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 2021-06-01 to 2025-06-01.)

Article	Citations
3D reconstruction method of welding area by fusion of coding raster and semantic segmentation network	170
Real-time optical flow processing on embedded GPU: an hardware-aware algorithm to implementation strategy	70
Efficient multi-granularity network for fine-grained image classification	53
Multi-material blind beam hardening correction in near real-time based on non-linearity adjustment of projections	51
Scalable and custom-precision floating-point hardware convolution core for using in AI edge processors	40
A real-time and efficient surface defect detection method based on YOLOv4	39
A high throughput JPEG2000 lossless encoder architecture	39
A real-time person tracking system based on SiamMask network for intelligent video surveillance	39
Few-shot learning for facial expression recognition: a comprehensive survey	39
D2net: a dual-branch lightweight network for conveyor belt rotation detection in pipe belt conveyors	39
A real-time foreign object detection method based on deep learning in complex open railway environments	35
Lw4s: a lightweight semantic sigmentation model of urban street scene	30
Empowering individuals with disabilities: a real-time, cost-effective, calibration-free assistive system utilizing eye tracking	29
Efficiency and complexity analysis of video-based and geometry-based point cloud encoders	28
Real-time detection of small underwater organisms with a novel lightweight SFESI-YOLOv8n model	28
Convolution neural network with low operation FLOPS and high accuracy for image recognition	28
A real-time fall detection model based on BlazePose and improved ST-GCN	28
Real-time pedestrian recognition model on edge device using infrared vision system	26
SlimYOLOv4: lightweight object detector based on YOLOv4	26
An efficient image steganographic scheme for a real-time embedded system and its hardware implementation on AMD Xilinx Zynq-7000 APSoC platform	25
FPGA-accelerated anisotropic diffusion filter based on SW/HW-codesign for medical images	24
Image normalization in embedded systems	24
GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19	24
Automated stenosis detection in coronary artery disease using yolov9c: Enhanced efficiency and accuracy in real-time applications	22
A resource-efficient partial 3D convolution for gesture recognition	22

Faster RCNN based robust vehicle detection algorithm for identifying and classifying vehicles	22
Selfredepth	21
Correction: Driver fatigue detection based on improved YOLOv7	20
Efficient denoising method for real-world noise image using Scalable Convolution and Channel Interaction Attention	19
RGB+D and deep learning-based real-time detection of suspicious event in Bank-ATMs	19
Realistic real-time processing of anime portraits based on generative adversarial networks	18
Efficient local cascading residual network for real-time single image super-resolution	18
Real time video summarizing using image semantic segmentation for CBVR	17
IPCRGC-YOLOv7: face mask detection algorithm based on improved partial convolution and recursive gated convolution	17
Low-cost low-power approximated VLSI architecture for high-quality image scaling in mobile devices	17
Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19	17
MED-YOLOv8s: a new real-time road crack, pothole, and patch detection model	16
M-YOLO: an object detector based on global context information for infrared images	16
A novel finetuned YOLOv6 transfer learning model for real-time object detection	16
L-YOLOv4: lightweight YOLOv4 based on modified RFB-s and depthwise separable convolution for multi-target detection in complex scenes	16
Real-time lossless image compression by dynamic Huffman coding hardware implementation	16
Real-time eye state recognition using dual convolutional neural network ensemble	16
Driver fatigue detection based on comprehensive facial features and gated recurrent unit	16
Urtnet: an unstructured feature fusion network for real-time detection of endoscopic surgical instruments	15
RDB-YOLOv8n: Insulator defect detection based on improved lightweight YOLOv8n model	15
Real-time object detection method of melon leaf diseases under complex background in greenhouse	15
$$\hbox {ABDF}^{2}$$-Net: an adaptive bi-directional features fusion network for real-time detection of threat object	14
BLINC: lightweight bimodal learning for low-complexity VVC intra-coding	14
AM YOLO: adaptive multi-scale YOLO for ship instance segmentation	13
A novel single kernel parallel image encryption scheme based on a chaotic map	13
Enhanced data fusion of ultrasonic and stereo vision in real-time obstacle detection	13
Energy-efficient real-time visual image adversarial generation and processing algorithm for new energy vehicles	13
Real-time low-light video enhancement on smartphones	13
Weighted edge-based low-cost artifacts-free high-quality VLSI implementation for demosaicking	13
Slim-YOLO-PR_KD: an efficient pose-varied object detection method for underground coal mine	13
Efficient memory reuse methodology for CNN-based real-time image processing in mobile-embedded systems	12
Reference picture selection scheme for robust HEVC video transmission using compressed domain saliency map	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
Real-time segmentation network for compact camera module assembly adhesives based on improved U-Net	12
GUD-Canny: a real-time GPU-based unsupervised and distributed Canny edge detector	12
A motion conditioned diffusion model for real-time hand trajectory semantic prediction	12
FANet: focus-aware lightweight light field salient object detection network	12
Real-time fall detection algorithm based on FFD-AlphaPose and CTR–GCN	11
Probabilistic Deep Q Network for real-time path planning in censorious robotic procedures using force sensors	11
Lightweight multimodal feature graph convolutional network for dangerous driving behavior detection	11
Smartphone-based real-time object recognition architecture for portable and constrained systems	11
Rcf-yolo: an underwater object detection algorithm based on improved YOLOv10n	11
Efficient image color enhancement using a new tint intensification algorithm	11
Improved YOLOX for pedestrian detection in crowded scenes	11
Performance comparison of throughput between AVC, HEVC and VVC hardware CABAC decoder	11
A fast sand-dust video quality improvement method based on adaptive dynamic guided filtering and interframe detection strategy	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

Efficient FPGA implementation of chaos-based real-time video watermarking system in spatial and DWT domain using QIM technique	10
Research and implementation of adaptive stereo matching algorithm based on ZYNQ	10
Learning discriminative correlation filters via saliency-aware channel selection for robust visual object tracking	10
YOLO-GCV: a lightweight algorithm for ship object detection in complex inland waterway environments	10
FPGA acceleration of secret sharing for 3D data cubes	10
Fast partition algorithm in depth map intra coding unit based on multi-deep convolution neural network	10
CFP-PSPNet: a lightweight unmanned vessel water segmentation algorithm	10
SDPH: a new technique for spatial detection of path holes from huge volume high-resolution raster images in near real-time	9
A power-aware vision-based virtual sensor for real-time edge computing	9
Accurate and real-time visual detection algorithm for environmental perception of USVS under all-weather conditions	9
Driver fatigue detection based on improved YOLOv7	9
A Swin transformer-functionalized lightweight YOLOv5s for real-time coal–gangue detection	9
Deep learning-based lightweight radar target detection method	9
A lightweight YOLOv8 integrating FasterNet for real-time underwater object detection	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
Improved small foreign object debris detection network based on YOLOv5	9
A GPU-accelerated light-field super-resolution framework based on mixed noise model and weighted regularization	9
A generic deep learning architecture optimization method for edge device based on start-up latency reduction	9
Fast encryption of color medical videos for Internet of Medical Things	9
Steel surface defect detection based on the lightweight improved RT-DETR algorithm	8
Performance evaluation of all intra Kvazaar and x265 HEVC encoders on embedded system Nvidia Jetson platform	8
A real-time high precision eye center localizer	8
High-speed hardware accelerator based on brightness improved by Light-DehazeNet	8
Yolo-tla: An Efficient and Lightweight Small Object Detection Model based on YOLOv5	8
Neural network accelerator with fast buffer design for computer vision	8
GPU-based parallelisation of a versatile video coding adaptive loop filter in resource-constrained heterogeneous embedded platform	8
Real-time autonomous underwater and aerial exploration with limited FOV sensors	8
Slim-neck by GSConv: a lightweight-design for real-time detector architectures	8
Shelf control in retail stores via ultra-low and low power microcontrollers	8
MLGT: multi-local guided tracker for visual object tracking	8
Real-time recognition research for an automated egg-picking robot in free-range duck sheds	7
RTDETR-Refa: a real-time detection method for multi-breed classification of cattle	7
Yolov3-Pruning(transfer): real-time object detection algorithm based on transfer learning	7
A lightweight network and adaptive spatial fusion-based detection algorithm for mine aerial passenger devices	7
Journal of Real-Time Image Processing: fifth issue of volume 20	7
UniTracker: transformer-based CrossUnihead for multi-object tracking	7
`A real-time classification model based on joint sparse-collaborative representation	7
Drone object detection incorporating multi-head mixed self-attention and dynamic regression mapping loss function	7
Partial convolutional reparameterization network for lightweight image super-resolution	7
Performance verification and latency time evaluation of hardware image processing module for appearance inspection systems using FPGA	7
LFE-YOLO: an algorithm suitable for recognizing small target in blurred high-voltage line equipment	7
L-Net: lightweight and fast object detector-based ShuffleNetV2	7
Adaptive complexity control for AV1 video encoder using machine learning	7
Real-time high-precision pedestrian tracking: a detection–tracking–correction strategy based on improved SSD and Cascade R-CNN	7
A lightweight algorithm based on YOLOv5 for relative position detection of hydraulic support at coal mining faces	7
A real-time fire and flame detection method for electric vehicle charging station based on machine vision	7
Real-time enhancement using multi-linear adaptive gamma correction (MLAGC) for better night driving	7
Real-time detection algorithm of helmet and reflective vest based on improved YOLOv5	7
Reduced complexity and optimized face recognition approach based on facial symmetry	7
A novel lightweight real-time traffic sign detection method based on an embedded device and YOLOv8	7
Temporal feature markers for event cameras	7
Multi-feature fusion for efficient inter prediction in versatile video coding	7
RFSOD: a lightweight single-stage detector for real-time embedded applications to detect small-size objects	7
Online continual streaming learning for embedded space applications	6
Fast detection of bag-breakups in pulsating and steady airflow using video analysis and deep learning	6
TinyEmergencyNet: a hardware-friendly ultra-lightweight deep learning model for aerial scene image classification	6
GAN-STD: small target detection based on generative adversarial network	6
DTS: dynamic training slimming with feature sparsity for efficient convolutional neural network	6
Deferred demosaicking: efficient first-person view drone video encoding	6
TinyCount: an efficient crowd counting network for intelligent surveillance	6
Real-time detection and location of reserved anchor hole in coal mine roadway support steel belt	6
SCR-YOLOv8: an enhanced algorithm for target detection in sonar images	6
Real-time segmentation algorithm of unstructured road scenes based on improved BiSeNet	6
Automatic detection of defects in electronic plastic packaging using deep convolutional neural networks	6
A small object detection architecture with concatenated detection heads and multi-head mixed self-attention mechanism	6
Multi-scale feature fusion with attention mechanism for crowded road object detection	6
Enhancing low-light images via skip cross-attention fusion and multi-scale lightweight transformer	6
Unsupervised real-time evaluation of optical coherence tomography (OCT) images of solid oral dosage forms	6
Journal of Real-Time Image Processing: sixth issue of volume 19	6
Correction to: Reduced complexity and optimized face recognition approach based on facial symmetry	6