Due to rapid advancements in integrated circuit technology, the rich theoretical results that have been developed by the image and video processing research community are now being increasingly applied in practical systems to solve real-world image and video processing problems. Such systems involve constraints placed not only on their size, cost, and power consumption, but also on the timeliness of the image data processed.Examples of such systems are mobile phones, digital still/video/cell-phone cameras, portable media players, personal digital assistants, high-definition television, video surveillance systems, industrial visual inspection systems, medical imaging devices, vision-guided autonomous robots, spectral imaging systems, and many other real-time embedded systems. In these real-time systems, strict timing requirements demand that results are available within a certain interval of time as imposed by the application.It is often the case that an image processing algorithm is developed and proven theoretically sound, presumably with a specific application in mind, but its practical applications and the detailed steps, methodology, and trade-off analysis required to achieve its real-time performance are not fully explored, leaving these critical and usually non-trivial issues for those wishing to employ the algorithm in a real-time system.The Journal of Real-Time Image Processing is intended to bridge the gap between the theory and practice of image processing, serving the greater community of researchers, practicing engineers, and industrial professionals who deal with designing, implementing or utilizing image processing systems which must satisfy real-time design constraints.
由于集成电路技术的快速进步,图像和视频处理研究团体已经开发的丰富理论结果现在正越来越多地应用于实际系统中以解决现实世界的图像和视频处理问题。这样的系统的示例是移动的电话、数字静止/视频/蜂窝电话相机、便携式媒体播放器、个人数字助理、高清电视、视频监视系统、工业视觉检查系统、医学成像设备、视觉引导自主机器人光谱成像系统和许多其它实时嵌入式系统。通常的情况是,图像处理算法被开发并证明在理论上是合理的,大概是考虑到特定的应用,但是其实际应用以及详细的步骤、方法和实现其实时性能所需的折衷分析,把这些关键的和通常重要的问题留给那些希望在实时系统中使用该算法的人。时间图像处理旨在弥合图像处理理论与实践之间差距,为更大的研究人员、实践工程师和工业专业人员群体服务,他们处理设计、实现或利用必须满足实时设计约束的图像处理系统。
Coverless real-time image information hiding based on image block matching and dense convolutional network
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00917-3
Fast 3D image reconstruction by cuboids and 3D Charlier’s moments
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-018-0846-0
Semi-supervised stacked autoencoder-based deep hierarchical semantic feature for real-time fingerprint liveness detection
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00928-0
Convolution neural network joint with mixture of extreme learning machines for feature extraction and classification of accident images
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00852-3
A real-time image forensics scheme based on multi-domain learning
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00893-8
Enhancing reliability and efficiency for real-time robust adaptive steganography using cyclic redundancy check codes
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00905-7
Multi-level feature fusion model-based real-time person re-identification for forensics
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00908-4
Improved reversible data hiding based on PVO and adaptive pairwise embedding
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00867-w
Deep learning for real-time image steganalysis: a survey
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00915-5
Faster and transferable deep learning steganalysis on GPU
来源期刊:Journal of Real-time Image ProcessingDOI:10.1007/S11554-019-00870-1
Hybrid stopping model-based fast PU and CU decision for 3D-HEVC texture coding
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00876-9
Mass center direction-based decision method for intraprediction in HEVC standard
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00864-z
FPGA-based low-complexity high-throughput real-time hardware accelerator for robust watermarking
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00882-x
Fast color quantization using MacQueen’s k-means algorithm
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00914-6
Real-time estimation for the parameters of Gaussian filtering via deep learning
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00907-5
Real-time adaptive visible and infrared image registration based on morphological gradient and C_SIFT
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00858-x
A real-time dual-image-based reversible data hiding scheme using turtle shells
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00863-0
An FPGA-based real-time occlusion robust stereo vision system using semi-global matching
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00902-w
A high-dynamic range CMOS camera based on dual-gain channels
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00877-8
Non-aligned double JPEG compression detection based on refined Markov features in QDCT domain
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00929-z
An approach to detect video frame deletion under anti-forensics
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00865-y
Self-tuning fast adaptive algorithm for impulsive noise suppression in color images
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00853-2
Real-time implementation of moving object detection in UAV videos using GPUs
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00888-5
Real-time human cross-race aging-related face appearance detection with deep convolution architecture
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00903-9
A memory and area-efficient distributed arithmetic based modular VLSI architecture of 1D/2D reconfigurable 9/7 and 5/3 DWT filters for real-time image decomposition
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00901-x
Real-time UHD video super-resolution and transcoding on heterogeneous hardware
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00913-7
Real-time face attributes recognition via HPGC: horizontal pyramid global convolution
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00932-4
Real-time detecting one specific tampering operation in multiple operator chains
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00860-3
Multimodal image feature detection with ROI-based optimization for image registration
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-018-0847-z
Deep learning methods in real-time image super-resolution: a survey
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00925-3
Siamese network for real-time tracking with action-selection
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00922-6
Fast video encoding based on random forests
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00854-1
Real-time thinning algorithms for 2D and 3D images using GPU processors
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00886-7
Speeding up inference on deep neural networks for object detection by performing partial convolution
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00906-6
Video stabilization performance enhancement for low-texture videos
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00862-1
Parallel implementation of multiple kernel self-organizing maps for spectral unmixing
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00880-z
Real-time iris segmentation and its implementation on FPGA
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00859-w
Real-time high-resolution omnidirectional imaging platform for drone detection and tracking
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00921-7
GPU-accelerated 2D OTSU and 2D entropy-based thresholding
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-018-00848-5
Realization of CUDA-based real-time multi-camera visual SLAM in embedded systems
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00924-4
Additional articles of special issue on Real-time image watermarking and forensics in cloud computing
来源期刊:Journal of Real-Time Image ProcessingDOI:10.1007/s11554-019-00897-4