OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Real-Time Image Processing is 6. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-05-01 to 2025-05-01.)

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
A real-time foreign object detection method based on deep learning in complex open railway environments	37
Empowering individuals with disabilities: a real-time, cost-effective, calibration-free assistive system utilizing eye tracking	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
Image normalization in embedded systems	26
Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19	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
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

Real-time eye state recognition using dual convolutional neural network ensemble	23
Selfredepth	22
A resource-efficient partial 3D convolution for gesture recognition	22
Efficient denoising method for real-world noise image using Scalable Convolution and Channel Interaction Attention	21
Correction: Driver fatigue detection based on improved YOLOv7	21
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
Efficient local cascading residual network for real-time single image super-resolution	20
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
A novel finetuned YOLOv6 transfer learning model for real-time object detection	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
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
RDB-YOLOv8n: Insulator defect detection based on improved lightweight YOLOv8n model	16
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
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
Weighted edge-based low-cost artifacts-free high-quality VLSI implementation for demosaicking	14
Real-time low-light video enhancement on smartphones	14
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
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
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
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
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
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
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
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
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
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
Slim-neck by GSConv: a lightweight-design for real-time detector architectures	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
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
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
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
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
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
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