Journal of Real-Time Image Processing

Article	Citations
A high throughput JPEG2000 lossless encoder architecture	523
Scalable and custom-precision floating-point hardware convolution core for using in AI edge processors	94
Real-time detection of small underwater organisms with a novel lightweight SFESI-YOLOv8n model	86
Empowering individuals with disabilities: a real-time, cost-effective, calibration-free assistive system utilizing eye tracking	86
WT-DETR: Wavelet-enhanced DETR for robust tiny object detection via multi-scale feature optimization	82
Efficient multi-granularity network for fine-grained image classification	61
Multi-material blind beam hardening correction in near real-time based on non-linearity adjustment of projections	56
Lw4s: a lightweight semantic sigmentation model of urban street scene	55
Efficiency and complexity analysis of video-based and geometry-based point cloud encoders	50
3D reconstruction method of welding area by fusion of coding raster and semantic segmentation network	49
LUW-DETR: a lightweight underwater object detection based on DETR	46
D2net: a dual-branch lightweight network for conveyor belt rotation detection in pipe belt conveyors	45
HAS-DETR: a real-time lightweight traffic sign detection model	45
A real-time and efficient surface defect detection method based on YOLOv4	41
Efficient target detection algorithm for real-time industrial surveillance based on higher-order information fusion	39
A real-time fall detection model based on BlazePose and improved ST-GCN	38
Few-shot learning for facial expression recognition: a comprehensive survey	37
Low-cost low-power approximated VLSI architecture for high-quality image scaling in mobile devices	35
A real-time foreign object detection method based on deep learning in complex open railway environments	35
A resource-efficient partial 3D convolution for gesture recognition	32
Efficient denoising method for real-world noise image using Scalable Convolution and Channel Interaction Attention	32
Efficient shadow removal using LSFormer with DiNA attention and dual-scale gated feedforward network	30
Automated stenosis detection in coronary artery disease using yolov9c: Enhanced efficiency and accuracy in real-time applications	30
IPCRGC-YOLOv7: face mask detection algorithm based on improved partial convolution and recursive gated convolution	29
Realistic real-time processing of anime portraits based on generative adversarial networks	29

Real-time pedestrian recognition model on edge device using infrared vision system	29
An efficient image steganographic scheme for a real-time embedded system and its hardware implementation on AMD Xilinx Zynq-7000 APSoC platform	29
Faster RCNN based robust vehicle detection algorithm for identifying and classifying vehicles	28
Selfredepth	28
Correction: Driver fatigue detection based on improved YOLOv7	27
GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19	27
A novel finetuned YOLOv6 transfer learning model for real-time object detection	26
MED-YOLOv8s: a new real-time road crack, pothole, and patch detection model	25
Energy-efficient real-time visual image adversarial generation and processing algorithm for new energy vehicles	25
L-YOLOv4: lightweight YOLOv4 based on modified RFB-s and depthwise separable convolution for multi-target detection in complex scenes	25
$$\hbox {ABDF}^{2}$$-Net: an adaptive bi-directional features fusion network for real-time detection of threat object	25
TRS-YOLO: a lightweight insulator defect detection method based on enhanced YOLOv12	24
Driver fatigue detection based on comprehensive facial features and gated recurrent unit	24
Enhanced data fusion of ultrasonic and stereo vision in real-time obstacle detection	23
Beyond obstacles: feather-light YOLO11-LES for real-time ripeness detection of occluded strawberries in greenhouses	23
Auto-accel: a SW/HW co-design framework with adaptive unified buffer mapping and power-of-two quantization for FPGA-based object detection accelerators	23
Weighted edge-based low-cost artifacts-free high-quality VLSI implementation for demosaicking	23
Real-time low-light video enhancement on smartphones	22
Real-time lossless image compression by dynamic Huffman coding hardware implementation	22
RDB-YOLOv8n: Insulator defect detection based on improved lightweight YOLOv8n model	21
Slim-YOLO-PR_KD: an efficient pose-varied object detection method for underground coal mine	21
Real-time object detection method of melon leaf diseases under complex background in greenhouse	21
Urtnet: an unstructured feature fusion network for real-time detection of endoscopic surgical instruments	21
A novel single kernel parallel image encryption scheme based on a chaotic map	21
EMDANet: real-time road crack detection in UAV remote sensing images via multi-scale dual-attention network	20
FANet: focus-aware lightweight light field salient object detection network	20
AM YOLO: adaptive multi-scale YOLO for ship instance segmentation	20
M-YOLO: an object detector based on global context information for infrared images	20
Real-time segmentation network for compact camera module assembly adhesives based on improved U-Net	19
BLINC: lightweight bimodal learning for low-complexity VVC intra-coding	19
CMCF-DETR: a real-time lightweight DETR model for foreign object detection on coal mine conveyor belts	19
Reference picture selection scheme for robust HEVC video transmission using compressed domain saliency map	19
DCC-DETR: a real-time lightweight gesture recognition network for home human–robot interaction	19
Real-time fall detection algorithm based on FFD-AlphaPose and CTR–GCN	18
Lightweight multimodal feature graph convolutional network for dangerous driving behavior detection	18
HCF-YOLO: a high-performance traffic sign detection model with hybrid channel fusion and auxiliary box regression	18
Efficient memory reuse methodology for CNN-based real-time image processing in mobile-embedded systems	18
Performance comparison of throughput between AVC, HEVC and VVC hardware CABAC decoder	18
A motion conditioned diffusion model for real-time hand trajectory semantic prediction	17
SD-HRNet: lightweight human pose estimation via spatial grouping and attention alignment distillation	17
Lightweight underwater image enhancement based on improved AquaTri-UNet++	17
Smart camera with image encryption: a secure solution for real-time monitoring in Industry 4.0	16
FHG-DETR: a lightweight model for detecting the ripeness of color-changing melons	16
Correction: Yolo-based power-efficient object detection on edge devices for USVs	16
Rcf-yolo: an underwater object detection algorithm based on improved YOLOv10n	16
Research and implementation of adaptive stereo matching algorithm based on ZYNQ	16
EAPoseNet: efficient animal pose network in low computing power scenarios	16
A fast sand-dust video quality improvement method based on adaptive dynamic guided filtering and interframe detection strategy	16
Improved YOLOX for pedestrian detection in crowded scenes	16
Fast partition algorithm in depth map intra coding unit based on multi-deep convolution neural network	16

FPGA acceleration of secret sharing for 3D data cubes	16
Learning discriminative correlation filters via saliency-aware channel selection for robust visual object tracking	15
An efficient model for real-time wildfire detection in complex scenarios based on multi-head attention mechanism	15
A GPU-accelerated light-field super-resolution framework based on mixed noise model and weighted regularization	15
A Swin transformer-functionalized lightweight YOLOv5s for real-time coal–gangue detection	15
YOLOv8n-LSLW: a lightweight method for real-time detection of wild fishing behavior	15
MAPBoost: augmentation-resilient real-time object detection for edge deployment	15
CFP-PSPNet: a lightweight unmanned vessel water segmentation algorithm	15
Efficient image color enhancement using a new tint intensification algorithm	15
A lightweight YOLOv8 integrating FasterNet for real-time underwater object detection	15
Efficient FPGA implementation of chaos-based real-time video watermarking system in spatial and DWT domain using QIM technique	15
YOLO-GCV: a lightweight algorithm for ship object detection in complex inland waterway environments	15
YOLOv5s-BC: an improved YOLOv5s-based method for real-time apple detection	14
A generic deep learning architecture optimization method for edge device based on start-up latency reduction	14
Fast encryption of color medical videos for Internet of Medical Things	14
Real-time autonomous underwater and aerial exploration with limited FOV sensors	13
Yolo-tla: An Efficient and Lightweight Small Object Detection Model based on YOLOv5	13
A power-aware vision-based virtual sensor for real-time edge computing	13
GhostFaceNet++: boosting efficiency and accuracy via CSP bottlenecks and Channel Attention	13
MobileMEF: fast and efficient method for real-time mobile multi-exposure fusion	13
Driver fatigue detection based on improved YOLOv7	13
Accurate and real-time visual detection algorithm for environmental perception of USVS under all-weather conditions	13
Deep learning-based lightweight radar target detection method	13
LDR-YOLO: lightweight dynamic upsampling and regional attention enhancement network for steel surface defect detection	13
High-speed hardware accelerator based on brightness improved by Light-DehazeNet	13
SDPH: a new technique for spatial detection of path holes from huge volume high-resolution raster images in near real-time	13
Steel surface defect detection based on the lightweight improved RT-DETR algorithm	12
Reduced complexity and optimized face recognition approach based on facial symmetry	12
Improved small foreign object debris detection network based on YOLOv5	12
Shelf control in retail stores via ultra-low and low power microcontrollers	12
A lightweight network and adaptive spatial fusion-based detection algorithm for mine aerial passenger devices	12
Slim-neck by GSConv: a lightweight-design for real-time detector architectures	12
LFE-YOLO: an algorithm suitable for recognizing small target in blurred high-voltage line equipment	12
Edge-FastestDet: a real-time and ultra-lightweight model for detection	11
Edge-aware underwater image enhancement network based on improved UNet	11
Partial convolutional reparameterization network for lightweight image super-resolution	11
Real-time enhancement using multi-linear adaptive gamma correction (MLAGC) for better night driving	11
MLGT: multi-local guided tracker for visual object tracking	11
Neural network accelerator with fast buffer design for computer vision	11
Performance verification and latency time evaluation of hardware image processing module for appearance inspection systems using FPGA	11
FGDA-DETR: a lightweight and real-time enhanced algorithm for wire rope defect detection with improved accuracy and efficiency	11
Performance evaluation of all intra Kvazaar and x265 HEVC encoders on embedded system Nvidia Jetson platform	11
A real-time fire and flame detection method for electric vehicle charging station based on machine vision	11
MiniUNet: an efficient mobile-ready approach for online yarn quality detection	11
IM-YOLO: lowering missed detections in real time for tiny defect inspection on paper containers	10
GPU-based parallelisation of a versatile video coding adaptive loop filter in resource-constrained heterogeneous embedded platform	10
LMC-YOLO: a lightweight underwater benthic organism detection network with multi-scale feature extraction	10
A novel lightweight real-time traffic sign detection method based on an embedded device and YOLOv8	10
Road crack detection algorithm based on fusion structure re-parameterization with multi-scale parallel convolutions and hybrid attention mechanism	10
A small object detection architecture with concatenated detection heads and multi-head mixed self-attention mechanism	10
Rail surface defect detection algorithm based on CSSI-YOLO	10
Adaptive complexity control for AV1 video encoder using machine learning	10
Drone object detection incorporating multi-head mixed self-attention and dynamic regression mapping loss function	10
Real-time detection algorithm of helmet and reflective vest based on improved YOLOv5	10
Real-time recognition research for an automated egg-picking robot in free-range duck sheds	10
Journal of Real-Time Image Processing: fifth issue of volume 20	10
SCR-YOLOv8: an enhanced algorithm for target detection in sonar images	10
Real-time segmentation algorithm of unstructured road scenes based on improved BiSeNet	10
Yolov3-Pruning(transfer): real-time object detection algorithm based on transfer learning	10
A lightweight algorithm based on YOLOv5 for relative position detection of hydraulic support at coal mining faces	10
RTDETR-Refa: a real-time detection method for multi-breed classification of cattle	10
TinyEmergencyNet: a hardware-friendly ultra-lightweight deep learning model for aerial scene image classification	10
Deferred demosaicking: efficient first-person view drone video encoding	10
Multi-feature fusion for efficient inter prediction in versatile video coding	9
Enhancing low-light images via skip cross-attention fusion and multi-scale lightweight transformer	9
Real-time detection and location of reserved anchor hole in coal mine roadway support steel belt	9
Multi-scale feature fusion with attention mechanism for crowded road object detection	9
Temporal feature markers for event cameras	9
Real-time 3D underwater target recognition using a lightweight LiteDet-CART network	9
Online continual streaming learning for embedded space applications	9
FAN-YOLO: Real-time driver behavior detection based on full-layer aggregation network of YOLO	9
GAN-STD: small target detection based on generative adversarial network	9
Journal of Real-Time Image Processing: sixth issue of volume 19	9
Fast detection of bag-breakups in pulsating and steady airflow using video analysis and deep learning	9
TinyCount: an efficient crowd counting network for intelligent surveillance	9
UniTracker: transformer-based CrossUnihead for multi-object tracking	9
MLS-YOLO: Multi-scale and Lightweight Synergistic object detector for brain tumor detection	9
Enhancing UAV tracking: a focus on discriminative representations using contrastive instances	9
PHL-YOLO: a real-time lightweight yarn inspection method	8
A lightweight real-time object detection method for complex scenes based on YOLOv4	8

Learning multi-layer interactive residual feature fusion network for real-time traffic sign detection with stage routing attention	8
Efficient NPU–GPU scheduling for real-time deep learning inference on mobile devices	8
Real-time textile fabric flaw inspection system using grouped sparse dictionary	8
Identification of rice disease based on MFAC-YOLOv8	8
Correction to: Reduced complexity and optimized face recognition approach based on facial symmetry	8
DTS: dynamic training slimming with feature sparsity for efficient convolutional neural network	8
Unsupervised real-time evaluation of optical coherence tomography (OCT) images of solid oral dosage forms	8
A real-time recognition gait framework for personal authentication via image-based neural network: accelerated by feature reduction in time and frequency domains	8
Automatic detection of defects in electronic plastic packaging using deep convolutional neural networks	8
LUOD-YOLO: a lightweight underwater object detection model based on dynamic feature fusion, dual path rearrangement and cross-scale integration	8
FE-YOLO: YOLO ship detection algorithm based on feature fusion and feature enhancement	8
ELSD-YOLO: an enhanced lightweight ship detection framework based on YOLO11n	8
Lightweight outdoor drowning detection based on improved YOLOv8	8
Lightweight small object detection network for aerial images based on cross-attention and information injection	8
A new hardware architecture of lightweight and efficient real-time video chaos-based encryption algorithm	8
MCPDNet: multi-scale feature fusion network for maize leaf disease and pest detection	8
Multispectral imaging and enhanced YOLOv10n for efficient coal gangue detection in complex mining environments	8
DCEI-RTDETR: an improved RT-DETR-based detection algorithm for data center equipment indicator lights	7
YOLO-DBS: a multi-scale feature fusion-based surface defect detection method of small out-line package	7
High efficiency lossless image recompression algorithm with asymmetric numeral systems for real-time mobile application	7
Part-based tracking for object pose estimation	7
An investigation of camera movements and capture techniques on optical flow for real-time rendering and presentation	7
Egc-yolo: strip steel surface defect detection method based on edge detail enhancement and multiscale feature fusion	7
Fine-tuned depth-augmented U-Net for enhanced semantic segmentation in indoor autonomous vision systems	7
A new approach to snow avalanche rescue using UAV pictures based on convolutional neural networks	7
Deep learning based object tracking in walking droplet and granular intruder experiments	7
L-SSD: lightweight SSD target detection based on depth-separable convolution	7
A novel algorithm for human action recognition in compressed domain using attention-guided approach	7
YOLO9tr: a lightweight model for pavement damage detection utilizing a generalized efficient layer aggregation network and attention mechanism	7
TeleStroke: real-time stroke detection with federated learning and YOLOv8 on edge devices	7
Lightweight container code recognition based on multi-reuse feature fusion and multi-branch structure merger	7
FESSD:SSD target detection based on feature fusion and feature enhancement	7
AdaptoMixNet: detection of foreign objects on power transmission lines under severe weather conditions	7
Accurate insulator defect detection in power transmission lines using semi-supervised hybrid DETR with advanced loss methods	7
A lightweight and rapid method for detecting silica ores based on Yolov5	7
Adversarial generative learning and timed path optimization for real-time visual image prediction to guide robot arm movements	7
Optimized YOLOv8 for multi-scale object detection	7
A GPU optimization workflow for real-time execution of ultra-high frame rate computer vision applications	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
An efficient versatile video coding motion estimation hardware	6
Deep learning models for bolus segmentation in videofluoroscopic swallow studies	6
DRMNet: more efficient bilateral networks for real-time semantic segmentation of road scenes	6
An efficient dual-branch multi-scale approach for photovoltaic defect detection in electroluminescence images	6
GSBF-YOLO: a lightweight model for tomato ripeness detection in natural environments	6
TOE-YOLO: accurate and efficient detection of tiny objects in UAV imagery	6
Cross-CBAM: a lightweight network for real-time scene segmentation	6
Real-time recognition of miner unsafe behaviors via skeleton-based spatiotemporal modeling with Mamba	6
Deep learning-based real-time spatio-temporal framework for occlusion-robust UAV tracking	6
An improved YOLOv8 method for identifying empty cell and unqualified plug seedling	6
Efficient 2D DCT architecture based on approximate compressors for image compression with HEVC intra-prediction	6
Real-time detection and geometric analysis algorithm for concrete cracks based on the improved U-net model	6
SCS-Mamba: a lightweight Sobel-enhanced content-aware state space model with shared deformable adaptive head for efficient underwater object detection	6
ER-YOLO: enhanced information representation network for UAV-based small-object detection	6
Edge-computing-assisted intelligent processing of AI-generated image content	6
A lightweight deep learning model for real-time rectangle NdFeB surface defect detection with high accuracy on a global scale	6
Oil leak detection in substation equipment based on PFDAL-DETR network	6
LEN-YOLO: a lightweight remote sensing small aircraft object detection model for satellite on-orbit detection	6
Efficient real-time license plate recognition using deep learning on edge devices	6
WAC-YOLO: a real-time traffic sign detection model for complex weather with feature degradation suppression and occlusion awareness	6
CMH-Net: a structured and optimized network for real-time steel surface defect detection	6
Dual supervision guided learning for underwater object detection	6
FPGA implementation of secret sharing for textured 3D mesh model based on texture vertex correlation	6
FPGA-based real-time underwater object detection system for AUVs	6
A novel pipelined architecture of entropy filter	6
Real-time fire detection algorithm on low-power endpoint device	6
Efficient convolutional neural networks on Raspberry Pi for image classification	6
Fast segmentation algorithm of PCB image using 2D OTSU improved by adaptive genetic algorithm and integral image	6
Towards real-time video analysis of flooded areas: redundancy-based accelerator for object detection models	6
An end-to-end deep learning approach for real-time single image dehazing	6
WoodGLNet: a multi-scale network integrating global and local information for real-time classification of wood images	6
A real-time detection method for small-sized solder joint defect detection	6
VI-NeRF-SLAM: a real-time visual–inertial SLAM with NeRF mapping	6
Lane line detection based on the codec structure of the attention mechanism	6
Performance analysis of optimized versatile video coding software decoders on embedded platforms	5
An energy-efficient dehazing neural network accelerator based on E$$^2$$AOD-Net	5
Underwater trash detection algorithm based on improved YOLOv5s	5
Accelerating convolutional neural networks on FPGA platforms: a high-performance design methodology using OpenCL	5
DRI-Net: a model for insulator defect detection on transmission lines in rainy backgrounds	5
Hcl-yolo: a lightweight and efficient underwater object detection algorithm	5
A real-time framework for HD video defogging using modified dark channel prior	5
A novel real-time image defect detection network for photovoltaic modules	5
A novel multi-wing chaotic system with FPGA implementation and application in image encryption	5
RMTD-YOLO: a lightweight high-precision real-time detection method for road milestones	5
Improved YOLOv10-based real-time helmet detection algorithm for complex scenarios	5
Zero-shot learning with depthwise separable convolution for low-light image enhancement using hybrid perceptual loss	5
LGFF-YOLO: small object detection method of UAV images based on efficient local–global feature fusion	5
Implementation of JPEG XS entropy encoding and decoding on FPGA	5
Study on end-to-end detection method for surface defects of automotive sheet metal parts	5
Towards reduced dependency and faster unsupervised 3D face reconstruction	5
Novel low-power pipelined DCT processor for real-time IoT applications	5
Real-time double JPEG forensics for mobile devices	5
Light-YOLO: a lightweight framework for multi-scale contraband detection in X-ray security images via channel-decoupled feature learning	5
Real-time pulmonary nodule detection using a Dual-Backbone transformer framework	5
Efficient spatio-temporal network for action recognition	5