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
Few-shot learning for facial expression recognition: a comprehensive survey	41
A real-time fall detection model based on BlazePose and improved ST-GCN	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
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
A real-time foreign object detection method based on deep learning in complex open railway environments	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
Faster RCNN based robust vehicle detection algorithm for identifying and classifying vehicles	26
IPCRGC-YOLOv7: face mask detection algorithm based on improved partial convolution and recursive gated convolution	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
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
Realistic real-time processing of anime portraits based on generative adversarial networks	20
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
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
MED-YOLOv8s: a new real-time road crack, pothole, and patch detection model	18
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
$$\hbox {ABDF}^{2}$$-Net: an adaptive bi-directional features fusion network for real-time detection of threat object	17
Real-time lossless image compression by dynamic Huffman coding hardware implementation	17
BLINC: lightweight bimodal learning for low-complexity VVC intra-coding	17
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
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
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
FANet: focus-aware lightweight light field salient object detection network	15
Real-time low-light video enhancement on smartphones	15
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
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
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
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
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
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
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

FPGA acceleration of secret sharing for 3D data cubes	11
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
A GPU-accelerated light-field super-resolution framework based on mixed noise model and weighted regularization	10
Real-time autonomous underwater and aerial exploration with limited FOV sensors	10
Improved small foreign object debris detection network based on YOLOv5	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
Fast encryption of color medical videos for Internet of Medical Things	10
Learning discriminative correlation filters via saliency-aware channel selection for robust visual object tracking	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
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
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
RTDETR-Refa: a real-time detection method for multi-breed classification of cattle	8
`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
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
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
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
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