Journal of Real-Time Image Processing

Article	Citations
3D reconstruction method of welding area by fusion of coding raster and semantic segmentation network	399
A high throughput JPEG2000 lossless encoder architecture	77
Efficiency and complexity analysis of video-based and geometry-based point cloud encoders	71
Scalable and custom-precision floating-point hardware convolution core for using in AI edge processors	71
D2net: a dual-branch lightweight network for conveyor belt rotation detection in pipe belt conveyors	58
Lw4s: a lightweight semantic sigmentation model of urban street scene	54
Efficient target detection algorithm for real-time industrial surveillance based on higher-order information fusion	53
Real-time detection of small underwater organisms with a novel lightweight SFESI-YOLOv8n model	49
LUW-DETR: a lightweight underwater object detection based on DETR	43
Empowering individuals with disabilities: a real-time, cost-effective, calibration-free assistive system utilizing eye tracking	41
A real-time and efficient surface defect detection method based on YOLOv4	41
WT-DETR: Wavelet-enhanced DETR for robust tiny object detection via multi-scale feature optimization	41
Efficient multi-granularity network for fine-grained image classification	38
HAS-DETR: a real-time lightweight traffic sign detection model	38
Few-shot learning for facial expression recognition: a comprehensive survey	36
Multi-material blind beam hardening correction in near real-time based on non-linearity adjustment of projections	35
A real-time fall detection model based on BlazePose and improved ST-GCN	32
A real-time foreign object detection method based on deep learning in complex open railway environments	30
Realistic real-time processing of anime portraits based on generative adversarial networks	29
Low-cost low-power approximated VLSI architecture for high-quality image scaling in mobile devices	28
A resource-efficient partial 3D convolution for gesture recognition	27
Efficient denoising method for real-world noise image using Scalable Convolution and Channel Interaction Attention	27
Efficient shadow removal using LSFormer with DiNA attention and dual-scale gated feedforward network	26
Real-time eye state recognition using dual convolutional neural network ensemble	26
SlimYOLOv4: lightweight object detector based on YOLOv4	25

Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19	25
Correction: Driver fatigue detection based on improved YOLOv7	24
An efficient image steganographic scheme for a real-time embedded system and its hardware implementation on AMD Xilinx Zynq-7000 APSoC platform	24
IPCRGC-YOLOv7: face mask detection algorithm based on improved partial convolution and recursive gated convolution	24
Real-time pedestrian recognition model on edge device using infrared vision system	23
Automated stenosis detection in coronary artery disease using yolov9c: Enhanced efficiency and accuracy in real-time applications	23
L-YOLOv4: lightweight YOLOv4 based on modified RFB-s and depthwise separable convolution for multi-target detection in complex scenes	23
GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19	23
Faster RCNN based robust vehicle detection algorithm for identifying and classifying vehicles	22
Selfredepth	22
A novel finetuned YOLOv6 transfer learning model for real-time object detection	22
RDB-YOLOv8n: Insulator defect detection based on improved lightweight YOLOv8n model	21
MED-YOLOv8s: a new real-time road crack, pothole, and patch detection model	21
DCC-DETR: a real-time lightweight gesture recognition network for home human–robot interaction	21
CMCF-DETR: a real-time lightweight DETR model for foreign object detection on coal mine conveyor belts	21
$$\hbox {ABDF}^{2}$$-Net: an adaptive bi-directional features fusion network for real-time detection of threat object	21
Weighted edge-based low-cost artifacts-free high-quality VLSI implementation for demosaicking	20
AM YOLO: adaptive multi-scale YOLO for ship instance segmentation	20
Real-time lossless image compression by dynamic Huffman coding hardware implementation	20
BLINC: lightweight bimodal learning for low-complexity VVC intra-coding	20
Driver fatigue detection based on comprehensive facial features and gated recurrent unit	20
Enhanced data fusion of ultrasonic and stereo vision in real-time obstacle detection	20
A novel single kernel parallel image encryption scheme based on a chaotic map	19
M-YOLO: an object detector based on global context information for infrared images	19
Urtnet: an unstructured feature fusion network for real-time detection of endoscopic surgical instruments	19
Auto-accel: a SW/HW co-design framework with adaptive unified buffer mapping and power-of-two quantization for FPGA-based object detection accelerators	18
EMDANet: real-time road crack detection in UAV remote sensing images via multi-scale dual-attention network	18
FANet: focus-aware lightweight light field salient object detection network	18
Real-time low-light video enhancement on smartphones	18
Real-time object detection method of melon leaf diseases under complex background in greenhouse	17
TRS-YOLO: a lightweight insulator defect detection method based on enhanced YOLOv12	17
Energy-efficient real-time visual image adversarial generation and processing algorithm for new energy vehicles	17
Beyond obstacles: feather-light YOLO11-LES for real-time ripeness detection of occluded strawberries in greenhouses	17
Rcf-yolo: an underwater object detection algorithm based on improved YOLOv10n	16
Real-time segmentation network for compact camera module assembly adhesives based on improved U-Net	16
Reference picture selection scheme for robust HEVC video transmission using compressed domain saliency map	16
Slim-YOLO-PR_KD: an efficient pose-varied object detection method for underground coal mine	16
Real-time fall detection algorithm based on FFD-AlphaPose and CTR–GCN	15
Performance comparison of throughput between AVC, HEVC and VVC hardware CABAC decoder	15
Lightweight underwater image enhancement based on improved AquaTri-UNet++	15
GUD-Canny: a real-time GPU-based unsupervised and distributed Canny edge detector	15
Smart camera with image encryption: a secure solution for real-time monitoring in Industry 4.0	15
Efficient memory reuse methodology for CNN-based real-time image processing in mobile-embedded systems	15
A motion conditioned diffusion model for real-time hand trajectory semantic prediction	15
Learning discriminative correlation filters via saliency-aware channel selection for robust visual object tracking	14
EAPoseNet: efficient animal pose network in low computing power scenarios	14
SD-HRNet: lightweight human pose estimation via spatial grouping and attention alignment distillation	14
Efficient FPGA implementation of chaos-based real-time video watermarking system in spatial and DWT domain using QIM technique	14
A fast sand-dust video quality improvement method based on adaptive dynamic guided filtering and interframe detection strategy	14
HCF-YOLO: a high-performance traffic sign detection model with hybrid channel fusion and auxiliary box regression	14

A Swin transformer-functionalized lightweight YOLOv5s for real-time coal–gangue detection	14
Fast partition algorithm in depth map intra coding unit based on multi-deep convolution neural network	14
Lightweight multimodal feature graph convolutional network for dangerous driving behavior detection	14
Improved YOLOX for pedestrian detection in crowded scenes	14
Efficient image color enhancement using a new tint intensification algorithm	13
YOLO-GCV: a lightweight algorithm for ship object detection in complex inland waterway environments	13
Research and implementation of adaptive stereo matching algorithm based on ZYNQ	13
FPGA acceleration of secret sharing for 3D data cubes	13
Correction: Yolo-based power-efficient object detection on edge devices for USVs	13
An efficient model for real-time wildfire detection in complex scenarios based on multi-head attention mechanism	13
MAPBoost: augmentation-resilient real-time object detection for edge deployment	13
YOLOv8n-LSLW: a lightweight method for real-time detection of wild fishing behavior	13
A lightweight YOLOv8 integrating FasterNet for real-time underwater object detection	12
MobileMEF: fast and efficient method for real-time mobile multi-exposure fusion	12
A GPU-accelerated light-field super-resolution framework based on mixed noise model and weighted regularization	12
CFP-PSPNet: a lightweight unmanned vessel water segmentation algorithm	12
Deep learning-based lightweight radar target detection method	11
Fast encryption of color medical videos for Internet of Medical Things	11
LDR-YOLO: lightweight dynamic upsampling and regional attention enhancement network for steel surface defect detection	11
Real-time autonomous underwater and aerial exploration with limited FOV sensors	11
SDPH: a new technique for spatial detection of path holes from huge volume high-resolution raster images in near real-time	11
A generic deep learning architecture optimization method for edge device based on start-up latency reduction	11
Improved small foreign object debris detection network based on YOLOv5	11
GhostFaceNet++: boosting efficiency and accuracy via CSP bottlenecks and Channel Attention	11
Driver fatigue detection based on improved YOLOv7	11
Slim-neck by GSConv: a lightweight-design for real-time detector architectures	10
Steel surface defect detection based on the lightweight improved RT-DETR algorithm	10
Yolo-tla: An Efficient and Lightweight Small Object Detection Model based on YOLOv5	10
LFE-YOLO: an algorithm suitable for recognizing small target in blurred high-voltage line equipment	10
Accurate and real-time visual detection algorithm for environmental perception of USVS under all-weather conditions	10
A power-aware vision-based virtual sensor for real-time edge computing	10
A lightweight network and adaptive spatial fusion-based detection algorithm for mine aerial passenger devices	10
YOLOv5s-BC: an improved YOLOv5s-based method for real-time apple detection	10
High-speed hardware accelerator based on brightness improved by Light-DehazeNet	10
Shelf control in retail stores via ultra-low and low power microcontrollers	10
Real-time detection algorithm of helmet and reflective vest based on improved YOLOv5	9
Edge-FastestDet: a real-time and ultra-lightweight model for detection	9
MLGT: multi-local guided tracker for visual object tracking	9
A real-time fire and flame detection method for electric vehicle charging station based on machine vision	9
Performance verification and latency time evaluation of hardware image processing module for appearance inspection systems using FPGA	9
Real-time enhancement using multi-linear adaptive gamma correction (MLAGC) for better night driving	9
A lightweight algorithm based on YOLOv5 for relative position detection of hydraulic support at coal mining faces	9
FGDA-DETR: a lightweight and real-time enhanced algorithm for wire rope defect detection with improved accuracy and efficiency	9
GPU-based parallelisation of a versatile video coding adaptive loop filter in resource-constrained heterogeneous embedded platform	9
Road crack detection algorithm based on fusion structure re-parameterization with multi-scale parallel convolutions and hybrid attention mechanism	9
Performance evaluation of all intra Kvazaar and x265 HEVC encoders on embedded system Nvidia Jetson platform	9
Neural network accelerator with fast buffer design for computer vision	9
Reduced complexity and optimized face recognition approach based on facial symmetry	9
Yolov3-Pruning(transfer): real-time object detection algorithm based on transfer learning	9
LMC-YOLO: a lightweight underwater benthic organism detection network with multi-scale feature extraction	9
A real-time high precision eye center localizer	9
RTDETR-Refa: a real-time detection method for multi-breed classification of cattle	9
Edge-aware underwater image enhancement network based on improved UNet	9
Fast detection of bag-breakups in pulsating and steady airflow using video analysis and deep learning	8
Real-time 3D underwater target recognition using a lightweight LiteDet-CART network	8
Deferred demosaicking: efficient first-person view drone video encoding	8
Adaptive complexity control for AV1 video encoder using machine learning	8
A novel lightweight real-time traffic sign detection method based on an embedded device and YOLOv8	8
Online continual streaming learning for embedded space applications	8
TinyEmergencyNet: a hardware-friendly ultra-lightweight deep learning model for aerial scene image classification	8
SCR-YOLOv8: an enhanced algorithm for target detection in sonar images	8
A small object detection architecture with concatenated detection heads and multi-head mixed self-attention mechanism	8
UniTracker: transformer-based CrossUnihead for multi-object tracking	8
Real-time segmentation algorithm of unstructured road scenes based on improved BiSeNet	8
Real-time recognition research for an automated egg-picking robot in free-range duck sheds	8
Temporal feature markers for event cameras	8
Real-time detection and location of reserved anchor hole in coal mine roadway support steel belt	8
Multi-scale feature fusion with attention mechanism for crowded road object detection	8
Enhancing low-light images via skip cross-attention fusion and multi-scale lightweight transformer	8
GAN-STD: small target detection based on generative adversarial network	8
TinyCount: an efficient crowd counting network for intelligent surveillance	8
Journal of Real-Time Image Processing: fifth issue of volume 20	8
Drone object detection incorporating multi-head mixed self-attention and dynamic regression mapping loss function	8
Partial convolutional reparameterization network for lightweight image super-resolution	8
FAN-YOLO: Real-time driver behavior detection based on full-layer aggregation network of YOLO	8
Multi-feature fusion for efficient inter prediction in versatile video coding	8
ELSD-YOLO: an enhanced lightweight ship detection framework based on YOLO11n	7
Real-time textile fabric flaw inspection system using grouped sparse dictionary	7
A lightweight real-time object detection method for complex scenes based on YOLOv4	7
DTS: dynamic training slimming with feature sparsity for efficient convolutional neural network	7

TeleStroke: real-time stroke detection with federated learning and YOLOv8 on edge devices	7
Automatic detection of defects in electronic plastic packaging using deep convolutional neural networks	7
Multispectral imaging and enhanced YOLOv10n for efficient coal gangue detection in complex mining environments	7
An evaluation of EfficientDet for object detection used for indoor robots assistance navigation	7
Journal of Real-Time Image Processing: sixth issue of volume 19	7
Lightweight outdoor drowning detection based on improved YOLOv8	7
LUOD-YOLO: a lightweight underwater object detection model based on dynamic feature fusion, dual path rearrangement and cross-scale integration	7
A real-time recognition gait framework for personal authentication via image-based neural network: accelerated by feature reduction in time and frequency domains	7
Correction to: Reduced complexity and optimized face recognition approach based on facial symmetry	7
Learning multi-layer interactive residual feature fusion network for real-time traffic sign detection with stage routing attention	7
Identification of rice disease based on MFAC-YOLOv8	7
Unsupervised real-time evaluation of optical coherence tomography (OCT) images of solid oral dosage forms	7
FE-YOLO: YOLO ship detection algorithm based on feature fusion and feature enhancement	7
A new hardware architecture of lightweight and efficient real-time video chaos-based encryption algorithm	7
PHL-YOLO: a real-time lightweight yarn inspection method	7
Enhancing UAV tracking: a focus on discriminative representations using contrastive instances	7
L-SSD: lightweight SSD target detection based on depth-separable convolution	6
A novel algorithm for human action recognition in compressed domain using attention-guided approach	6
Lightweight container code recognition based on multi-reuse feature fusion and multi-branch structure merger	6
Lightweight small object detection network for aerial images based on cross-attention and information injection	6
An efficient parallel-pipelined intra prediction architecture to support DCT/DST engine of HEVC encoder	6
A new approach to snow avalanche rescue using UAV pictures based on convolutional neural networks	6
GSBF-YOLO: a lightweight model for tomato ripeness detection in natural environments	6
Deep learning based object tracking in walking droplet and granular intruder experiments	6
An investigation of camera movements and capture techniques on optical flow for real-time rendering and presentation	6
An end-to-end deep learning approach for real-time single image dehazing	6
Egc-yolo: strip steel surface defect detection method based on edge detail enhancement and multiscale feature fusion	6
Accurate insulator defect detection in power transmission lines using semi-supervised hybrid DETR with advanced loss methods	6
A lightweight and rapid method for detecting silica ores based on Yolov5	6
Fine-tuned depth-augmented U-Net for enhanced semantic segmentation in indoor autonomous vision systems	6
Cross-CBAM: a lightweight network for real-time scene segmentation	6
Efficient coding unit classifier for HEVC screen content coding based on machine learning	6
TOE-YOLO: accurate and efficient detection of tiny objects in UAV imagery	6
Adversarial generative learning and timed path optimization for real-time visual image prediction to guide robot arm movements	6
Improved feature extraction network in lightweight YOLOv7 model for real-time vehicle detection on low-cost hardware	6
YOLO9tr: a lightweight model for pavement damage detection utilizing a generalized efficient layer aggregation network and attention mechanism	6
YOLO-DBS: a multi-scale feature fusion-based surface defect detection method of small out-line package	6
DCEI-RTDETR: an improved RT-DETR-based detection algorithm for data center equipment indicator lights	6
Efficient NPU–GPU scheduling for real-time deep learning inference on mobile devices	6
Part-based tracking for object pose estimation	6
Optimized YOLOv8 for multi-scale object detection	6
Local feature driven fuzzy local information C-means clustering with kernel metric for blurred and noisy image segmentation	6
A GPU optimization workflow for real-time execution of ultra-high frame rate computer vision applications	6
AdaptoMixNet: detection of foreign objects on power transmission lines under severe weather conditions	6
FESSD:SSD target detection based on feature fusion and feature enhancement	6
High efficiency lossless image recompression algorithm with asymmetric numeral systems for real-time mobile application	6
Deep learning models for bolus segmentation in videofluoroscopic swallow studies	5
SCS-Mamba: a lightweight Sobel-enhanced content-aware state space model with shared deformable adaptive head for efficient underwater object detection	5
Real-time detection and geometric analysis algorithm for concrete cracks based on the improved U-net model	5
Towards real-time video analysis of flooded areas: redundancy-based accelerator for object detection models	5
FPGA-accelerated adaptive cartesian to polar conversion and efficient MI computation for image registration	5
WoodGLNet: a multi-scale network integrating global and local information for real-time classification of wood images	5
A lightweight deep learning model for real-time rectangle NdFeB surface defect detection with high accuracy on a global scale	5
EMFANet: a lightweight network with efficient multi-scale feature aggregation for real-time semantic segmentation	5
Novel low-power pipelined DCT processor for real-time IoT applications	5
LEN-YOLO: a lightweight remote sensing small aircraft object detection model for satellite on-orbit detection	5
Accelerating convolutional neural networks on FPGA platforms: a high-performance design methodology using OpenCL	5
DRMNet: more efficient bilateral networks for real-time semantic segmentation of road scenes	5
Real-time recognition of miner unsafe behaviors via skeleton-based spatiotemporal modeling with Mamba	5
WAC-YOLO: a real-time traffic sign detection model for complex weather with feature degradation suppression and occlusion awareness	5
Edge-computing-assisted intelligent processing of AI-generated image content	5
Oil leak detection in substation equipment based on PFDAL-DETR network	5
An improved YOLOv8 method for identifying empty cell and unqualified plug seedling	5
A novel pipelined architecture of entropy filter	5
An efficient versatile video coding motion estimation hardware	5
Efficient convolutional neural networks on Raspberry Pi for image classification	5
Real-time fire detection algorithm on low-power endpoint device	5
An efficient dual-branch multi-scale approach for photovoltaic defect detection in electroluminescence images	5
A real-time detection method for small-sized solder joint defect detection	5
Efficient real-time license plate recognition using deep learning on edge devices	5
FPGA-based real-time underwater object detection system for AUVs	5
Fast segmentation algorithm of PCB image using 2D OTSU improved by adaptive genetic algorithm and integral image	5
CMH-Net: a structured and optimized network for real-time steel surface defect detection	5
FPGA implementation of secret sharing for textured 3D mesh model based on texture vertex correlation	5
Journal of Real-Time Image Processing: first issue of volume 19	5
An energy-efficient dehazing neural network accelerator based on E$$^2$$AOD-Net	4
Real-time image encryption algorithm based on combined chaotic map and optimized lifting wavelet transform	4
Lightweight target detection algorithm based on YOLOv4	4
Real-time detection method of intelligent classification and defect of transmission line insulator based on LightWeight-YOLOv8n network	4
Convolutional Neural Networks for Geo-Localisation with a Single Aerial Image	4
Butterfly network: a convolutional neural network with a new architecture for multi-scale semantic segmentation of pedestrians	4
Low-power hardware-efficient memory-based DCT processor	4
A real-time framework for HD video defogging using modified dark channel prior	4
Implementation of JPEG XS entropy encoding and decoding on FPGA	4
Efficient VLSI design for real-time JPEG 2000 EBCOT module with optimized codestream truncation	4
FRT-DETR: faster real-time end-to-end detector for industrial surface defects based on transformer	4
LightYOLO-S: a lightweight algorithm for detecting small targets	4
Real-time object detection method with single-domain generalization based on YOLOv8	4
A novel multiplier-less convolution core for YOLO CNN ASIC implementation	4
A novel image denoising algorithm based on least square generative adversarial network	4
Railway rutting defects detection based on improved RT-DETR	4
Multi-view knowledge distillation for efficient semantic segmentation	4
An enhanced network model for PCB defect detection: CDS-YOLO	4
Multiple layers complexity allocation with dynamic control scheme for high-efficiency video coding	4
Novel 3D-PCHCS design and application on ophthalmic medical image copyright protection with FPGA implementation	4