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 2020-05-01 to 2024-05-01.)

Article	Citations
A novel PCA–whale optimization-based deep neural network model for classification of tomato plant diseases using GPU	172
Real-time video fire/smoke detection based on CNN in antifire surveillance systems	107
Implementing a real-time, AI-based, people detection and social distancing measuring system for Covid-19	77
Real-time cheating immune secret sharing for remote sensing images	62
Probabilistic Deep Q Network for real-time path planning in censorious robotic procedures using force sensors	59
Efficient image encryption scheme based on generalized logistic map for real time image processing	50
Optimized convolutional neural network by firefly algorithm for magnetic resonance image classification of glioma brain tumor grade	48
A lightweight Tiny-YOLOv3 vehicle detection approach	46
Image deconvolution for optical small satellite with deep learning and real-time GPU acceleration	39
A real-time deep learning forest fire monitoring algorithm based on an improved Pruned + KD model	30
SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network	30
Real-time underwater image enhancement: a systematic review	30
A novel optical image denoising technique using convolutional neural network and anisotropic diffusion for real-time surveillance applications	29
Real-time implementation of fabric defect detection based on variational automatic encoder with structure similarity	29
Using augmented reality and deep learning to enhance Taxila Museum experience	27
Fast and efficient recursive algorithm of Meixner polynomials	26
A new wavelet-based multi-focus image fusion technique using method noise and anisotropic diffusion for real-time surveillance application	25
Fast identification model for coal and gangue based on the improved tiny YOLO v3	25
A real-time person tracking system based on SiamMask network for intelligent video surveillance	22
EfficientHRNet	21
A novel real-time fall detection method based on head segmentation and convolutional neural network	21
A dedicated hardware accelerator for real-time acceleration of YOLOv2	21
An IoT-enabled real-time overhead view person detection system based on Cascade-RCNN and transfer learning	20
Recognizing human violent action using drone surveillance within real-time proximity	19
Predicting behavioral competencies automatically from facial expressions in real-time video-recorded interviews	19

Real-time traffic sign detection based on multiscale attention and spatial information aggregator	19
A new approach for the detection of pneumonia in children using CXR images based on an real-time IoT system	19
An improved one-stage pedestrian detection method based on multi-scale attention feature extraction	18
Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19	18
A real-time efficient object segmentation system based on U-Net using aerial drone images	18
Research on role modeling and behavior control of virtual reality animation interactive system in Internet of Things	17
Fast deep neural networks for image processing using posits and ARM scalable vector extension	17
Real-time FPGA implementation of a secure chaos-based digital crypto-watermarking system in the DWT domain using co-design approach	16
Real-time traffic sign detection network using DS-DetNet and lite fusion FPN	16
Nighttime object detection system with lightweight deep network for internet of vehicles	16
Efficient real-time defect detection for spillway tunnel using deep learning	16
Fast-PLDN: fast power line detection network	16
DDH-YOLOv5: improved YOLOv5 based on Double IoU-aware Decoupled Head for object detection	16
Smart surveillance system for real-time multi-person multi-camera tracking at the edge	16
Design and implementation of a radar and camera-based obstacle classification system using machine-learning techniques	15
Underwater trash detection algorithm based on improved YOLOv5s	15
A mobile augmented reality application for supporting real-time skin lesion analysis based on deep learning	15
SlimYOLOv4: lightweight object detector based on YOLOv4	15
Smartphone-based real-time object recognition architecture for portable and constrained systems	15
A novel multi-wing chaotic system with FPGA implementation and application in image encryption	15
L-Net: lightweight and fast object detector-based ShuffleNetV2	14
A fast and effective video vehicle detection method leveraging feature fusion and proposal temporal link	14
A real-time video smoke detection algorithm based on Kalman filter and CNN	14
Real-time face alignment: evaluation methods, training strategies and implementation optimization	13
Improved single image dehazing methods for resource-constrained platforms	13
Temporal and spatial feature based approaches in drowsiness detection using deep learning technique	13
Real-time underwater image resolution enhancement using super-resolution with deep convolutional neural networks	13
Gradient information distillation network for real-time single-image super-resolution	13
FESSD:SSD target detection based on feature fusion and feature enhancement	13
Combined kernel for fast GPU computation of Zernike moments	13
Real-time implementation of fast discriminative scale space tracking algorithm	13
Real-time and effective pan-sharpening for remote sensing using multi-scale fusion network	12
Network algorithm real-time depth image 3D human recognition for augmented reality	12
Real-time human detection in thermal infrared imaging at night using enhanced Tiny-yolov3 network	12
Fast intra-coding unit partition decision in H.266/FVC based on deep learning	12
A novel finetuned YOLOv6 transfer learning model for real-time object detection	12
Real-time automotive night-vision system for drivers to inhibit headlight glare of the oncoming vehicles and enhance road visibility	11
Efficient convolutional neural network with multi-kernel enhancement features for real-time facial expression recognition	11
Parallel approaches to improve the speed of chaotic-maps-based encryption using GPU	11
Lightweight convolutional neural network for real-time 3D object detection in road and railway environments	11
Adaptive and stabilized real-time super-resolution control for UAV-assisted smart harbor surveillance platforms	11
Real-time detection algorithm of helmet and reflective vest based on improved YOLOv5	11
A compression pipeline for one-stage object detection model	11
Temporal synchronization framework of machine-vision cameras for high-speed steel surface inspection systems	11
Fast background subtraction with adaptive block learning using expectation value suitable for real-time moving object detection	11
Efficient binary 3D convolutional neural network and hardware accelerator	10
Study on computer vision target tracking algorithm based on sparse representation	10
Real-time object detection method of melon leaf diseases under complex background in greenhouse	10
Lightweight densely connected residual network for human pose estimation	10
Efficient convolutional neural networks on Raspberry Pi for image classification	10

A new YOLO-based method for real-time crowd detection from video and performance analysis of YOLO models	10
FL-MISR: fast large-scale multi-image super-resolution for computed tomography based on multi-GPU acceleration	10
Low-complexity CNN with 1D and 2D filters for super-resolution	10
The analysis of intelligent real-time image recognition technology based on mobile edge computing and deep learning	10
The role of film and television big data in real-time image detection and processing in the Internet of Things era	10
Real-time and effective detection of agricultural pest using an improved YOLOv5 network	10
An automated detection model of threat objects for X-ray baggage inspection based on depthwise separable convolution	10
Mobile augmented reality technology for design and implementation of library document push system	10
Cryptanalysis of a secure image encryption scheme based on a novel 2D sine–cosine cross‑chaotic map	9
Machine learning-based fast CU size decision algorithm for 3D-HEVC inter-coding	9
Convolution neural network with low operation FLOPS and high accuracy for image recognition	9
FPGA-based architecture for bi-cubic interpolation: the best trade-off between precision and hardware resource consumption	9
Two-pathway attention network for real-time facial expression recognition	9
Dynamic programming with adaptive and self-adjusting penalty for real-time accurate stereo matching	9
Embedded real-time infrared and visible image fusion for UAV surveillance	9
An efficient low-complexity block partition scheme for VVC intra coding	9
Reconfigurable color medical image encryptor using hardware accelerated Chao(S)-box triplets	9
LCDnet: a lightweight crowd density estimation model for real-time video surveillance	9
Realtime fire detection using CNN and search space navigation	8
Real-time eye state recognition using dual convolutional neural network ensemble	8
Real-time classification of brain tumors in MRI images with a convolutional operator-based hidden Markov model	8
Few-shot learning for facial expression recognition: a comprehensive survey	8
A hybrid hardware oriented motion estimation algorithm for HEVC/H.265	8
GIFT cipher usage in image data security: hardware implementations, performance and statistical analyses	8
Real-time crowd behavior recognition in surveillance videos based on deep learning methods	8
Lightweight network with one-shot aggregation for image super-resolution	7
Fast simultaneous image super-resolution and motion deblurring with decoupled cooperative learning	7
A real-time high-speed autonomous driving based on a low-cost RTK-GPS	7
A secure, efficient and super-fast chaos-based image encryption algorithm for real-time applications	7
Fast automatic camera network calibration through human mesh recovery	7
Accurate real-time visual SLAM combining building models and GPS for mobile robot	7
Object detection method based on lightweight YOLOv4 and attention mechanism in security scenes	7
GUD-Canny: a real-time GPU-based unsupervised and distributed Canny edge detector	7
Smart and real-time image dehazing on mobile devices	7
TC-YOLOv5: rapid detection of floating debris on raspberry Pi 4B	7
Investigating low-delay deep learning-based cultural image reconstruction	7
A frame-level MLP-based bit-rate controller for real-time video transmission using VVC standard	7
Language meets YOLOv8 for metric monocular SLAM	7
Real-time FPGA-based implementation of the AKAZE algorithm with nonlinear scale space generation using image partitioning	7
Real-time image processing for augmented reality on mobile devices	7
A fast SSD model based on parameter reduction and dilated convolution	7
Image perceptual hashing for content authentication based on Watson’s visual model and LLE	7
Real-time chinese traffic warning signs recognition based on cascade and CNN	7
Real-time high-precision pedestrian tracking: a detection–tracking–correction strategy based on improved SSD and Cascade R-CNN	7
Human motion tracking and positioning for augmented reality	7
A fast and fully distributed method for region-based image segmentation	7
Hardware acceleration for object detection using YOLOv4 algorithm on Xilinx Zynq platform	6
Accelerated superpixel image segmentation with a parallelized DBSCAN algorithm	6
An evaluation of EfficientDet for object detection used for indoor robots assistance navigation	6
Efficient local cascading residual network for real-time single image super-resolution	6
RT-Droid: a novel approach for real-time android application analysis with transfer learning-based CNN models	6
An efficient robust method for accurate and real-time vehicle plate recognition	6
An end-to-end deep learning approach for real-time single image dehazing	6
Real time video summarizing using image semantic segmentation for CBVR	6
Variant center-symmetric census transform for real-time stereo vision architecture on chip	6
RFSOD: a lightweight single-stage detector for real-time embedded applications to detect small-size objects	6
Real-time prediction of spatial raster time series: a context-aware autonomous learning model	6
$$\text{C}^{3}\text{Net}$$: end-to-end deep learning for efficient real-time visual active camera control	6
`A real-time classification model based on joint sparse-collaborative representation	6