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 2021-08-01 to 2025-08-01.)

Article	Citations
3D reconstruction method of welding area by fusion of coding raster and semantic segmentation network	239
Real-time optical flow processing on embedded GPU: an hardware-aware algorithm to implementation strategy	58
Efficient multi-granularity network for fine-grained image classification	57
A high throughput JPEG2000 lossless encoder architecture	45
D2net: a dual-branch lightweight network for conveyor belt rotation detection in pipe belt conveyors	44
Multi-material blind beam hardening correction in near real-time based on non-linearity adjustment of projections	43
A real-time fall detection model based on BlazePose and improved ST-GCN	41
Few-shot learning for facial expression recognition: a comprehensive survey	41
Lw4s: a lightweight semantic sigmentation model of urban street scene	40
Empowering individuals with disabilities: a real-time, cost-effective, calibration-free assistive system utilizing eye tracking	32
A real-time foreign object detection method based on deep learning in complex open railway environments	30
Efficiency and complexity analysis of video-based and geometry-based point cloud encoders	30
Real-time detection of small underwater organisms with a novel lightweight SFESI-YOLOv8n model	30
Scalable and custom-precision floating-point hardware convolution core for using in AI edge processors	29
A real-time and efficient surface defect detection method based on YOLOv4	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
GPU-based key-frame selection of pulmonary ultrasound images to detect COVID-19	27
IPCRGC-YOLOv7: face mask detection algorithm based on improved partial convolution and recursive gated convolution	26
Faster RCNN based robust vehicle detection algorithm for identifying and classifying vehicles	26
A resource-efficient partial 3D convolution for gesture recognition	25
Selfredepth	24
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
Realistic real-time processing of anime portraits based on generative adversarial networks	20

Real time video summarizing using image semantic segmentation for CBVR	20
Low-cost low-power approximated VLSI architecture for high-quality image scaling in mobile devices	20
SlimYOLOv4: lightweight object detector based on YOLOv4	19
Real-time pedestrian recognition model on edge device using infrared vision system	19
Efficient shadow removal using LSFormer with DiNA attention and dual-scale gated feedforward network	19
Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19	19
Real-time eye state recognition using dual convolutional neural network ensemble	19
A novel finetuned YOLOv6 transfer learning model for real-time object detection	18
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
Real-time lossless image compression by dynamic Huffman coding hardware implementation	17
BLINC: lightweight bimodal learning for low-complexity VVC intra-coding	17
$$\hbox {ABDF}^{2}$$-Net: an adaptive bi-directional features fusion network for real-time detection of threat object	17
Slim-YOLO-PR_KD: an efficient pose-varied object detection method for underground coal mine	16
Energy-efficient real-time visual image adversarial generation and processing algorithm for new energy vehicles	16
Enhanced data fusion of ultrasonic and stereo vision in real-time obstacle detection	16
RDB-YOLOv8n: Insulator defect detection based on improved lightweight YOLOv8n model	16
Weighted edge-based low-cost artifacts-free high-quality VLSI implementation for demosaicking	16
FANet: focus-aware lightweight light field salient object detection network	15
Real-time low-light video enhancement on smartphones	15
M-YOLO: an object detector based on global context information for infrared images	15
AM YOLO: adaptive multi-scale YOLO for ship instance segmentation	15
Real-time object detection method of melon leaf diseases under complex background in greenhouse	15
Urtnet: an unstructured feature fusion network for real-time detection of endoscopic surgical instruments	15
A novel single kernel parallel image encryption scheme based on a chaotic map	15
Driver fatigue detection based on comprehensive facial features and gated recurrent unit	14
A motion conditioned diffusion model for real-time hand trajectory semantic prediction	14
Reference picture selection scheme for robust HEVC video transmission using compressed domain saliency map	14
Real-time segmentation network for compact camera module assembly adhesives based on improved U-Net	14
Smart camera with image encryption: a secure solution for real-time monitoring in Industry 4.0	14
GUD-Canny: a real-time GPU-based unsupervised and distributed Canny edge detector	13
Real-time fall detection algorithm based on FFD-AlphaPose and CTR–GCN	13
Lightweight multimodal feature graph convolutional network for dangerous driving behavior detection	13
Improved YOLOX for pedestrian detection in crowded scenes	13
Efficient memory reuse methodology for CNN-based real-time image processing in mobile-embedded systems	13
Rcf-yolo: an underwater object detection algorithm based on improved YOLOv10n	13
Smartphone-based real-time object recognition architecture for portable and constrained systems	13
Performance comparison of throughput between AVC, HEVC and VVC hardware CABAC decoder	13
Research and implementation of adaptive stereo matching algorithm based on ZYNQ	12
CFP-PSPNet: a lightweight unmanned vessel water segmentation algorithm	12
A lightweight YOLOv8 integrating FasterNet for real-time underwater object detection	12
EAPoseNet: efficient animal pose network in low computing power scenarios	12
A fast sand-dust video quality improvement method based on adaptive dynamic guided filtering and interframe detection strategy	12
YOLOv8n-LSLW: a lightweight method for real-time detection of wild fishing behavior	12
YOLO-GCV: a lightweight algorithm for ship object detection in complex inland waterway environments	12
Efficient image color enhancement using a new tint intensification algorithm	12
A Swin transformer-functionalized lightweight YOLOv5s for real-time coal–gangue detection	12
FPGA acceleration of secret sharing for 3D data cubes	11
Fast partition algorithm in depth map intra coding unit based on multi-deep convolution neural network	11
An efficient model for real-time wildfire detection in complex scenarios based on multi-head attention mechanism	11

Efficient FPGA implementation of chaos-based real-time video watermarking system in spatial and DWT domain using QIM technique	11
Fast encryption of color medical videos for Internet of Medical Things	10
YOLOv5s-BC: an improved YOLOv5s-based method for real-time apple detection	10
Accurate and real-time visual detection algorithm for environmental perception of USVS under all-weather conditions	10
Steel surface defect detection based on the lightweight improved RT-DETR algorithm	10
A generic deep learning architecture optimization method for edge device based on start-up latency reduction	10
SDPH: a new technique for spatial detection of path holes from huge volume high-resolution raster images in near real-time	10
Real-time autonomous underwater and aerial exploration with limited FOV sensors	10
Improved small foreign object debris detection network based on YOLOv5	10
Learning discriminative correlation filters via saliency-aware channel selection for robust visual object tracking	10
MobileMEF: fast and efficient method for real-time mobile multi-exposure fusion	10
High-speed hardware accelerator based on brightness improved by Light-DehazeNet	10
Driver fatigue detection based on improved YOLOv7	10
Deep learning-based lightweight radar target detection method	10
A GPU-accelerated light-field super-resolution framework based on mixed noise model and weighted regularization	10
Slim-neck by GSConv: a lightweight-design for real-time detector architectures	9
Neural network accelerator with fast buffer design for computer vision	9
Real-time detection algorithm of helmet and reflective vest based on improved YOLOv5	9
Performance verification and latency time evaluation of hardware image processing module for appearance inspection systems using FPGA	9
A power-aware vision-based virtual sensor for real-time edge computing	9
Shelf control in retail stores via ultra-low and low power microcontrollers	9
Real-time enhancement using multi-linear adaptive gamma correction (MLAGC) for better night driving	9
Performance evaluation of all intra Kvazaar and x265 HEVC encoders on embedded system Nvidia Jetson platform	9
Yolo-tla: An Efficient and Lightweight Small Object Detection Model based on YOLOv5	9
Real-time recognition research for an automated egg-picking robot in free-range duck sheds	9
`A real-time classification model based on joint sparse-collaborative representation	8
Drone object detection incorporating multi-head mixed self-attention and dynamic regression mapping loss function	8
A real-time fire and flame detection method for electric vehicle charging station based on machine vision	8
A lightweight algorithm based on YOLOv5 for relative position detection of hydraulic support at coal mining faces	8
A novel lightweight real-time traffic sign detection method based on an embedded device and YOLOv8	8
A lightweight network and adaptive spatial fusion-based detection algorithm for mine aerial passenger devices	8
MLGT: multi-local guided tracker for visual object tracking	8
Partial convolutional reparameterization network for lightweight image super-resolution	8
GPU-based parallelisation of a versatile video coding adaptive loop filter in resource-constrained heterogeneous embedded platform	8
A real-time high precision eye center localizer	8
Reduced complexity and optimized face recognition approach based on facial symmetry	8
LFE-YOLO: an algorithm suitable for recognizing small target in blurred high-voltage line equipment	8
RFSOD: a lightweight single-stage detector for real-time embedded applications to detect small-size objects	8
Yolov3-Pruning(transfer): real-time object detection algorithm based on transfer learning	8
FGDA-DETR: a lightweight and real-time enhanced algorithm for wire rope defect detection with improved accuracy and efficiency	8
Edge-FastestDet: a real-time and ultra-lightweight model for detection	8
Journal of Real-Time Image Processing: fifth issue of volume 20	8
RTDETR-Refa: a real-time detection method for multi-breed classification of cattle	8
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
TinyCount: an efficient crowd counting network for intelligent surveillance	7
Enhancing low-light images via skip cross-attention fusion and multi-scale lightweight transformer	7
Deferred demosaicking: efficient first-person view drone video encoding	7
GAN-STD: small target detection based on generative adversarial network	7
Journal of Real-Time Image Processing: sixth issue of volume 19	7
Temporal feature markers for event cameras	7
Multi-feature fusion for efficient inter prediction in versatile video coding	7
Online continual streaming learning for embedded space applications	7
Fast detection of bag-breakups in pulsating and steady airflow using video analysis and deep learning	7
Multi-scale feature fusion with attention mechanism for crowded road object detection	7
FAN-YOLO: Real-time driver behavior detection based on full-layer aggregation network of YOLO	7
SCR-YOLOv8: an enhanced algorithm for target detection in sonar images	7
UniTracker: transformer-based CrossUnihead for multi-object tracking	7
TinyEmergencyNet: a hardware-friendly ultra-lightweight deep learning model for aerial scene image classification	7
Real-time detection and location of reserved anchor hole in coal mine roadway support steel belt	7
DTS: dynamic training slimming with feature sparsity for efficient convolutional neural network	7
Real-time segmentation algorithm of unstructured road scenes based on improved BiSeNet	7
A small object detection architecture with concatenated detection heads and multi-head mixed self-attention mechanism	7
Lightweight small object detection network for aerial images based on cross-attention and information injection	6
Efficient NPU–GPU scheduling for real-time deep learning inference on mobile devices	6
A new hardware architecture of lightweight and efficient real-time video chaos-based encryption algorithm	6
Automatic detection of defects in electronic plastic packaging using deep convolutional neural networks	6
Dynamic programming with adaptive and self-adjusting penalty for real-time accurate stereo matching	6
Optimized YOLOv8 for multi-scale object detection	6
An evaluation of EfficientDet for object detection used for indoor robots assistance navigation	6
TeleStroke: real-time stroke detection with federated learning and YOLOv8 on edge devices	6
Correction to: Reduced complexity and optimized face recognition approach based on facial symmetry	6
Enhancing UAV tracking: a focus on discriminative representations using contrastive instances	6
A real-time recognition gait framework for personal authentication via image-based neural network: accelerated by feature reduction in time and frequency domains	6
Learning multi-layer interactive residual feature fusion network for real-time traffic sign detection with stage routing attention	6
A lightweight real-time object detection method for complex scenes based on YOLOv4	6
Multispectral imaging and enhanced YOLOv10n for efficient coal gangue detection in complex mining environments	6
Real-time textile fabric flaw inspection system using grouped sparse dictionary	6