Journal of Real-Time Image Processing

Article	Citations
3D reconstruction method of welding area by fusion of coding raster and semantic segmentation network	142
Real-time optical flow processing on embedded GPU: an hardware-aware algorithm to implementation strategy	68
Efficient multi-granularity network for fine-grained image classification	55
Multi-material blind beam hardening correction in near real-time based on non-linearity adjustment of projections	48
Scalable and custom-precision floating-point hardware convolution core for using in AI edge processors	47
Real-time detection of small underwater organisms with a novel lightweight SFESI-YOLOv8n model	43
A high throughput JPEG2000 lossless encoder architecture	42
D2net: a dual-branch lightweight network for conveyor belt rotation detection in pipe belt conveyors	39
Lw4s: a lightweight semantic sigmentation model of urban street scene	39
Few-shot learning for facial expression recognition: a comprehensive survey	38
A real-time and efficient surface defect detection method based on YOLOv4	38
A real-time person tracking system based on SiamMask network for intelligent video surveillance	38
Empowering individuals with disabilities: a real-time, cost-effective, calibration-free assistive system utilizing eye tracking	37
A real-time foreign object detection method based on deep learning in complex open railway environments	37
A real-time fall detection model based on BlazePose and improved ST-GCN	29
Convolution neural network with low operation FLOPS and high accuracy for image recognition	29
SlimYOLOv4: lightweight object detector based on YOLOv4	28
Real-time pedestrian recognition model on edge device using infrared vision system	27
GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19	27
Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19	26
Image normalization in embedded systems	26
L-YOLOv4: lightweight YOLOv4 based on modified RFB-s and depthwise separable convolution for multi-target detection in complex scenes	25
An efficient image steganographic scheme for a real-time embedded system and its hardware implementation on AMD Xilinx Zynq-7000 APSoC platform	24
Real-time eye state recognition using dual convolutional neural network ensemble	23
FPGA-accelerated anisotropic diffusion filter based on SW/HW-codesign for medical images	23

Faster RCNN based robust vehicle detection algorithm for identifying and classifying vehicles	23
Selfredepth	22
A resource-efficient partial 3D convolution for gesture recognition	22
Correction: Driver fatigue detection based on improved YOLOv7	21
Efficient denoising method for real-world noise image using Scalable Convolution and Channel Interaction Attention	21
Efficient local cascading residual network for real-time single image super-resolution	20
Low-cost low-power approximated VLSI architecture for high-quality image scaling in mobile devices	20
RGB+D and deep learning-based real-time detection of suspicious event in Bank-ATMs	20
Realistic real-time processing of anime portraits based on generative adversarial networks	20
A novel finetuned YOLOv6 transfer learning model for real-time object detection	19
IPCRGC-YOLOv7: face mask detection algorithm based on improved partial convolution and recursive gated convolution	19
Real time video summarizing using image semantic segmentation for CBVR	19
Automated stenosis detection in coronary artery disease using yolov9c: Enhanced efficiency and accuracy in real-time applications	18
MED-YOLOv8s: a new real-time road crack, pothole, and patch detection model	18
Urtnet: an unstructured feature fusion network for real-time detection of endoscopic surgical instruments	17
Real-time lossless image compression by dynamic Huffman coding hardware implementation	17
M-YOLO: an object detector based on global context information for infrared images	17
Driver fatigue detection based on comprehensive facial features and gated recurrent unit	17
RDB-YOLOv8n: Insulator defect detection based on improved lightweight YOLOv8n model	16
Real-time object detection method of melon leaf diseases under complex background in greenhouse	16
$$\hbox {ABDF}^{2}$$-Net: an adaptive bi-directional features fusion network for real-time detection of threat object	16
A novel single kernel parallel image encryption scheme based on a chaotic map	15
AM YOLO: adaptive multi-scale YOLO for ship instance segmentation	15
Slim-YOLO-PR_KD: an efficient pose-varied object detection method for underground coal mine	15
BLINC: lightweight bimodal learning for low-complexity VVC intra-coding	15
Energy-efficient real-time visual image adversarial generation and processing algorithm for new energy vehicles	15
FANet: focus-aware lightweight light field salient object detection network	15
Weighted edge-based low-cost artifacts-free high-quality VLSI implementation for demosaicking	14
Real-time low-light video enhancement on smartphones	14
A motion conditioned diffusion model for real-time hand trajectory semantic prediction	13
Enhanced data fusion of ultrasonic and stereo vision in real-time obstacle detection	13
Reference picture selection scheme for robust HEVC video transmission using compressed domain saliency map	13
Real-time segmentation network for compact camera module assembly adhesives based on improved U-Net	13
Probabilistic Deep Q Network for real-time path planning in censorious robotic procedures using force sensors	12
Improved YOLOX for pedestrian detection in crowded scenes	12
GUD-Canny: a real-time GPU-based unsupervised and distributed Canny edge detector	12
Lightweight multimodal feature graph convolutional network for dangerous driving behavior detection	12
Rcf-yolo: an underwater object detection algorithm based on improved YOLOv10n	12
Efficient memory reuse methodology for CNN-based real-time image processing in mobile-embedded systems	12
Performance comparison of throughput between AVC, HEVC and VVC hardware CABAC decoder	12
Smartphone-based real-time object recognition architecture for portable and constrained systems	12
GIFT cipher usage in image data security: hardware implementations, performance and statistical analyses	12
Smart camera with image encryption: a secure solution for real-time monitoring in Industry 4.0	12
Efficient FPGA implementation of chaos-based real-time video watermarking system in spatial and DWT domain using QIM technique	11
Learning discriminative correlation filters via saliency-aware channel selection for robust visual object tracking	11
Efficient image color enhancement using a new tint intensification algorithm	11
CFP-PSPNet: a lightweight unmanned vessel water segmentation algorithm	11
A fast sand-dust video quality improvement method based on adaptive dynamic guided filtering and interframe detection strategy	11
YOLO-GCV: a lightweight algorithm for ship object detection in complex inland waterway environments	11
EAPoseNet: efficient animal pose network in low computing power scenarios	10

An efficient model for real-time wildfire detection in complex scenarios based on multi-head attention mechanism	10
YOLOv8n-LSLW: a lightweight method for real-time detection of wild fishing behavior	10
Deep learning-based lightweight radar target detection method	10
Improved small foreign object debris detection network based on YOLOv5	10
Research and implementation of adaptive stereo matching algorithm based on ZYNQ	10
A Swin transformer-functionalized lightweight YOLOv5s for real-time coal–gangue detection	10
A lightweight YOLOv8 integrating FasterNet for real-time underwater object detection	10
A GPU-accelerated light-field super-resolution framework based on mixed noise model and weighted regularization	10
Fast partition algorithm in depth map intra coding unit based on multi-deep convolution neural network	10
FPGA acceleration of secret sharing for 3D data cubes	10
SDPH: a new technique for spatial detection of path holes from huge volume high-resolution raster images in near real-time	10
A power-aware vision-based virtual sensor for real-time edge computing	10
YOLOv5s-BC: an improved YOLOv5s-based method for real-time apple detection	9
Performance evaluation of all intra Kvazaar and x265 HEVC encoders on embedded system Nvidia Jetson platform	9
Steel surface defect detection based on the lightweight improved RT-DETR algorithm	9
Fast encryption of color medical videos for Internet of Medical Things	9
Driver fatigue detection based on improved YOLOv7	9
`A real-time classification model based on joint sparse-collaborative representation	9
Accurate and real-time visual detection algorithm for environmental perception of USVS under all-weather conditions	9
High-speed hardware accelerator based on brightness improved by Light-DehazeNet	9
Yolo-tla: An Efficient and Lightweight Small Object Detection Model based on YOLOv5	9
Slim-neck by GSConv: a lightweight-design for real-time detector architectures	9
A generic deep learning architecture optimization method for edge device based on start-up latency reduction	9
MobileMEF: fast and efficient method for real-time mobile multi-exposure fusion	9
MLGT: multi-local guided tracker for visual object tracking	8
Shelf control in retail stores via ultra-low and low power microcontrollers	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
A real-time fire and flame detection method for electric vehicle charging station based on machine vision	8
A real-time high precision eye center localizer	8
Performance verification and latency time evaluation of hardware image processing module for appearance inspection systems using FPGA	8
Real-time detection algorithm of helmet and reflective vest based on improved YOLOv5	8
Neural network accelerator with fast buffer design for computer vision	8
RFSOD: a lightweight single-stage detector for real-time embedded applications to detect small-size objects	8
GPU-based parallelisation of a versatile video coding adaptive loop filter in resource-constrained heterogeneous embedded platform	8
RTDETR-Refa: a real-time detection method for multi-breed classification of cattle	8
A new wavelet-based multi-focus image fusion technique using method noise and anisotropic diffusion for real-time surveillance application	7
Adaptive complexity control for AV1 video encoder using machine learning	7
UniTracker: transformer-based CrossUnihead for multi-object tracking	7
Real-time high-precision pedestrian tracking: a detection–tracking–correction strategy based on improved SSD and Cascade R-CNN	7
Multi-scale feature fusion with attention mechanism for crowded road object detection	7
Reduced complexity and optimized face recognition approach based on facial symmetry	7
Yolov3-Pruning(transfer): real-time object detection algorithm based on transfer learning	7
Real-time recognition research for an automated egg-picking robot in free-range duck sheds	7
Real-time crowd behavior recognition in surveillance videos based on deep learning methods	7
Background subtraction in videos using LRMF and CWM algorithm	7
Multi-feature fusion for efficient inter prediction in versatile video coding	7
SCR-YOLOv8: an enhanced algorithm for target detection in sonar images	7
Real-time enhancement using multi-linear adaptive gamma correction (MLAGC) for better night driving	7
A novel lightweight real-time traffic sign detection method based on an embedded device and YOLOv8	7
Journal of Real-Time Image Processing: fifth issue of volume 20	7
Temporal feature markers for event cameras	7
Focusing highly squinted missile-borne SAR data using azimuth frequency nonlinear chirp scaling algorithm	7
Online continual streaming learning for embedded space applications	7
L-Net: lightweight and fast object detector-based ShuffleNetV2	7
A lightweight algorithm based on YOLOv5 for relative position detection of hydraulic support at coal mining faces	7
TinyCount: an efficient crowd counting network for intelligent surveillance	6
Enhancing low-light images via skip cross-attention fusion and multi-scale lightweight transformer	6
Journal of Real-Time Image Processing: sixth issue of volume 19	6
Real-time textile fabric flaw inspection system using grouped sparse dictionary	6
An evaluation of EfficientDet for object detection used for indoor robots assistance navigation	6
Learning multi-layer interactive residual feature fusion network for real-time traffic sign detection with stage routing attention	6
Deferred demosaicking: efficient first-person view drone video encoding	6
Fast detection of bag-breakups in pulsating and steady airflow using video analysis and deep learning	6
GAN-STD: small target detection based on generative adversarial network	6
TinyEmergencyNet: a hardware-friendly ultra-lightweight deep learning model for aerial scene image classification	6
A lightweight real-time object detection method for complex scenes based on YOLOv4	6
DTS: dynamic training slimming with feature sparsity for efficient convolutional neural network	6
Identification of rice disease based on MFAC-YOLOv8	6
Real-time segmentation algorithm of unstructured road scenes based on improved BiSeNet	6
Real-time detection and location of reserved anchor hole in coal mine roadway support steel belt	6
A small object detection architecture with concatenated detection heads and multi-head mixed self-attention mechanism	6
Automatic detection of defects in electronic plastic packaging using deep convolutional neural networks	6
Correction to: Reduced complexity and optimized face recognition approach based on facial symmetry	6
Unsupervised real-time evaluation of optical coherence tomography (OCT) images of solid oral dosage forms	6
Local feature driven fuzzy local information C-means clustering with kernel metric for blurred and noisy image segmentation	5
GSBF-YOLO: a lightweight model for tomato ripeness detection in natural environments	5
Deep learning based object tracking in walking droplet and granular intruder experiments	5
Optimized YOLOv8 for multi-scale object detection	5
Efficient NPU–GPU scheduling for real-time deep learning inference on mobile devices	5

Dynamic programming with adaptive and self-adjusting penalty for real-time accurate stereo matching	5
FE-YOLO: YOLO ship detection algorithm based on feature fusion and feature enhancement	5
Egc-yolo: strip steel surface defect detection method based on edge detail enhancement and multiscale feature fusion	5
A GPU optimization workflow for real-time execution of ultra-high frame rate computer vision applications	5
Adversarial generative learning and timed path optimization for real-time visual image prediction to guide robot arm movements	5
Fine-tuned depth-augmented U-Net for enhanced semantic segmentation in indoor autonomous vision systems	5
Part-based tracking for object pose estimation	5
A new hardware architecture of lightweight and efficient real-time video chaos-based encryption algorithm	5
Enhancing UAV tracking: a focus on discriminative representations using contrastive instances	5
A real-time recognition gait framework for personal authentication via image-based neural network: accelerated by feature reduction in time and frequency domains	5
A novel algorithm for human action recognition in compressed domain using attention-guided approach	5
Lightweight container code recognition based on multi-reuse feature fusion and multi-branch structure merger	5
An investigation of camera movements and capture techniques on optical flow for real-time rendering and presentation	5
An end-to-end deep learning approach for real-time single image dehazing	5
DCEI-RTDETR: an improved RT-DETR-based detection algorithm for data center equipment indicator lights	5
TeleStroke: real-time stroke detection with federated learning and YOLOv8 on edge devices	5
PHL-YOLO: a real-time lightweight yarn inspection method	5
Lightweight outdoor drowning detection based on improved YOLOv8	5
An efficient parallel-pipelined intra prediction architecture to support DCT/DST engine of HEVC encoder	5
L-SSD: lightweight SSD target detection based on depth-separable convolution	5
AdaptoMixNet: detection of foreign objects on power transmission lines under severe weather conditions	5
Hardware implementation of PSO-based approximate DST transform for VVC standard	4
High efficiency lossless image recompression algorithm with asymmetric numeral systems for real-time mobile application	4
LEN-YOLO: a lightweight remote sensing small aircraft object detection model for satellite on-orbit detection	4
A lightweight deep learning model for real-time rectangle NdFeB surface defect detection with high accuracy on a global scale	4
Accelerating convolutional neural networks on FPGA platforms: a high-performance design methodology using OpenCL	4
Low-cost real-time traffic situational awareness system based on modified YOLO v8 and GWO-LSTM for edge deployment	4
Fast segmentation algorithm of PCB image using 2D OTSU improved by adaptive genetic algorithm and integral image	4
Edge-computing-assisted intelligent processing of AI-generated image content	4
Lightweight network with one-shot aggregation for image super-resolution	4
Towards real-time video analysis of flooded areas: redundancy-based accelerator for object detection models	4
Cross-CBAM: a lightweight network for real-time scene segmentation	4
Real-time embedded system for valve detection in water pipelines	4
Oil leak detection in substation equipment based on PFDAL-DETR network	4
Efficient coding unit classifier for HEVC screen content coding based on machine learning	4
A real-time image-centric transfer function design based on incremental classification	4
Novel low-power pipelined DCT processor for real-time IoT applications	4
Efficient 2D DCT architecture based on approximate compressors for image compression with HEVC intra-prediction	4
Real-time detection and geometric analysis algorithm for concrete cracks based on the improved U-net model	4
Journal of Real-Time Image Processing: first issue of volume 19	4
FPGA-accelerated adaptive cartesian to polar conversion and efficient MI computation for image registration	4
Efficient convolutional neural networks on Raspberry Pi for image classification	4
YOLO9tr: a lightweight model for pavement damage detection utilizing a generalized efficient layer aggregation network and attention mechanism	4
A new approach to snow avalanche rescue using UAV pictures based on convolutional neural networks	4
Improved feature extraction network in lightweight YOLOv7 model for real-time vehicle detection on low-cost hardware	4
Real-time fire detection algorithm on low-power endpoint device	4
An efficient robust method for accurate and real-time vehicle plate recognition	4
An improved YOLOv8 method for identifying empty cell and unqualified plug seedling	4
Deep learning models for bolus segmentation in videofluoroscopic swallow studies	4
WoodGLNet: a multi-scale network integrating global and local information for real-time classification of wood images	4
DRMNet: more efficient bilateral networks for real-time semantic segmentation of road scenes	4
FESSD:SSD target detection based on feature fusion and feature enhancement	4
A real-time framework for HD video defogging using modified dark channel prior	3
GST-YOLO: a lightweight visual detection algorithm for underwater garbage detection	3
Butterfly network: a convolutional neural network with a new architecture for multi-scale semantic segmentation of pedestrians	3
Low-power hardware-efficient memory-based DCT processor	3
Convolutional Neural Networks for Geo-Localisation with a Single Aerial Image	3
Performance analysis of optimized versatile video coding software decoders on embedded platforms	3
Novel 3D-PCHCS design and application on ophthalmic medical image copyright protection with FPGA implementation	3
Real-time double JPEG forensics for mobile devices	3
Embedded planogram compliance control system	3
A novel image denoising algorithm based on least square generative adversarial network	3
Multiple layers complexity allocation with dynamic control scheme for high-efficiency video coding	3
Complexity and compression efficiency analysis of libaom AV1 video codec	3
An efficient versatile video coding motion estimation hardware	3
LGFF-YOLO: small object detection method of UAV images based on efficient local–global feature fusion	3
Efficient spatio-temporal network for action recognition	3
DRI-Net: a model for insulator defect detection on transmission lines in rainy backgrounds	3
Real-time detection method of intelligent classification and defect of transmission line insulator based on LightWeight-YOLOv8n network	3
A novel multiplier-less convolution core for YOLO CNN ASIC implementation	3
Hcl-yolo: a lightweight and efficient underwater object detection algorithm	3
Adaptive and stabilized real-time super-resolution control for UAV-assisted smart harbor surveillance platforms	3
HW/SW co-design on embedded SoC FPGA for star tracking optimization in space applications	3
An enhanced network model for PCB defect detection: CDS-YOLO	3
Study on end-to-end detection method for surface defects of automotive sheet metal parts	3
Real-time traffic sign detection model based on multi-branch convolutional reparameterization	3
Rtsds:a real-time and efficient method for detecting surface defects in strip steel	3
A compact CNN approach for drone localisation in autonomous drone racing	3
Underwater trash detection algorithm based on improved YOLOv5s	3
VI-NeRF-SLAM: a real-time visual–inertial SLAM with NeRF mapping	3
EMFANet: a lightweight network with efficient multi-scale feature aggregation for real-time semantic segmentation	3
FPGA implementation of secret sharing for textured 3D mesh model based on texture vertex correlation	3
A secure, efficient and super-fast chaos-based image encryption algorithm for real-time applications	3
Lightweight target detection algorithm based on YOLOv4	3
Real-time image encryption algorithm based on combined chaotic map and optimized lifting wavelet transform	3
Towards reduced dependency and faster unsupervised 3D face reconstruction	3
Multi-view knowledge distillation for efficient semantic segmentation	3
A novel multi-wing chaotic system with FPGA implementation and application in image encryption	3
Real-time object detection method with single-domain generalization based on YOLOv8	3
Implementation of JPEG XS entropy encoding and decoding on FPGA	3
An improved YOLOv8 model for prohibited item detection with deformable convolution and dynamic head	3
Object detection method based on lightweight YOLOv4 and attention mechanism in security scenes	3
LightYOLO-S: a lightweight algorithm for detecting small targets	3
A novel pipelined architecture of entropy filter	3
Lane line detection based on the codec structure of the attention mechanism	3