Journal of Real-Time Image Processing

Article	Citations
A novel PCA–whale optimization-based deep neural network model for classification of tomato plant diseases using GPU	170
Real-time video fire/smoke detection based on CNN in antifire surveillance systems	104
Implementing a real-time, AI-based, people detection and social distancing measuring system for Covid-19	76
Real-time cheating immune secret sharing for remote sensing images	60
Probabilistic Deep Q Network for real-time path planning in censorious robotic procedures using force sensors	58
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	46
A lightweight Tiny-YOLOv3 vehicle detection approach	43
Image deconvolution for optical small satellite with deep learning and real-time GPU acceleration	39
SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network	30
Real-time underwater image enhancement: a systematic review	29
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
A real-time deep learning forest fire monitoring algorithm based on an improved Pruned + KD model	28
Fast and efficient recursive algorithm of Meixner polynomials	26
Using augmented reality and deep learning to enhance Taxila Museum experience	25
A new wavelet-based multi-focus image fusion technique using method noise and anisotropic diffusion for real-time surveillance application	24
Fast identification model for coal and gangue based on the improved tiny YOLO v3	23
A real-time person tracking system based on SiamMask network for intelligent video surveillance	22
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
Real-time traffic sign detection based on multiscale attention and spatial information aggregator	19
EfficientHRNet	19
A new approach for the detection of pneumonia in children using CXR images based on an real-time IoT system	18

Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19	18
Predicting behavioral competencies automatically from facial expressions in real-time video-recorded interviews	18
An improved one-stage pedestrian detection method based on multi-scale attention feature extraction	18
Research on role modeling and behavior control of virtual reality animation interactive system in Internet of Things	17
Recognizing human violent action using drone surveillance within real-time proximity	17
Efficient real-time defect detection for spillway tunnel using deep learning	16
Fast deep neural networks for image processing using posits and ARM scalable vector extension	16
Smart surveillance system for real-time multi-person multi-camera tracking at the edge	16
A real-time efficient object segmentation system based on U-Net using aerial drone images	16
Real-time traffic sign detection network using DS-DetNet and lite fusion FPN	16
A mobile augmented reality application for supporting real-time skin lesion analysis based on deep learning	15
Fast-PLDN: fast power line detection network	15
Real-time FPGA implementation of a secure chaos-based digital crypto-watermarking system in the DWT domain using co-design approach	15
Multiple player tracking in basketball court videos	15
Smartphone-based real-time object recognition architecture for portable and constrained systems	14
Effective and efficient multitask learning for brain tumor segmentation	14
Nighttime object detection system with lightweight deep network for internet of vehicles	14
Real-time accurate eye center localization for low-resolution grayscale images	14
Design and implementation of a radar and camera-based obstacle classification system using machine-learning techniques	13
SlimYOLOv4: lightweight object detector based on YOLOv4	13
L-Net: lightweight and fast object detector-based ShuffleNetV2	13
Combined kernel for fast GPU computation of Zernike moments	13
A real-time video smoke detection algorithm based on Kalman filter and CNN	13
Underwater trash detection algorithm based on improved YOLOv5s	13
DDH-YOLOv5: improved YOLOv5 based on Double IoU-aware Decoupled Head for object detection	13
Temporal and spatial feature based approaches in drowsiness detection using deep learning technique	13
A novel multi-wing chaotic system with FPGA implementation and application in image encryption	13
Real-time human detection in thermal infrared imaging at night using enhanced Tiny-yolov3 network	12
Gradient information distillation network for real-time single-image super-resolution	12
Improved single image dehazing methods for resource-constrained platforms	12
Network algorithm real-time depth image 3D human recognition for augmented reality	12
Fast intra-coding unit partition decision in H.266/FVC based on deep learning	12
Real-time and effective pan-sharpening for remote sensing using multi-scale fusion network	12
A fast and effective video vehicle detection method leveraging feature fusion and proposal temporal link	12
Real-time implementation of fast discriminative scale space tracking algorithm	12
FESSD:SSD target detection based on feature fusion and feature enhancement	12
A compression pipeline for one-stage object detection model	11
Real-time underwater image resolution enhancement using super-resolution with deep convolutional neural networks	11
Real-time detection algorithm of helmet and reflective vest based on improved YOLOv5	11
Real-time face alignment: evaluation methods, training strategies and implementation optimization	11
Adaptive and stabilized real-time super-resolution control for UAV-assisted smart harbor surveillance platforms	11
Efficient convolutional neural network with multi-kernel enhancement features for real-time facial expression recognition	11
A novel finetuned YOLOv6 transfer learning model for real-time object detection	11
The role of film and television big data in real-time image detection and processing in the Internet of Things era	10
Temporal synchronization framework of machine-vision cameras for high-speed steel surface inspection systems	10
An automated detection model of threat objects for X-ray baggage inspection based on depthwise separable convolution	10
Parallel approaches to improve the speed of chaotic-maps-based encryption using GPU	10
Lightweight convolutional neural network for real-time 3D object detection in road and railway environments	10
Study on computer vision target tracking algorithm based on sparse representation	10
Mobile augmented reality technology for design and implementation of library document push system	10

V3O2: hybrid deep learning model for hyperspectral image classification using vanilla-3D and octave-2D convolution	10
Real-time automotive night-vision system for drivers to inhibit headlight glare of the oncoming vehicles and enhance road visibility	10
Efficient binary 3D convolutional neural network and hardware accelerator	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
Fast background subtraction with adaptive block learning using expectation value suitable for real-time moving object detection	10
Low-complexity CNN with 1D and 2D filters for super-resolution	9
LCDnet: a lightweight crowd density estimation model for real-time video surveillance	9
Efficient convolutional neural networks on Raspberry Pi for image classification	9
Embedded real-time infrared and visible image fusion for UAV surveillance	9
Real-time and effective detection of agricultural pest using an improved YOLOv5 network	9
Machine learning-based fast CU size decision algorithm for 3D-HEVC inter-coding	9
FL-MISR: fast large-scale multi-image super-resolution for computed tomography based on multi-GPU acceleration	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
Reconfigurable color medical image encryptor using hardware accelerated Chao(S)-box triplets	9
Cryptanalysis of a secure image encryption scheme based on a novel 2D sine–cosine cross‑chaotic map	9
A new YOLO-based method for real-time crowd detection from video and performance analysis of YOLO models	9
Realtime fire detection using CNN and search space navigation	8
An efficient low-complexity block partition scheme for VVC intra coding	8
A hybrid hardware oriented motion estimation algorithm for HEVC/H.265	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
The analysis of intelligent real-time image recognition technology based on mobile edge computing and deep learning	8
Object detection method based on lightweight YOLOv4 and attention mechanism in security scenes	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
A real-time high-speed autonomous driving based on a low-cost RTK-GPS	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
Motion-blurred star image restoration based on multi-frame superposition under high dynamic and long exposure conditions	7
A fast and fully distributed method for region-based image segmentation	7
Lightweight network with one-shot aggregation for image super-resolution	7
GIFT cipher usage in image data security: hardware implementations, performance and statistical analyses	7
Real-time chinese traffic warning signs recognition based on cascade and CNN	7
Fast automatic camera network calibration through human mesh recovery	7
Language meets YOLOv8 for metric monocular SLAM	7
Real-time crowd behavior recognition in surveillance videos based on deep learning methods	7
Accurate real-time visual SLAM combining building models and GPS for mobile robot	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
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
Efficient local cascading residual network for real-time single image super-resolution	6
Channel-independent spatially regularized discriminative correlation filter for visual object tracking	6
Few-shot learning for facial expression recognition: a comprehensive survey	6
Accelerated superpixel image segmentation with a parallelized DBSCAN algorithm	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
An efficient robust method for accurate and real-time vehicle plate recognition	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
RFSOD: a lightweight single-stage detector for real-time embedded applications to detect small-size objects	6
Hardware acceleration for object detection using YOLOv4 algorithm on Xilinx Zynq platform	5
A real-time siamese tracker deployed on UAVs	5
Lane line detection based on the codec structure of the attention mechanism	5
Multi-view data capture for dynamic object reconstruction using handheld augmented reality mobiles	5
Fine-grain complexity control of HEVC intra prediction in battery-powered video codecs	5
Image real-time augmented reality technology based on spatial color and depth consistency	5
Real-time wavelet transform for infinite image strips	5
Joint multi-task cascade for instance segmentation	5
Advances in deep learning for real-time image and video reconstruction and processing	5
FPGA implementation of HOOFR bucketing extractor-based real-time embedded SLAM applications	5
An evaluation of EfficientDet for object detection used for indoor robots assistance navigation	5
Optimized highway deep learning network for fast single image super-resolution reconstruction	5
RT-Droid: a novel approach for real-time android application analysis with transfer learning-based CNN models	5
A deep learning framework for face verification without alignment	5
Parallel fractal image compression using quadtree partition with task and dynamic parallelism	5
Real-time intelligent image processing for security applications	5
A high-speed feature matching method of high-resolution aerial images	5
An end-to-end deep learning approach for real-time single image dehazing	5
Image perceptual hashing for content authentication based on Watson’s visual model and LLE	5
TC-YOLOv5: rapid detection of floating debris on raspberry Pi 4B	5
A secure, efficient and super-fast chaos-based image encryption algorithm for real-time applications	5
A compact CNN approach for drone localisation in autonomous drone racing	5
RGB+D and deep learning-based real-time detection of suspicious event in Bank-ATMs	5

AFTD-Net: real-time anchor-free detection network of threat objects for X-ray baggage screening	5
Yolov3-Pruning(transfer): real-time object detection algorithm based on transfer learning	5
Accurate and robust tracking of rigid objects in real time	5
Machine vision for low-cost remote control of mosquitoes by power laser	5
Accelerating iterative CT reconstruction algorithms using Tensor Cores	5
A lightweight multi-scale feature integration network for real-time single image super-resolution	5
Hardware acceleration of YOLOv7-tiny using high-level synthesis tools	5
E2BNet: MAC-free yet accurate 2-level binarized neural network accelerator for embedded systems	5
Fast simultaneous image super-resolution and motion deblurring with decoupled cooperative learning	5
Real-time stereo semi-global matching for video processing using previous incremental information	5
Real-time adversarial GAN-based abnormal crowd behavior detection	5
FPGA-accelerated anisotropic diffusion filter based on SW/HW-codesign for medical images	5
Real-time optical flow processing on embedded GPU: an hardware-aware algorithm to implementation strategy	4
A real-time critical part detection for the blurred image of infrared reconnaissance balloon with boundary curvature feature analysis	4
Complexity reduction of test zonal search for fast motion estimation in uni-prediction of High Efficiency Video Coding	4
SmartSORT: an MLP-based method for tracking multiple objects in real-time	4
A compact and recursive Riemannian motion descriptor for untrimmed activity recognition	4
Fast contour detection with supervised attention learning	4
Real-time statistical image and video processing for remote sensing and surveillance applications	4
MARS: parallelism-based metrically accurate 3D reconstruction system in real-time	4
High-speed gaze detection using a single FPGA for driver assistance systems	4
ShortYOLO-CSP: a decisive incremental improvement for real-time vehicle detection	4
L-YOLOv4: lightweight YOLOv4 based on modified RFB-s and depthwise separable convolution for multi-target detection in complex scenes	4
An efficient bicubic interpolation implementation for real-time image processing using hybrid computing	4
A real-time SC2S-based open-set recognition in remote sensing imagery	4
Enabling real-time object detection on low cost FPGAs	4
A light tracker for online multiple pedestrian tracking	4
Improved U-Net model for remote sensing image classification method based on distributed storage	4
A new hardware architecture of lightweight and efficient real-time video chaos-based encryption algorithm	4
Low-complexity rounded KLT approximation for image compression	4
Lightweight target detection algorithm based on YOLOv4	4
HIDE: hyperchaotic image encryption using DNA computing	4
A De-raining semantic segmentation network for real-time foreground segmentation	4
Real-time intelligent image processing for the internet of things	4
FAM: focal attention module for lesion segmentation of COVID-19 CT images	4
Instant water body variation detection via analysis on remote sensing imagery	4
A cylindrical shape descriptor for registration of unstructured point clouds from real-time 3D sensors	4
Unsupervised real-time evaluation of optical coherence tomography (OCT) images of solid oral dosage forms	4
Evolutionary algorithm for optimized CNN architecture search applied to real-time boat detection in aerial images	3
A high-performance two-dimensional transform architecture of variable block sizes for the VVC standard	3
Complexity-scalable HEVC-to-AV1 video transcoding based on partition inheritance	3
Real-time segmentation of remote sensing images with a combination of clustering and Bayesian approaches	3
Background subtraction in videos using LRMF and CWM algorithm	3
An improved lightweight and real-time YOLOv5 network for detection of surface defects on indocalamus leaves	3
Deep learning-based lightweight radar target detection method	3
Computing large 2D convolutions on GPU efficiently with the im2tensor algorithm	3
High-speed real-time augmented reality tracking algorithm model of camera based on mixed feature points	3
Design and implementation of a real-time LDWS with parameter space filtering for embedded platforms	3
Performance comparison of throughput between AVC, HEVC and VVC hardware CABAC decoder	3
CityUPlaces: a new dataset for efficient vision-based recognition	3
DeepPilot4Pose: a fast pose localisation for MAV indoor flight using the OAK-D camera	3
UAV-based autonomous detection and tracking of beyond visual range (BVR) non-stationary targets using deep learning	3
Focusing highly squinted missile-borne SAR data using azimuth frequency nonlinear chirp scaling algorithm	3
Efficient 2D DCT architecture based on approximate compressors for image compression with HEVC intra-prediction	3
A locally-processed light-weight deep neural network for detecting colorectal polyps in wireless capsule endoscopes	3
Fast segmentation algorithm of PCB image using 2D OTSU improved by adaptive genetic algorithm and integral image	3
An efficient model for real-time wildfire detection in complex scenarios based on multi-head attention mechanism	3
Automated CNN back-propagation pipeline generation for FPGA online training	3
Enhanced TLD-based video object-tracking implementation tested on embedded platforms	3
Virtual models in 3D digital reconstruction: detection and analysis of symmetry	3
CGMBE: a model-based tool for the design and implementation of real-time image processing applications on CPU–GPU platforms	3
Driver fatigue detection based on comprehensive facial features and gated recurrent unit	3
Prediction mode grouping and coding bits grouping based on texture complexity for Fast HEVC intra-coding	3
Efficient unsupervised monocular depth estimation using attention guided generative adversarial network	3
A real-time and efficient surface defect detection method based on YOLOv4	3
Fast incremental structure from motion based on parallel bundle adjustment	3
Fast and energy-efficient approximate motion estimation architecture for real-time 4 K UHD processing	3
A Swin transformer-functionalized lightweight YOLOv5s for real-time coal–gangue detection	3
A hybrid graphics/video rate control method based on graphical assets for cloud gaming	3
Majorization–Minimization approach for real-time enhancement of sparsity-driven SAR imaging	3
On the realization and analysis of circular harmonic transforms for feature detection	2
Real-time efficient semantic segmentation network based on improved ASPP and parallel fusion module in complex scenes	2
Fast computation of 3D Tchebichef moments for higher orders	2
Real-time digital twins end-to-end multi-branch object detection with feature level selection for healthcare	2
Complexity and compression efficiency analysis of libaom AV1 video codec	2
Learning correlation filter with fused feature and reliable response for real-time tracking	2
A zoom tracking algorithm based on defocus difference	2
Coding mode decision algorithm for fast HEVC transrating using heuristics and machine learning	2
Performance analysis of optimized versatile video coding software decoders on embedded platforms	2
Real-time detection and location of reserved anchor hole in coal mine roadway support steel belt	2
Real-time registration of remote sensing images with a Markov chain model	2
An RGB-D SLAM algorithm based on adaptive semantic segmentation in dynamic environment	2
De-ghosted HDR video acquisition for embedded systems	2
Efficient multi-granularity network for fine-grained image classification	2
Real-time image encryption algorithm based on combined chaotic map and optimized lifting wavelet transform	2
Real-time adaptive skin detection using skin color model updating unit in videos	2
Correction to: Predicting behavioral competencies automatically from facial expressions in real-time video-recorded interviews	2
Improving image encoding quality with a low-complexity DCT approximation using 14 additions	2
Multichannel heuristic learning based single layer neural network filter for mixed noise suppression from color Doppler ultrasound images	2
ATT-YOLOv5-Ghost: water surface object detection in complex scenes	2
A real-time high precision eye center localizer	2
Multi-branch sharing network for real-time 3D brain tumor segmentation	2
Reinforced attention method for real-time traffic line detection	2
M-YOLO: an object detector based on global context information for infrared images	2
Low-power hardware-efficient memory-based DCT processor	2