Journal of Real-Time Image Processing

Article	Citations
Accelerating convolutional neural networks on FPGA platforms: a high-performance design methodology using OpenCL	126
FPGA architecture-based front-end processing for SLAM applications	67
UAV inspection insulator defect detection method based on dynamic adaptation improved YOLOv8	59
A real-time person tracking system based on SiamMask network for intelligent video surveillance	55
An RGB-D SLAM algorithm based on adaptive semantic segmentation in dynamic environment	43
An improved YOLOv8 algorithm for small object detection in autonomous driving	42
Real-time underwater target detection based on improved YOLOv7	38
D2net: a dual-branch lightweight network for conveyor belt rotation detection in pipe belt conveyors	38
A high throughput JPEG2000 lossless encoder architecture	38
Drone object detection incorporating multi-head mixed self-attention and dynamic regression mapping loss function	37
RTDETR-Refa: a real-time detection method for multi-breed classification of cattle	37
T-psd: T-shape parking slot detection with self-calibrated convolution network	37
F2S-Net: learning frame-to-segment prediction for online action detection	36
Performance evaluation of all intra Kvazaar and x265 HEVC encoders on embedded system Nvidia Jetson platform	34
Convolution neural network with low operation FLOPS and high accuracy for image recognition	28
An improved multi-scale and knowledge distillation method for efficient pedestrian detection in dense scenes	27
Novel low-power pipelined DCT processor for real-time IoT applications	27
Journal of Real-Time Image Processing: first issue of volume 19	26
An efficient robust method for accurate and real-time vehicle plate recognition	26
Lane line detection based on the codec structure of the attention mechanism	26
MLGT: multi-local guided tracker for visual object tracking	24
A real-time fire and flame detection method for electric vehicle charging station based on machine vision	24
`A real-time classification model based on joint sparse-collaborative representation	23
A real-time siamese tracker deployed on UAVs	23
Language meets YOLOv8 for metric monocular SLAM	23

Neural network accelerator with fast buffer design for computer vision	22
A real-time image-centric transfer function design based on incremental classification	22
Real-time digital twins end-to-end multi-branch object detection with feature level selection for healthcare	22
Underwater trash detection algorithm based on improved YOLOv5s	22
Real-time recognition research for an automated egg-picking robot in free-range duck sheds	21
Yolov3-Pruning(transfer): real-time object detection algorithm based on transfer learning	20
RT-Droid: a novel approach for real-time android application analysis with transfer learning-based CNN models	19
A real-time fall detection model based on BlazePose and improved ST-GCN	19
YOLO-VG: an efficient real-time recyclable waste detection network	19
Real-time detection algorithm of helmet and reflective vest based on improved YOLOv5	18
FedsNet: the real-time network for pedestrian detection based on RT-DETR	18
Performance verification and latency time evaluation of hardware image processing module for appearance inspection systems using FPGA	18
A real-time and efficient surface defect detection method based on YOLOv4	18
Fcd-cnn: FPGA-based CU depth decision for HEVC intra encoder using CNN	18
AFTD-Net: real-time anchor-free detection network of threat objects for X-ray baggage screening	17
Real-time enhancement using multi-linear adaptive gamma correction (MLAGC) for better night driving	17
3D reconstruction method of welding area by fusion of coding raster and semantic segmentation network	17
GMS-YOLO: an enhanced algorithm for water meter reading recognition in complex environments	17
Partial convolutional reparameterization network for lightweight image super-resolution	16
Correction to: A novel finetuned YOLOv6 transfer learning model for real‑time object detection	16
An improved YOLOv8 method for identifying empty cell and unqualified plug seedling	15
A real-time and high-performance MobileNet accelerator based on adaptive dataflow scheduling for image classification	15
Reduced complexity and optimized face recognition approach based on facial symmetry	15
EV-TIFNet: lightweight binocular fusion network assisted by event camera time information for 3D human pose estimation	15
Real-time visible and near-infrared video fusion: architecture and implementation	15
Real-time medical lesion screening: accurate and rapid detectors	14
Learning correlation filter with fused feature and reliable response for real-time tracking	14
VI-NeRF-SLAM: a real-time visual–inertial SLAM with NeRF mapping	14
Shelf control in retail stores via ultra-low and low power microcontrollers	14
Efficient multi-granularity network for fine-grained image classification	14
A hardware-friendly logarithmic quantization method for CNNs and FPGA implementation	14
Empowering individuals with disabilities: a real-time, cost-effective, calibration-free assistive system utilizing eye tracking	14
Multi-material blind beam hardening correction in near real-time based on non-linearity adjustment of projections	13
A high-precision and real-time lightweight detection model for small defects in cold-rolled steel	13
ESC-YOLO: optimizing apple fruit recognition with efficient spatial and channel features in YOLOX	13
EMFANet: a lightweight network with efficient multi-scale feature aggregation for real-time semantic segmentation	13
YOLOv7-Rep: a re-parameterization method for surface defect detection in workpieces	12
An efficient versatile video coding motion estimation hardware	12
A real-time foreign object detection method based on deep learning in complex open railway environments	12
FPGA implementation of secret sharing for textured 3D mesh model based on texture vertex correlation	12
Lightweight real-time lane detection algorithm based on ghost convolution and self batch normalization	12
RFSOD: a lightweight single-stage detector for real-time embedded applications to detect small-size objects	12
A novel pipelined architecture of entropy filter	12
Efficient 2D DCT architecture based on approximate compressors for image compression with HEVC intra-prediction	12
Rtsds:a real-time and efficient method for detecting surface defects in strip steel	12
A locally-processed light-weight deep neural network for detecting colorectal polyps in wireless capsule endoscopes	12
Advanced diagnosis of common rice leaf diseases using KERTL-BME ensemble approach	12
L-Net: lightweight and fast object detector-based ShuffleNetV2	11
Hardware acceleration for object detection using YOLOv4 algorithm on Xilinx Zynq platform	11
An improved lightweight and real-time YOLOv5 network for detection of surface defects on indocalamus leaves	11

Real-time optical flow processing on embedded GPU: an hardware-aware algorithm to implementation strategy	11
Real-time online unsupervised domain adaptation for real-world person re-identification	11
Correction to: Efficient fast motion estimation algorithm for real-time applications	11
Reinforced attention method for real-time traffic line detection	10
GPU-based parallelisation of a versatile video coding adaptive loop filter in resource-constrained heterogeneous embedded platform	10
An efficient bicubic interpolation implementation for real-time image processing using hybrid computing	10
A new wavelet-based multi-focus image fusion technique using method noise and anisotropic diffusion for real-time surveillance application	10
A real-time high precision eye center localizer	10
Scalable and custom-precision floating-point hardware convolution core for using in AI edge processors	10
Real-time detection of small underwater organisms with a novel lightweight SFESI-YOLOv8n model	10
Deeplab-YOLO: a method for detecting hot-spot defects in infrared image PV panels by combining segmentation and detection	9
Fast-PLDN: fast power line detection network	9
Optimized convolutional neural network by firefly algorithm for magnetic resonance image classification of glioma brain tumor grade	9
A novel lightweight real-time traffic sign detection method based on an embedded device and YOLOv8	9
Complexity and compression efficiency analysis of libaom AV1 video codec	9
Low-cost real-time traffic situational awareness system based on modified YOLO v8 and GWO-LSTM for edge deployment	9
Unsupervised learning-based fast CU size decision for geometry videos in V-PCC	9
Real-time crowd behavior recognition in surveillance videos based on deep learning methods	8
Object detection method based on lightweight YOLOv4 and attention mechanism in security scenes	8
Safety helmet detection based on improved YOLOv7-tiny with multiple feature enhancement	8
Edge devices-oriented surface defect segmentation by GhostNet Fusion Block and Global Auxiliary Layer	8
Few-shot learning for facial expression recognition: a comprehensive survey	8
A lightweight algorithm based on YOLOv5 for relative position detection of hydraulic support at coal mining faces	8
Realistic real-time processing of anime portraits based on generative adversarial networks	8
Survey of convolutional neural network accelerators on field-programmable gate array platforms: architectures and optimization techniques	8
Real-time and accurate deep learning-based multi-organ nucleus segmentation in histology images	8
VLSI architecture and implementation of HDR camera signal processor	8
Towards reduced dependency and faster unsupervised 3D face reconstruction	8
Real-time institution video data analysis using fog computing and adaptive background subtraction	7
Journal of Real-Time Image Processing: fifth issue of volume 20	7
A novel image denoising algorithm based on least square generative adversarial network	7
Ship detection algorithm based on structural reparameterize dilated large-kernel convolution and spatial selective kernel mechanism	7
FPGA-based hardware/firmware co-design for real-time radiometric correction onboard microsatellite	7
Low brightness PCB image enhancement algorithm for FPGA	7
FPGA implementation of double-head SalsaNext: a CNN-based model for LiDAR point cloud segmentation	7
Study on end-to-end detection method for surface defects of automotive sheet metal parts	7
A real-time framework for HD video defogging using modified dark channel prior	7
ATT-YOLOv5-Ghost: water surface object detection in complex scenes	7
Adaptive complexity control for AV1 video encoder using machine learning	7
Vaccine-YOLOv10: real-time QR code detection model for complex light condition	7
Deep learning based insulator fault detection algorithm for power transmission lines	7
DRI-Net: a model for insulator defect detection on transmission lines in rainy backgrounds	7
An effective geometrical feature extraction method for scale and rotational invariant multi-lingual character recognition	7
Real-time AI-assisted visual exercise pose correctness during rehabilitation training for musculoskeletal disorder	7
Online continual streaming learning for embedded space applications	7
FPGA-accelerated anisotropic diffusion filter based on SW/HW-codesign for medical images	6
Real-time statistical image and video processing for remote sensing and surveillance applications	6
SCR-YOLOv8: an enhanced algorithm for target detection in sonar images	6
Implementation of JPEG XS entropy encoding and decoding on FPGA	6
An efficient image steganographic scheme for a real-time embedded system and its hardware implementation on AMD Xilinx Zynq-7000 APSoC platform	6
An energy-efficient dehazing neural network accelerator based on E$$^2$$AOD-Net	6
Real-time pedestrian recognition model on edge device using infrared vision system	6
Improving image encoding quality with a low-complexity DCT approximation using 14 additions	6
Real-time segmentation algorithm of unstructured road scenes based on improved BiSeNet	6
EfficientHRNet	6
Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19	6
Yolo-inspection: defect detection method for power transmission lines based on enhanced YOLOv5s	6
Multi-feature fusion for efficient inter prediction in versatile video coding	6
Correction: Driver fatigue detection based on improved YOLOv7	6
SlimYOLOv4: lightweight object detector based on YOLOv4	6
Efficient spatio-temporal network for action recognition	6
Faster RCNN based robust vehicle detection algorithm for identifying and classifying vehicles	6
Optical flow algorithms optimized for speed, energy and accuracy on embedded GPUs	6
Real-time high-precision pedestrian tracking: a detection–tracking–correction strategy based on improved SSD and Cascade R-CNN	6
A safety helmet-wearing detection method based on cross-layer connection	6
A small object detection architecture with concatenated detection heads and multi-head mixed self-attention mechanism	6
Real-time detection of coal mine safety helmet based on improved YOLOv8	6
Real-time traffic sign detection network using DS-DetNet and lite fusion FPN	5
Lightweight safety helmet detection algorithm using improved YOLOv5	5
Real-time efficient semantic segmentation network based on improved ASPP and parallel fusion module in complex scenes	5
Hardware-efficient FrWF-based architecture for joint image dehazing and denoising framework for visual sensors	5
Background subtraction in videos using LRMF and CWM algorithm	5
Shuffle-octave-yolo: a tradeoff object detection method for embedded devices	5
Computational scatter correction in near real-time with a fast Monte Carlo photon transport model for high-resolution flat-panel CT	5
DeoT: an end-to-end encoder-only Transformer object detector	5
Efficient denoising method for real-world noise image using Scalable Convolution and Channel Interaction Attention	5
Pixel-level attention based data compression for spike camera	5
Low-complexity rounded KLT approximation for image compression	5
Recognizing human violent action using drone surveillance within real-time proximity	5
Real-time detection and location of reserved anchor hole in coal mine roadway support steel belt	5

GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19	5
Image normalization in embedded systems	5
Real-time double JPEG forensics for mobile devices	5
EF-RT-DETR: a efficient focused real-time DETR model for pavement distress detection	5
Fast computation of 3D Tchebichef moments for higher orders	5
Focusing highly squinted missile-borne SAR data using azimuth frequency nonlinear chirp scaling algorithm	5
Speeding-up and compression convolutional neural networks by low-rank decomposition without fine-tuning	4
Software and hardware realizations for different designs of chaos-based secret image sharing systems	4
LKR-DETR: small object detection in remote sensing images based on multi-large kernel convolution	4
Efficient fast motion estimation algorithm for real-time applications	4
RGB+D and deep learning-based real-time detection of suspicious event in Bank-ATMs	4
Enhancing distance transform computation by leveraging the discrete nature of images	4
Multi-scale feature fusion with attention mechanism for crowded road object detection	4
HW/SW co-design on embedded SoC FPGA for star tracking optimization in space applications	4
Automated stenosis detection in coronary artery disease using yolov9c: Enhanced efficiency and accuracy in real-time applications	4
UniTracker: transformer-based CrossUnihead for multi-object tracking	4
Real-time eye state recognition using dual convolutional neural network ensemble	4
MED-YOLOv8s: a new real-time road crack, pothole, and patch detection model	4
Yolo-global: a real-time target detector for mineral particles	4
Enhancing low-light images via skip cross-attention fusion and multi-scale lightweight transformer	4
Efficient local cascading residual network for real-time single image super-resolution	4
A resource-efficient partial 3D convolution for gesture recognition	4
Real-time implementation of fast discriminative scale space tracking algorithm	4
Towards real-time accurate dense pedestrian detection via large-kernel perception module and multi-level feature fusion	4
Rigid tank guide fault detection algorithm based on improved YOLOv7	4
Performance analysis of optimized versatile video coding software decoders on embedded platforms	4
EVBS-CAT: enhanced video background subtraction with a controlled adaptive threshold for constrained wireless video surveillance	4
RCSLFNet: a novel real-time pedestrian detection network based on re-parameterized convolution and channel-spatial location fusion attention for low-resolution infrared image	4
Research on coal gangue classification recognition method based on the combination of CNN and SVM	4
Temporal and spatial feature based approaches in drowsiness detection using deep learning technique	4
Probabilistic object tracking by low power microcontrollers	4
HIDE: hyperchaotic image encryption using DNA computing	4
Temporal feature markers for event cameras	4
$$\eta$$-repyolo: real-time object detection method based on $$\eta$$-RepConv and YOLOv8	4
A novel multi-wing chaotic system with FPGA implementation and application in image encryption	4
Selfredepth	4
Lightweight parameter de-redundancy demoiréing network with adaptive wavelet distillation	4
$$\hbox {ABDF}^{2}$$-Net: an adaptive bi-directional features fusion network for real-time detection of threat object	3
DTS: dynamic training slimming with feature sparsity for efficient convolutional neural network	3
A MEMS-based real-time structured light 3-D measuring architecture on FPGA	3
A face recognition application for Alzheimer’s patients using ESP32-CAM and Raspberry Pi	3
Journal of real-time image processing: sixth issue of volume 18	3
Multiple layers complexity allocation with dynamic control scheme for high-efficiency video coding	3
Journal of Real-Time Image Processing: sixth issue of volume 19	3
Real time video summarizing using image semantic segmentation for CBVR	3
Fast detection of bag-breakups in pulsating and steady airflow using video analysis and deep learning	3
A novel finetuned YOLOv6 transfer learning model for real-time object detection	3
A novel hybrid architecture for video frame prediction: combining convolutional LSTM and 3D CNN	3
Driver fatigue detection based on comprehensive facial features and gated recurrent unit	3
Butterfly network: a convolutional neural network with a new architecture for multi-scale semantic segmentation of pedestrians	3
FPGA-based 1D-CNN accelerator for real-time arrhythmia classification	3
Unsupervised real-time evaluation of optical coherence tomography (OCT) images of solid oral dosage forms	3
Mode skipping for screen content coding based on Neural Network Classifier	3
Road disease detection algorithm based on YOLOv5s-DSG	3
Low-power hardware-efficient memory-based DCT processor	3
Low-cost low-power approximated VLSI architecture for high-quality image scaling in mobile devices	3
An evaluation of EfficientDet for object detection used for indoor robots assistance navigation	3
DHNet: a surface defect detection model utilizing multi-scale convolutional kernels	3
LCDnet: a lightweight crowd density estimation model for real-time video surveillance	3
TinyCount: an efficient crowd counting network for intelligent surveillance	3
Lightweight outdoor drowning detection based on improved YOLOv8	3
TinyEmergencyNet: a hardware-friendly ultra-lightweight deep learning model for aerial scene image classification	3
Journal of real-time image processing: fourth issue of volume 21	3
A lightweight real-time object detection method for complex scenes based on YOLOv4	3
Regressive rate-distortion trade-off with weighted entropy coding for HEVC encoding	3
Fast detection of face masks in public places using QARepVGG-YOLOv7	3
Real-time recognition method for PCB chip targets based on YOLO-GSG	3
Real-time traffic sign detection model based on multi-branch convolutional reparameterization	3
IPCRGC-YOLOv7: face mask detection algorithm based on improved partial convolution and recursive gated convolution	3
L-YOLOv4: lightweight YOLOv4 based on modified RFB-s and depthwise separable convolution for multi-target detection in complex scenes	3
Fast SHVC inter-coding based on Bayesian decision with coding depth estimation	3
GAN-STD: small target detection based on generative adversarial network	3
LGFF-YOLO: small object detection method of UAV images based on efficient local–global feature fusion	3
Improved single image dehazing methods for resource-constrained platforms	2
Real-time human detection in thermal infrared imaging at night using enhanced Tiny-yolov3 network	2
A real-time recognition gait framework for personal authentication via image-based neural network: accelerated by feature reduction in time and frequency domains	2
Development of a real-time eye movement-based computer interface for communication with improved accuracy for disabled people under natural head movements	2
Embedded planogram compliance control system	2
Enhanced data fusion of ultrasonic and stereo vision in real-time obstacle detection	2
RDB-YOLOv8n: Insulator defect detection based on improved lightweight YOLOv8n model	2
Fast rough mode decision algorithm and hardware architecture design for AV1 encoder	2
An IoT-enabled real-time overhead view person detection system based on Cascade-RCNN and transfer learning	2
AM YOLO: adaptive multi-scale YOLO for ship instance segmentation	2
Real-time object detection method with single-domain generalization based on YOLOv8	2
A novel multiplier-less convolution core for YOLO CNN ASIC implementation	2
Efficient and real-time skin lesion image segmentation using spatial-frequency information and channel convolutional networks	2
Learning multi-layer interactive residual feature fusion network for real-time traffic sign detection with stage routing attention	2
Lightweight network for small target fall detection based on feature fusion and dynamic convolution	2
Adaptive and stabilized real-time super-resolution control for UAV-assisted smart harbor surveillance platforms	2
Novel 3D-PCHCS design and application on ophthalmic medical image copyright protection with FPGA implementation	2
Real-time image encryption algorithm based on combined chaotic map and optimized lifting wavelet transform	2
Energy-efficient real-time visual image adversarial generation and processing algorithm for new energy vehicles	2
Parallel algorithm for wrapped phase denoising	2
Real-time low-light video enhancement on smartphones	2
Weighted edge-based low-cost artifacts-free high-quality VLSI implementation for demosaicking	2