforced Res-Unet transformer for underwater image enhancement14
Transformer-based multiview spatiotemporal feature interactive fusion for human action recognition in depth videos14
Grayscale-inversion and rotation invariant texture descriptor: Non-Local Binary Derivative Pattern14
RGB pixel n-grams: A texture descriptor14
Soccer line mark segmentation and classification with stochastic watershed transform13
The xDR dataset: A cinematic natively graded HDR & SDR dataset for evaluation of inverse tone mapping methods13
High-capacity coverless image steganographic scheme based on image synthesis13
An embedded method: Improve the relevance of text and face image with enhanced face attributes13
Edge-preserving smoothing using the truncated 13
Dual attention guided multi-scale fusion network for RGB-D salient object detection12
Accurate and robust visual tracking using bounding box refinement and online sample filtering12
Systemic distortion analysis with deep distortion directed image quality assessment models12
Traffic sign detection algorithm based on improved YOLOv4-Tiny12
FANet: Feature attention network for semantic segmentation12
Editorial Board12
Enhanced features in image manipulation detection12
An adaptive contextual learning network for image inpainting12
Self-adaptive and learnable detail enhancement network for efficient image super resolution12
Editorial Board12
Spiking two-stream methods with unsupervised STDP-based learning for action recognition11
Research on an adaptive robust ellipse fitting method integrating multiple weight strategies11
Rethinking erasing strategy on weakly supervised object localization11
Infrared and visible image fusion based on hybrid multi-scale decomposition and adaptive contrast enhancement11
Jointly sparse fast hashing with orthogonal learning for large-scale image retrieval10
Multi-level adversarial attention cross-modal hashing10
An antagonistic training algorithm for TFT-LCD module mura defect detection10
A survey of superpixel methods and their applications10
FLQ: Design and implementation of hybrid multi-base full logarithmic quantization neural network acceleration architecture based on FPGA9
Deep neural network based distortion parameter estimation for blind quality measurement of stereoscopic images9
Visually multimodal depression assessment based on key questions with weighted multi-task learning9
HFINet: Heteroscale feature integration network for real-time semantic segmentation9
DJUHNet: A deep representation learning-based scheme for the task of joint image upsampling and hashing9
AGMamba: Monocular 3D human pose estimation with a spatio-temporal Mamba-AGCN network9
Asymmetry-aware bilinear pooling in multi-modal data for head pose estimation9
NTRF-Net: A fuzzy logic-enhanced convolutional neural network for detecting hidden data in digital images9
Stable and compact face recognition via unlabeled data driven sparse representation-based classification9
Information disentanglement for unsupervised domain adaptive Oracle Bone Inscriptions detection9
HOICNet: Low-Dose CT image denoising network based on higher-order feature attention mechanism and irregular convolution9
Editorial Board9
Background-detail restoration image deraining network based on convolutional dictionary network9
YUW-Net: A Y-shaped deep network for enhancement of Under-water images9
Optimization model for sign language recognition using hybrid convolution networks8
Mining the Salient Spatio-Temporal Feature with S2TF-Net for action recognition8
Deep neighbor-aware hashing with global-local representation for multi-label remote sensing image retrieval8
A novel theoretical analysis on optimal pipeline of multi-frame image super-resolution using sparse coding8
Globally and locally optimized Pannini projection for high FoV rendering of 360° images8
Fast tone mapping operator for high dynamic range image using prior information8
Deep semantic channel hashing for large-scale image retrieval8
Video and text semantic center alignment for text-video cross-modal retrieval8
Enhancing fine-detail image synthesis from text descriptions by text aggregation and connection fusion module8
A virtual-reality spatial matching algorithm and its application on equipment maintenance support: System design and user study8
CT-GAN: A conditional Generative Adversarial Network of transformer architecture for text-to-image8
FAPS-MER: Facial action position and semantic based interactive fusion for micro-expression recognition8
MAPLE: Combination of multiple angles of view and enhanced pseudo-label generation for unsupervised person re-identification8
Cross-scale matching representation network for panchromatic and multispectral image fusion8
FW-GAN: Underwater image enhancement using generative adversarial network with multi-scale fusion7
Deep view synthesis with compact and adaptive Multiplane Images7
SAR-CDCFRN: A novel SAR despeckling approach utilizing correlated dual channel feature-based residual network7
Editorial Board7
Editorial Board7
TBAL: Two-stage batch-mode active learning for image classification7
Facial expression transformation for anime-style image based on decoder control and attention mask7
“Sparse + Low-Rank” tensor completion approach for recovering images and videos7
Advancing multimodal biometric image retrieval with sparse spectral graph convolution network and banyan tree growth optimization7
Generic multispectral demosaicking using spectral correlation between spectral bands and pseudo-panchromatic image7
Multi-scale graph neural network for global stereo matching7
Contrastive learning for deep tone mapping operator7
TMVOS: Triplet Matching for Efficient Video Object Segmentation7
Kernelized dynamic convolution routing in spatial and channel interaction for attentive concrete defect recognition7
Camouflaged instance segmentation based on multi-scale feature contour fusion swin transformer7
Global and local collaborative learning for no-reference omnidirectional image quality assessment6
Standard simplex induced clustering with hierarchical deep dictionary learning6
Editorial Board6
Editorial Board6
Feature extractor optimization for discriminative representations in Generalized Category Discovery6
Full-reference calibration-free image quality assessment6
Weight-guided loss for long-tailed object detection and instance segmentation6
RGB-D salient object detection via cross-modal adaptive correlation learning network6
Dilated high-resolution network driven RGB-T multi-modal crowd counting6
Image blind denoising using dual convolutional neural network with skip connection6
Du-CIPT: Dual Cross-Modal Interactive Pyramid Transformer for RGB-Thermal salient object detection and segmentation6
Dynamic and static feature fusion for increased accuracy in signature verification6
Distance self-adaptive fuzzy c-means and its application to image segmentation6
DA-Net: Deep attention network for biomedical image segmentation6
ADC-Net: a deep attention-based framework for preserving fine image details in denoising6
Struck-out handwritten word detection and restoration for automatic descriptive answer evaluation6
Image super-resolution based on multifractals in transfer domain6
Prior-DualGAN: Rain rendering from coarse to fine6
A distortion-free authentication method for color images with tampering localization and self-recovery6
Improved multi-focus image fusion using online convolutional sparse coding based on sample-dependent dictionary5
ARRPNGAN: Text-to-image GAN with attention regularization and region proposal networks5
Multi-operator Image Retargeting based on Saliency Object Ranking and Similarity Evaluation Metric5
UIQA-MSST: Multi-Scale Staircase-Transformer Fusion for Underwater Image Quality Assessment5
3D point cloud segmentation based on updated restrictions for contact and intersection objects5
AggNet: Learning to aggregate faces for group membership verification5
Ranking-based scores for the assessment of aesthetic quality in photography5
U-ATSS: A lightweight and accurate one-stage underwater object detection network5
PointPCA+: A full-reference Point Cloud Quality Assessment metric with PCA-based features5
Single object tracking based on Spatio-Temporal information5
360-degree video super resolution and quality enhancement challenge: Methods and results5
Are metrics measuring what they should? An evaluation of Image Captioning task metrics5
Underwater image quality assessment method via the fusion of visual and structural information5
ORB-SLAM3 and dense mapping algorithm based on improved feature matching5
Conditional Laplacian pyramid networks for exposure correction5
AdaTriplet-RA: Domain matching via adaptive triplet and reinforced attention for unsupervised domain adaptation5
Jomodevi: A joint motion and depth visibility prediction algorithm for perceived stereoscopic 3D quality5
Lp5
SCEConv: Spatial–Channel Enhancement Convolution for feature redundancy compression5
Higher-order motion calibration and sparsity based outlier correction for video FRUC5
Statistical hypothesis testing as a novel perspective of pooling for image quality assessment5
DPMMN: A dual performer-multi-modal network for emotion recognition5
Pre-encoding based temporal dependent rate–distortion optimization for HEVC5
Multi-Frame Adaptive Image Enhancement Algorithm for vehicle-mounted dynamic scenes5
Revisiting ensemble adversarial attack5
DUALF-D: Disentangled dual-hyperprior approach for light field image compression5
Adaptive cross-channel transformation based on self-modulation for learned image compression5
Deep learning model with co-ordinated relationship for image captioning enabled via attentional language encoder-decoder5
TOL-YOLO: A lightweight transformer oil leakage detection algorithm based on YOLOv85
Concept drift challenge in multimedia anomaly detection: A case study with facial datasets5
3D differential decomposition for video deepfake detection with identity suppression5
Underwater image enhancement based on color restoration and dual image wavelet fusion5
Graph-based image captioning with semantic and spatial features5
Super-resolution image visual quality assessment based on structure–texture features5
Learning sparse feature representation for blind quality assessment of night-time images5
MR image restoration and segmentation via denoising deep adversarial network for blood vessels accurate diagnosis5
USteg-DSE: Universal quantitative Steganalysis framework using Densenet merged with Squeeze & Excitation net5
A transformer-based network for perceptual contrastive underwater image enhancement5
Underwater image enhancement by modified color correction and adaptive Look-Up-Table with edge-preserving filter5
An effective feature detection approach for image stitching of near-uniform scenes5
Optical flow-assisted multi-level fusion network for Light Field image angular reconstruction5
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