Journal of Real-Time Image Processing

Article	Citations
Efficient target detection algorithm for real-time industrial surveillance based on higher-order information fusion	600
HAS-DETR: a real-time lightweight traffic sign detection model	104
3D reconstruction method of welding area by fusion of coding raster and semantic segmentation network	104
D2net: a dual-branch lightweight network for conveyor belt rotation detection in pipe belt conveyors	103
Lw4s: a lightweight semantic sigmentation model of urban street scene	88
Empowering individuals with disabilities: a real-time, cost-effective, calibration-free assistive system utilizing eye tracking	63
Real-time detection of small underwater organisms with a novel lightweight SFESI-YOLOv8n model	57
A real-time foreign object detection method based on deep learning in complex open railway environments	57
LUW-DETR: a lightweight underwater object detection based on DETR	56
A quality-gated hybrid Viola–Jones pipeline for efficient face detection under computational constraints	54
A real-time and efficient surface defect detection method based on YOLOv4	47
A high throughput JPEG2000 lossless encoder architecture	45
Scalable and custom-precision floating-point hardware convolution core for using in AI edge processors	45
WT-DETR: Wavelet-enhanced DETR for robust tiny object detection via multi-scale feature optimization	45
Efficiency and complexity analysis of video-based and geometry-based point cloud encoders	42
Few-shot learning for facial expression recognition: a comprehensive survey	41
A real-time fall detection model based on BlazePose and improved ST-GCN	40
Multi-material blind beam hardening correction in near real-time based on non-linearity adjustment of projections	39
Low-cost low-power approximated VLSI architecture for high-quality image scaling in mobile devices	37
Efficient shadow removal using LSFormer with DiNA attention and dual-scale gated feedforward network	34
Efficient denoising method for real-world noise image using Scalable Convolution and Channel Interaction Attention	34
An efficient image steganographic scheme for a real-time embedded system and its hardware implementation on AMD Xilinx Zynq-7000 APSoC platform	33
GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19	33
L-YOLOv4: lightweight YOLOv4 based on modified RFB-s and depthwise separable convolution for multi-target detection in complex scenes	33
Real-time pedestrian recognition model on edge device using infrared vision system	33

Correction: Driver fatigue detection based on improved YOLOv7	32
A resource-efficient partial 3D convolution for gesture recognition	31
Automated stenosis detection in coronary artery disease using yolov9c: Enhanced efficiency and accuracy in real-time applications	31
MED-YOLOv8s: a new real-time road crack, pothole, and patch detection model	30
IPCRGC-YOLOv7: face mask detection algorithm based on improved partial convolution and recursive gated convolution	29
Selfredepth	29
A novel finetuned YOLOv6 transfer learning model for real-time object detection	29
Realistic real-time processing of anime portraits based on generative adversarial networks	28
TRS-YOLO: a lightweight insulator defect detection method based on enhanced YOLOv12	28
Auto-accel: a SW/HW co-design framework with adaptive unified buffer mapping and power-of-two quantization for FPGA-based object detection accelerators	28
Faster RCNN based robust vehicle detection algorithm for identifying and classifying vehicles	28
Driver fatigue detection based on comprehensive facial features and gated recurrent unit	28
Urtnet: an unstructured feature fusion network for real-time detection of endoscopic surgical instruments	27
Weighted edge-based low-cost artifacts-free high-quality VLSI implementation for demosaicking	27
A novel single kernel parallel image encryption scheme based on a chaotic map	27
FANet: focus-aware lightweight light field salient object detection network	26
Energy-efficient real-time visual image adversarial generation and processing algorithm for new energy vehicles	25
Enhanced data fusion of ultrasonic and stereo vision in real-time obstacle detection	25
Real-time lossless image compression by dynamic Huffman coding hardware implementation	25
M-YOLO: an object detector based on global context information for infrared images	24
Beyond obstacles: feather-light YOLO11-LES for real-time ripeness detection of occluded strawberries in greenhouses	23
AM YOLO: adaptive multi-scale YOLO for ship instance segmentation	23
DCC-DETR: a real-time lightweight gesture recognition network for home human–robot interaction	23
CMCF-DETR: a real-time lightweight DETR model for foreign object detection on coal mine conveyor belts	23
Real-time object detection method of melon leaf diseases under complex background in greenhouse	22
RDB-YOLOv8n: Insulator defect detection based on improved lightweight YOLOv8n model	22
Slim-YOLO-PR_KD: an efficient pose-varied object detection method for underground coal mine	22
Reference picture selection scheme for robust HEVC video transmission using compressed domain saliency map	21
EMDANet: real-time road crack detection in UAV remote sensing images via multi-scale dual-attention network	21
HCF-YOLO: a high-performance traffic sign detection model with hybrid channel fusion and auxiliary box regression	21
Real-time low-light video enhancement on smartphones	21
Real-time fall detection algorithm based on FFD-AlphaPose and CTR–GCN	20
Performance comparison of throughput between AVC, HEVC and VVC hardware CABAC decoder	20
Lightweight underwater image enhancement based on improved AquaTri-UNet++	20
Efficient memory reuse methodology for CNN-based real-time image processing in mobile-embedded systems	20
Lightweight multimodal feature graph convolutional network for dangerous driving behavior detection	20
Real-time segmentation network for compact camera module assembly adhesives based on improved U-Net	20
SD-HRNet: lightweight human pose estimation via spatial grouping and attention alignment distillation	20
Fast partition algorithm in depth map intra coding unit based on multi-deep convolution neural network	19
Smart camera with image encryption: a secure solution for real-time monitoring in Industry 4.0	19
A fast sand-dust video quality improvement method based on adaptive dynamic guided filtering and interframe detection strategy	19
MDAB-UNet: a lightweight and efficient improved UNet architecture for remote sensing image segmentation	19
Improved YOLOX for pedestrian detection in crowded scenes	19
MR-YOLO: lightweight multi-scale YOLO for blood-cell detection in microscopic images	19
A motion conditioned diffusion model for real-time hand trajectory semantic prediction	19
Rcf-yolo: an underwater object detection algorithm based on improved YOLOv10n	19
EAPoseNet: efficient animal pose network in low computing power scenarios	18
YOLO-GCV: a lightweight algorithm for ship object detection in complex inland waterway environments	18
FPGA acceleration of secret sharing for 3D data cubes	18
Research and implementation of adaptive stereo matching algorithm based on ZYNQ	18

An efficient model for real-time wildfire detection in complex scenarios based on multi-head attention mechanism	18
Learning discriminative correlation filters via saliency-aware channel selection for robust visual object tracking	18
Efficient image color enhancement using a new tint intensification algorithm	17
MAPBoost: augmentation-resilient real-time object detection for edge deployment	17
FHG-DETR: a lightweight model for detecting the ripeness of color-changing melons	17
A Swin transformer-functionalized lightweight YOLOv5s for real-time coal–gangue detection	17
Slim-HRNet: a lightweight pose estimation network based on structural pruning and multi-scale feature enhancement fusion	17
CFP-PSPNet: a lightweight unmanned vessel water segmentation algorithm	17
Efficient FPGA implementation of chaos-based real-time video watermarking system in spatial and DWT domain using QIM technique	17
Correction: Yolo-based power-efficient object detection on edge devices for USVs	16
Real-time autonomous underwater and aerial exploration with limited FOV sensors	16
GhostFaceNet++: boosting efficiency and accuracy via CSP bottlenecks and Channel Attention	16
Synthetic data generation with deep convolutional generative adversarial network for solar photovoltaic fault detection using resource-constrained framework	16
Fast encryption of color medical videos for Internet of Medical Things	16
YOLOv8n-LSLW: a lightweight method for real-time detection of wild fishing behavior	16
A lightweight YOLOv8 integrating FasterNet for real-time underwater object detection	16
MobileMEF: fast and efficient method for real-time mobile multi-exposure fusion	16
FFKD-Net: lightweight small-object detection based on feature fusion and knowledge distillation	15
SDPH: a new technique for spatial detection of path holes from huge volume high-resolution raster images in near real-time	15
TGMA-Net: a lightweight spatiotemporal attention network for precise real-time tennis tracking	15
LDR-YOLO: lightweight dynamic upsampling and regional attention enhancement network for steel surface defect detection	15
YOLOv5s-BC: an improved YOLOv5s-based method for real-time apple detection	15
LDS-Net: a lightweight detection network for real-time steel surface-defect detection	15
High-speed hardware accelerator based on brightness improved by Light-DehazeNet	15
A generic deep learning architecture optimization method for edge device based on start-up latency reduction	14
Yolo-tla: An Efficient and Lightweight Small Object Detection Model based on YOLOv5	14
A power-aware vision-based virtual sensor for real-time edge computing	14
LEA-DETR: a lightweight and efficient attention-enhanced model for UAV object detection	14
Deim-scch: an efficient lightweight detector for real-time small object perception	14
Improved small foreign object debris detection network based on YOLOv5	14
Accurate and real-time visual detection algorithm for environmental perception of USVS under all-weather conditions	14
Driver fatigue detection based on improved YOLOv7	14
Deep learning-based lightweight radar target detection method	14
Edge-FastestDet: a real-time and ultra-lightweight model for detection	13
GPU-based parallelisation of a versatile video coding adaptive loop filter in resource-constrained heterogeneous embedded platform	13
Partial convolutional reparameterization network for lightweight image super-resolution	13
Steel surface defect detection based on the lightweight improved RT-DETR algorithm	13
MLGT: multi-local guided tracker for visual object tracking	13
Real-time recognition research for an automated egg-picking robot in free-range duck sheds	13
A real-time fire and flame detection method for electric vehicle charging station based on machine vision	13
Slim-neck by GSConv: a lightweight-design for real-time detector architectures	13
Performance evaluation of all intra Kvazaar and x265 HEVC encoders on embedded system Nvidia Jetson platform	13
Real-time enhancement using multi-linear adaptive gamma correction (MLAGC) for better night driving	13
Performance verification and latency time evaluation of hardware image processing module for appearance inspection systems using FPGA	13
MiniUNet: an efficient mobile-ready approach for online yarn quality detection	12
Neural network accelerator with fast buffer design for computer vision	12
LFE-YOLO: an algorithm suitable for recognizing small target in blurred high-voltage line equipment	12
Edge-aware underwater image enhancement network based on improved UNet	12
A lightweight network and adaptive spatial fusion-based detection algorithm for mine aerial passenger devices	12
FGDA-DETR: a lightweight and real-time enhanced algorithm for wire rope defect detection with improved accuracy and efficiency	12
Drone object detection incorporating multi-head mixed self-attention and dynamic regression mapping loss function	12
Real-time detection algorithm of helmet and reflective vest based on improved YOLOv5	12
RTDETR-Refa: a real-time detection method for multi-breed classification of cattle	12
Journal of Real-Time Image Processing: fifth issue of volume 20	11
A lightweight algorithm based on YOLOv5 for relative position detection of hydraulic support at coal mining faces	11
A novel lightweight real-time traffic sign detection method based on an embedded device and YOLOv8	11
Real-time 3D underwater target recognition using a lightweight LiteDet-CART network	11
A real-time multi-security adaptive HEVC selective encryption scheme for traffic surveillance	11
LMC-YOLO: a lightweight underwater benthic organism detection network with multi-scale feature extraction	11
Road crack detection algorithm based on fusion structure re-parameterization with multi-scale parallel convolutions and hybrid attention mechanism	11
Temporal feature markers for event cameras	11
SOEM-DETR: an efficient real-time drone infrared image photovoltaic defect detection model	11
MDeepLab: a real-time lightweight network for accurate road crack segmentation	11
Fast detection of bag-breakups in pulsating and steady airflow using video analysis and deep learning	11
Multi-scale feature fusion with attention mechanism for crowded road object detection	10
GAN-STD: small target detection based on generative adversarial network	10
UniTracker: transformer-based CrossUnihead for multi-object tracking	10
Deferred demosaicking: efficient first-person view drone video encoding	10
IM-YOLO: lowering missed detections in real time for tiny defect inspection on paper containers	10
Enhancing low-light images via skip cross-attention fusion and multi-scale lightweight transformer	10
Adaptive complexity control for AV1 video encoder using machine learning	10
Rail surface defect detection algorithm based on CSSI-YOLO	10
TinyCount: an efficient crowd counting network for intelligent surveillance	10
TinyEmergencyNet: a hardware-friendly ultra-lightweight deep learning model for aerial scene image classification	10
Real-time detection and location of reserved anchor hole in coal mine roadway support steel belt	10
MLS-YOLO: Multi-scale and Lightweight Synergistic object detector for brain tumor detection	10
Multi-feature fusion for efficient inter prediction in versatile video coding	10
Real-time segmentation algorithm of unstructured road scenes based on improved BiSeNet	10
LUOD-YOLO: a lightweight underwater object detection model based on dynamic feature fusion, dual path rearrangement and cross-scale integration	9
DTS: dynamic training slimming with feature sparsity for efficient convolutional neural network	9

Enhancing UAV tracking: a focus on discriminative representations using contrastive instances	9
ELSD-YOLO: an enhanced lightweight ship detection framework based on YOLO11n	9
Journal of Real-Time Image Processing: sixth issue of volume 19	9
FAN-YOLO: Real-time driver behavior detection based on full-layer aggregation network of YOLO	9
SCR-YOLOv8: an enhanced algorithm for target detection in sonar images	9
Real-time textile fabric flaw inspection system using grouped sparse dictionary	9
Learning multi-layer interactive residual feature fusion network for real-time traffic sign detection with stage routing attention	9
A new hardware architecture of lightweight and efficient real-time video chaos-based encryption algorithm	9
Automatic detection of defects in electronic plastic packaging using deep convolutional neural networks	9
RW-DETR: a multi-domain fusion transformer for real-time weapon detection in public security	9
Online continual streaming learning for embedded space applications	9
A small object detection architecture with concatenated detection heads and multi-head mixed self-attention mechanism	9
Multispectral imaging and enhanced YOLOv10n for efficient coal gangue detection in complex mining environments	9
A real-time recognition gait framework for personal authentication via image-based neural network: accelerated by feature reduction in time and frequency domains	9
Csf-yolo: clean features and stable fusion for UAV small-object detection	9
MCPDNet: multi-scale feature fusion network for maize leaf disease and pest detection	9
Lightweight small object detection network for aerial images based on cross-attention and information injection	9
CTM-Net: 3D object detection from LiDAR point clouds for autonomous driving	9
PHL-YOLO: a real-time lightweight yarn inspection method	9
Efficient NPU–GPU scheduling for real-time deep learning inference on mobile devices	9
Part-based tracking for object pose estimation	8
TeleStroke: real-time stroke detection with federated learning and YOLOv8 on edge devices	8
Identification of rice disease based on MFAC-YOLOv8	8
DCEI-RTDETR: an improved RT-DETR-based detection algorithm for data center equipment indicator lights	8
AEP-PEST: adaptive edge-enhanced pyramid network for real-time detection of small and occluded agricultural pests	8
Lightweight outdoor drowning detection based on improved YOLOv8	8
Optimized YOLOv8 for multi-scale object detection	8
A lightweight and rapid method for detecting silica ores based on Yolov5	8
L-SSD: lightweight SSD target detection based on depth-separable convolution	8
Egc-yolo: strip steel surface defect detection method based on edge detail enhancement and multiscale feature fusion	8
FE-YOLO: YOLO ship detection algorithm based on feature fusion and feature enhancement	8
Lightweight container code recognition based on multi-reuse feature fusion and multi-branch structure merger	8
A lightweight real-time object detection method for complex scenes based on YOLOv4	8
YOLO-DBS: a multi-scale feature fusion-based surface defect detection method of small out-line package	8
A novel algorithm for human action recognition in compressed domain using attention-guided approach	8
Accurate insulator defect detection in power transmission lines using semi-supervised hybrid DETR with advanced loss methods	8
Real-time detection and geometric analysis algorithm for concrete cracks based on the improved U-net model	7
SCS-Mamba: a lightweight Sobel-enhanced content-aware state space model with shared deformable adaptive head for efficient underwater object detection	7
An efficient dual-branch multi-scale approach for photovoltaic defect detection in electroluminescence images	7
Towards real-time video analysis of flooded areas: redundancy-based accelerator for object detection models	7
An end-to-end deep learning approach for real-time single image dehazing	7
FESSD:SSD target detection based on feature fusion and feature enhancement	7
An investigation of camera movements and capture techniques on optical flow for real-time rendering and presentation	7
A new approach to snow avalanche rescue using UAV pictures based on convolutional neural networks	7
YOLO11-DHA: a lightweight and high-precision real-time weed detection model for rapeseed fields	7
TOE-YOLO: accurate and efficient detection of tiny objects in UAV imagery	7
DRMNet: more efficient bilateral networks for real-time semantic segmentation of road scenes	7
ER-YOLO: enhanced information representation network for UAV-based small-object detection	7
A lightweight deep learning model for real-time rectangle NdFeB surface defect detection with high accuracy on a global scale	7
LDDF-YOLO: improved YOLOv8 lightweight detail dynamic fusion algorithm for remote sensing object detection	7
Fine-tuned depth-augmented U-Net for enhanced semantic segmentation in indoor autonomous vision systems	7
Adversarial generative learning and timed path optimization for real-time visual image prediction to guide robot arm movements	7
Improved feature extraction network in lightweight YOLOv7 model for real-time vehicle detection on low-cost hardware	7
Local feature driven fuzzy local information C-means clustering with kernel metric for blurred and noisy image segmentation	7
Deep learning based object tracking in walking droplet and granular intruder experiments	7
AdaptoMixNet: detection of foreign objects on power transmission lines under severe weather conditions	7
WAC-YOLO: a real-time traffic sign detection model for complex weather with feature degradation suppression and occlusion awareness	7
Edge-computing-assisted intelligent processing of AI-generated image content	7
FPGA-based real-time underwater object detection system for AUVs	7
A real-time detection method for small-sized solder joint defect detection	7
LEN-YOLO: a lightweight remote sensing small aircraft object detection model for satellite on-orbit detection	7
Cross-CBAM: a lightweight network for real-time scene segmentation	7
High efficiency lossless image recompression algorithm with asymmetric numeral systems for real-time mobile application	7
YOLO9tr: a lightweight model for pavement damage detection utilizing a generalized efficient layer aggregation network and attention mechanism	7
A GPU optimization workflow for real-time execution of ultra-high frame rate computer vision applications	7
GSBF-YOLO: a lightweight model for tomato ripeness detection in natural environments	7
LLGSeg: a lightweight leaked gas segmentation network based on RGB-T feature fusion	7
An improved YOLOv8 method for identifying empty cell and unqualified plug seedling	6
MHFFNet: a real-time crack segmentation network based on wavelet transform and ASSM	6
EMFANet: a lightweight network with efficient multi-scale feature aggregation for real-time semantic segmentation	6
Improved YOLOv10-based real-time helmet detection algorithm for complex scenarios	6
RMTD-YOLO: a lightweight high-precision real-time detection method for road milestones	6
WoodGLNet: a multi-scale network integrating global and local information for real-time classification of wood images	6
Real-time recognition of miner unsafe behaviors via skeleton-based spatiotemporal modeling with Mamba	6
Novel low-power pipelined DCT processor for real-time IoT applications	6
Accelerating convolutional neural networks on FPGA platforms: a high-performance design methodology using OpenCL	6
Zero-shot learning with depthwise separable convolution for low-light image enhancement using hybrid perceptual loss	6
PFSMNet: a lightweight physics-guided frequency-spatial Mamba network for infrared small-target detection	6
Deep learning-based real-time spatio-temporal framework for occlusion-robust UAV tracking	6
Rtsds:a real-time and efficient method for detecting surface defects in strip steel	6
MLF-YOLO: a novel multiscale feature fusion network for remote sensing small target detection	6
Fast segmentation algorithm of PCB image using 2D OTSU improved by adaptive genetic algorithm and integral image	6
Real-time fire detection algorithm on low-power endpoint device	6
Efficient convolutional neural networks on Raspberry Pi for image classification	6
Object detection method based on lightweight YOLOv4 and attention mechanism in security scenes	6
HGO-YOLO: advancing anomaly behavior detection with hierarchical features and lightweight optimized detection	6
An efficient versatile video coding motion estimation hardware	6
Towards reduced dependency and faster unsupervised 3D face reconstruction	6
Complexity and compression efficiency analysis of libaom AV1 video codec	6
A high-speed PCIe-based data acquisition system for hyperspectral imaging using an FPGA-ARM architecture	6
Oil leak detection in substation equipment based on PFDAL-DETR network	6
EffBirdNet: an efficient and lightweight network based on synergistic feature fusion for fine-grained bird image classification	6
Deep learning models for bolus segmentation in videofluoroscopic swallow studies	6
LHS-DETR: a lightweight high-speed DETR model for micro-defects detection in industrial specialty materials	6
CMH-Net: a structured and optimized network for real-time steel surface defect detection	6