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 2020-11-01 to 2024-11-01.)

Article	Citations
Real-time video fire/smoke detection based on CNN in antifire surveillance systems	136
Implementing a real-time, AI-based, people detection and social distancing measuring system for Covid-19	78
Probabilistic Deep Q Network for real-time path planning in censorious robotic procedures using force sensors	63
Optimized convolutional neural network by firefly algorithm for magnetic resonance image classification of glioma brain tumor grade	55
A lightweight Tiny-YOLOv3 vehicle detection approach	50
Image deconvolution for optical small satellite with deep learning and real-time GPU acceleration	41
A novel optical image denoising technique using convolutional neural network and anisotropic diffusion for real-time surveillance applications	33
A real-time deep learning forest fire monitoring algorithm based on an improved Pruned + KD model	32
Real-time underwater image enhancement: a systematic review	30
Fast identification model for coal and gangue based on the improved tiny YOLO v3	30
Real-time traffic sign detection based on multiscale attention and spatial information aggregator	29
EfficientHRNet	28
A new wavelet-based multi-focus image fusion technique using method noise and anisotropic diffusion for real-time surveillance application	28
Fast and efficient recursive algorithm of Meixner polynomials	27
DDH-YOLOv5: improved YOLOv5 based on Double IoU-aware Decoupled Head for object detection	26
A real-time person tracking system based on SiamMask network for intelligent video surveillance	24
Slim-neck by GSConv: a lightweight-design for real-time detector architectures	24
An IoT-enabled real-time overhead view person detection system based on Cascade-RCNN and transfer learning	23
Predicting behavioral competencies automatically from facial expressions in real-time video-recorded interviews	23
A new YOLO-based method for real-time crowd detection from video and performance analysis of YOLO models	23
SlimYOLOv4: lightweight object detector based on YOLOv4	22
FESSD:SSD target detection based on feature fusion and feature enhancement	22
Recognizing human violent action using drone surveillance within real-time proximity	22
A real-time efficient object segmentation system based on U-Net using aerial drone images	22
Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19	21

A new approach for the detection of pneumonia in children using CXR images based on an real-time IoT system	21
L-Net: lightweight and fast object detector-based ShuffleNetV2	21
LCDnet: a lightweight crowd density estimation model for real-time video surveillance	21
Underwater trash detection algorithm based on improved YOLOv5s	21
An improved one-stage pedestrian detection method based on multi-scale attention feature extraction	20
Nighttime object detection system with lightweight deep network for internet of vehicles	19
A novel multi-wing chaotic system with FPGA implementation and application in image encryption	19
Efficient real-time defect detection for spillway tunnel using deep learning	19
A real-time video smoke detection algorithm based on Kalman filter and CNN	19
Design and implementation of a radar and camera-based obstacle classification system using machine-learning techniques	18
A novel finetuned YOLOv6 transfer learning model for real-time object detection	18
Smart surveillance system for real-time multi-person multi-camera tracking at the edge	18
Real-time FPGA implementation of a secure chaos-based digital crypto-watermarking system in the DWT domain using co-design approach	17
A mobile augmented reality application for supporting real-time skin lesion analysis based on deep learning	17
Research on role modeling and behavior control of virtual reality animation interactive system in Internet of Things	17
A lightweight YOLOv8 integrating FasterNet for real-time underwater object detection	17
Smartphone-based real-time object recognition architecture for portable and constrained systems	17
Real-time detection algorithm of helmet and reflective vest based on improved YOLOv5	16
Real-time traffic sign detection network using DS-DetNet and lite fusion FPN	16
Real-time and effective detection of agricultural pest using an improved YOLOv5 network	16
Fast-PLDN: fast power line detection network	16
Temporal and spatial feature based approaches in drowsiness detection using deep learning technique	16
Improved single image dehazing methods for resource-constrained platforms	15
Temporal synchronization framework of machine-vision cameras for high-speed steel surface inspection systems	15
A fast and effective video vehicle detection method leveraging feature fusion and proposal temporal link	15
Real-time human detection in thermal infrared imaging at night using enhanced Tiny-yolov3 network	14
Real-time face alignment: evaluation methods, training strategies and implementation optimization	14
Adaptive and stabilized real-time super-resolution control for UAV-assisted smart harbor surveillance platforms	14
Real-time automotive night-vision system for drivers to inhibit headlight glare of the oncoming vehicles and enhance road visibility	13
Real-time implementation of fast discriminative scale space tracking algorithm	13
Real-time object detection method of melon leaf diseases under complex background in greenhouse	13
Gradient information distillation network for real-time single-image super-resolution	13
The role of film and television big data in real-time image detection and processing in the Internet of Things era	12
An end-to-end deep learning approach for real-time single image dehazing	12
Reconfigurable color medical image encryptor using hardware accelerated Chao(S)-box triplets	12
Efficient binary 3D convolutional neural network and hardware accelerator	12
An efficient low-complexity block partition scheme for VVC intra coding	12
Network algorithm real-time depth image 3D human recognition for augmented reality	12
Real-time and effective pan-sharpening for remote sensing using multi-scale fusion network	12
Cryptanalysis of a secure image encryption scheme based on a novel 2D sine–cosine cross‑chaotic map	12
Efficient convolutional neural network with multi-kernel enhancement features for real-time facial expression recognition	12
Parallel approaches to improve the speed of chaotic-maps-based encryption using GPU	12
A compression pipeline for one-stage object detection model	11
An integrated and real-time social distancing, mask detection, and facial temperature video measurement system for pandemic monitoring	11
Real-time crowd behavior recognition in surveillance videos based on deep learning methods	11
Efficient convolutional neural networks on Raspberry Pi for image classification	11
An automated detection model of threat objects for X-ray baggage inspection based on depthwise separable convolution	11
Convolution neural network with low operation FLOPS and high accuracy for image recognition	11
FPGA-based architecture for bi-cubic interpolation: the best trade-off between precision and hardware resource consumption	11
Lightweight convolutional neural network for real-time 3D object detection in road and railway environments	11

Fast background subtraction with adaptive block learning using expectation value suitable for real-time moving object detection	11
Two-pathway attention network for real-time facial expression recognition	10
Machine learning-based fast CU size decision algorithm for 3D-HEVC inter-coding	10
Object detection method based on lightweight YOLOv4 and attention mechanism in security scenes	10
Realtime fire detection using CNN and search space navigation	10
Mobile augmented reality technology for design and implementation of library document push system	10
An efficient model for real-time wildfire detection in complex scenarios based on multi-head attention mechanism	10
FL-MISR: fast large-scale multi-image super-resolution for computed tomography based on multi-GPU acceleration	10
Few-shot learning for facial expression recognition: a comprehensive survey	10
A hybrid hardware oriented motion estimation algorithm for HEVC/H.265	9
$$\text{C}^{3}\text{Net}$$: end-to-end deep learning for efficient real-time visual active camera control	9
Hardware acceleration of YOLOv7-tiny using high-level synthesis tools	9
A secure, efficient and super-fast chaos-based image encryption algorithm for real-time applications	9
Real-time eye state recognition using dual convolutional neural network ensemble	9
Real-time image processing for augmented reality on mobile devices	9
Embedded real-time infrared and visible image fusion for UAV surveillance	9
Dynamic programming with adaptive and self-adjusting penalty for real-time accurate stereo matching	9
TC-YOLOv5: rapid detection of floating debris on raspberry Pi 4B	8
A new hardware architecture of lightweight and efficient real-time video chaos-based encryption algorithm	8
Real-time classification of brain tumors in MRI images with a convolutional operator-based hidden Markov model	8
A real-time high-speed autonomous driving based on a low-cost RTK-GPS	8
Real-time high-precision pedestrian tracking: a detection–tracking–correction strategy based on improved SSD and Cascade R-CNN	8
GUD-Canny: a real-time GPU-based unsupervised and distributed Canny edge detector	8
GIFT cipher usage in image data security: hardware implementations, performance and statistical analyses	8
Yolov3-Pruning(transfer): real-time object detection algorithm based on transfer learning	7
Hardware acceleration for object detection using YOLOv4 algorithm on Xilinx Zynq platform	7
Deep learning-based lightweight radar target detection method	7
Fast segmentation algorithm of PCB image using 2D OTSU improved by adaptive genetic algorithm and integral image	7
A fast SSD model based on parameter reduction and dilated convolution	7
An evaluation of EfficientDet for object detection used for indoor robots assistance navigation	7
Variant center-symmetric census transform for real-time stereo vision architecture on chip	7
Language meets YOLOv8 for metric monocular SLAM	7
Parallel fractal image compression using quadtree partition with task and dynamic parallelism	7
Lightweight network with one-shot aggregation for image super-resolution	7
Real-time image encryption algorithm based on combined chaotic map and optimized lifting wavelet transform	7
A compact CNN approach for drone localisation in autonomous drone racing	7
L-YOLOv4: lightweight YOLOv4 based on modified RFB-s and depthwise separable convolution for multi-target detection in complex scenes	7
Real-time FPGA-based implementation of the AKAZE algorithm with nonlinear scale space generation using image partitioning	7
An efficient lightweight CNN model for real-time fire smoke detection	7
Image perceptual hashing for content authentication based on Watson’s visual model and LLE	7
Development of a real-time eye movement-based computer interface for communication with improved accuracy for disabled people under natural head movements	7
Real time video summarizing using image semantic segmentation for CBVR	7
Real-time prediction of spatial raster time series: a context-aware autonomous learning model	6
ShortYOLO-CSP: a decisive incremental improvement for real-time vehicle detection	6
RGB+D and deep learning-based real-time detection of suspicious event in Bank-ATMs	6
An RGB-D SLAM algorithm based on adaptive semantic segmentation in dynamic environment	6
An efficient robust method for accurate and real-time vehicle plate recognition	6
RFSOD: a lightweight single-stage detector for real-time embedded applications to detect small-size objects	6
Real-time embedded system for valve detection in water pipelines	6
Smart and real-time image dehazing on mobile devices	6
FAM: focal attention module for lesion segmentation of COVID-19 CT images	6
Real-time detection and location of reserved anchor hole in coal mine roadway support steel belt	6
ATT-YOLOv5-Ghost: water surface object detection in complex scenes	6
A De-raining semantic segmentation network for real-time foreground segmentation	6
RT-Droid: a novel approach for real-time android application analysis with transfer learning-based CNN models	6
An efficient bicubic interpolation implementation for real-time image processing using hybrid computing	6
A Swin transformer-functionalized lightweight YOLOv5s for real-time coal–gangue detection	6
Accelerated superpixel image segmentation with a parallelized DBSCAN algorithm	6
E2BNet: MAC-free yet accurate 2-level binarized neural network accelerator for embedded systems	6
Driver fatigue detection based on comprehensive facial features and gated recurrent unit	6
Efficient local cascading residual network for real-time single image super-resolution	6
Yolo-inspection: defect detection method for power transmission lines based on enhanced YOLOv5s	6
AFTD-Net: real-time anchor-free detection network of threat objects for X-ray baggage screening	6
`A real-time classification model based on joint sparse-collaborative representation	6
A real-time and efficient surface defect detection method based on YOLOv4	6
Research on improved YOLOv8 algorithm for insulator defect detection	6
Improved YOLOX for pedestrian detection in crowded scenes	6