Journal of Real-Time Image Processing

Article	Citations
A high throughput JPEG2000 lossless encoder architecture	544
Scalable and custom-precision floating-point hardware convolution core for using in AI edge processors	97
WT-DETR: Wavelet-enhanced DETR for robust tiny object detection via multi-scale feature optimization	91
Real-time detection of small underwater organisms with a novel lightweight SFESI-YOLOv8n model	91
Efficient multi-granularity network for fine-grained image classification	84
Multi-material blind beam hardening correction in near real-time based on non-linearity adjustment of projections	61
A real-time fall detection model based on BlazePose and improved ST-GCN	56
Efficient target detection algorithm for real-time industrial surveillance based on higher-order information fusion	56
A real-time foreign object detection method based on deep learning in complex open railway environments	52
Efficiency and complexity analysis of video-based and geometry-based point cloud encoders	49
3D reconstruction method of welding area by fusion of coding raster and semantic segmentation network	47
A real-time and efficient surface defect detection method based on YOLOv4	45
HAS-DETR: a real-time lightweight traffic sign detection model	45
A quality-gated hybrid Viola–Jones pipeline for efficient face detection under computational constraints	42
D2net: a dual-branch lightweight network for conveyor belt rotation detection in pipe belt conveyors	41
Lw4s: a lightweight semantic sigmentation model of urban street scene	40
LUW-DETR: a lightweight underwater object detection based on DETR	39
Few-shot learning for facial expression recognition: a comprehensive survey	37
Empowering individuals with disabilities: a real-time, cost-effective, calibration-free assistive system utilizing eye tracking	35
Low-cost low-power approximated VLSI architecture for high-quality image scaling in mobile devices	34
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
Real-time pedestrian recognition model on edge device using infrared vision system	31
Automated stenosis detection in coronary artery disease using yolov9c: Enhanced efficiency and accuracy in real-time applications	31
Efficient shadow removal using LSFormer with DiNA attention and dual-scale gated feedforward network	31

IPCRGC-YOLOv7: face mask detection algorithm based on improved partial convolution and recursive gated convolution	30
Realistic real-time processing of anime portraits based on generative adversarial networks	29
GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19	29
Faster RCNN based robust vehicle detection algorithm for identifying and classifying vehicles	29
An efficient image steganographic scheme for a real-time embedded system and its hardware implementation on AMD Xilinx Zynq-7000 APSoC platform	28
L-YOLOv4: lightweight YOLOv4 based on modified RFB-s and depthwise separable convolution for multi-target detection in complex scenes	27
Selfredepth	27
A novel finetuned YOLOv6 transfer learning model for real-time object detection	27
Correction: Driver fatigue detection based on improved YOLOv7	26
Real-time lossless image compression by dynamic Huffman coding hardware implementation	25
AM YOLO: adaptive multi-scale YOLO for ship instance segmentation	25
MED-YOLOv8s: a new real-time road crack, pothole, and patch detection model	25
BLINC: lightweight bimodal learning for low-complexity VVC intra-coding	25
CMCF-DETR: a real-time lightweight DETR model for foreign object detection on coal mine conveyor belts	24
DCC-DETR: a real-time lightweight gesture recognition network for home human–robot interaction	24
TRS-YOLO: a lightweight insulator defect detection method based on enhanced YOLOv12	23
Urtnet: an unstructured feature fusion network for real-time detection of endoscopic surgical instruments	23
Weighted edge-based low-cost artifacts-free high-quality VLSI implementation for demosaicking	23
A novel single kernel parallel image encryption scheme based on a chaotic map	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
EMDANet: real-time road crack detection in UAV remote sensing images via multi-scale dual-attention network	22
RDB-YOLOv8n: Insulator defect detection based on improved lightweight YOLOv8n model	21
Enhanced data fusion of ultrasonic and stereo vision in real-time obstacle detection	21
Real-time low-light video enhancement on smartphones	21
Slim-YOLO-PR_KD: an efficient pose-varied object detection method for underground coal mine	21
FANet: focus-aware lightweight light field salient object detection network	20
Energy-efficient real-time visual image adversarial generation and processing algorithm for new energy vehicles	20
Driver fatigue detection based on comprehensive facial features and gated recurrent unit	20
Beyond obstacles: feather-light YOLO11-LES for real-time ripeness detection of occluded strawberries in greenhouses	20
Real-time segmentation network for compact camera module assembly adhesives based on improved U-Net	19
M-YOLO: an object detector based on global context information for infrared images	19
HCF-YOLO: a high-performance traffic sign detection model with hybrid channel fusion and auxiliary box regression	19
Reference picture selection scheme for robust HEVC video transmission using compressed domain saliency map	19
Real-time object detection method of melon leaf diseases under complex background in greenhouse	19
Improved YOLOX for pedestrian detection in crowded scenes	18
Lightweight multimodal feature graph convolutional network for dangerous driving behavior detection	18
SD-HRNet: lightweight human pose estimation via spatial grouping and attention alignment distillation	18
Rcf-yolo: an underwater object detection algorithm based on improved YOLOv10n	18
Lightweight underwater image enhancement based on improved AquaTri-UNet++	18
Efficient memory reuse methodology for CNN-based real-time image processing in mobile-embedded systems	17
MDAB-UNet: a lightweight and efficient improved UNet architecture for remote sensing image segmentation	17
A motion conditioned diffusion model for real-time hand trajectory semantic prediction	17
Performance comparison of throughput between AVC, HEVC and VVC hardware CABAC decoder	17
Smart camera with image encryption: a secure solution for real-time monitoring in Industry 4.0	17
Real-time fall detection algorithm based on FFD-AlphaPose and CTR–GCN	17
Efficient image color enhancement using a new tint intensification algorithm	16
FHG-DETR: a lightweight model for detecting the ripeness of color-changing melons	16
EAPoseNet: efficient animal pose network in low computing power scenarios	16
Learning discriminative correlation filters via saliency-aware channel selection for robust visual object tracking	16
A fast sand-dust video quality improvement method based on adaptive dynamic guided filtering and interframe detection strategy	16

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

MLS-YOLO: Multi-scale and Lightweight Synergistic object detector for brain tumor detection	9
Multi-feature fusion for efficient inter prediction in versatile video coding	9
Multi-scale feature fusion with attention mechanism for crowded road object detection	9
ELSD-YOLO: an enhanced lightweight ship detection framework based on YOLO11n	8
Correction to: Reduced complexity and optimized face recognition approach based on facial symmetry	8
Efficient NPU–GPU scheduling for real-time deep learning inference on mobile devices	8
MCPDNet: multi-scale feature fusion network for maize leaf disease and pest detection	8
A lightweight and rapid method for detecting silica ores based on Yolov5	8
Lightweight outdoor drowning detection based on improved YOLOv8	8
A new hardware architecture of lightweight and efficient real-time video chaos-based encryption algorithm	8
Multispectral imaging and enhanced YOLOv10n for efficient coal gangue detection in complex mining environments	8
Enhancing UAV tracking: a focus on discriminative representations using contrastive instances	8
Part-based tracking for object pose estimation	8
DCEI-RTDETR: an improved RT-DETR-based detection algorithm for data center equipment indicator lights	8
Real-time textile fabric flaw inspection system using grouped sparse dictionary	8
A novel algorithm for human action recognition in compressed domain using attention-guided approach	8
Optimized YOLOv8 for multi-scale object detection	8
LUOD-YOLO: a lightweight underwater object detection model based on dynamic feature fusion, dual path rearrangement and cross-scale integration	8
PHL-YOLO: a real-time lightweight yarn inspection method	8
DTS: dynamic training slimming with feature sparsity for efficient convolutional neural network	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 real-time recognition gait framework for personal authentication via image-based neural network: accelerated by feature reduction in time and frequency domains	8
Identification of rice disease based on MFAC-YOLOv8	8
Automatic detection of defects in electronic plastic packaging using deep convolutional neural networks	8
TeleStroke: real-time stroke detection with federated learning and YOLOv8 on edge devices	8