Deep Distillation Recursive Network for Remote Sensing Imagery Super-Resolution by Kui Jiang, Zhongyuan Wang, Peng Yi, Junjun Jiang, Jing Xiao, Yuan Yao

“…Deep convolutional neural networks (CNNs) have been widely used and achieved state-of-the-art performance in many image or video processing and analysis tasks. In particular, for image super-resolution (SR) processing, previous CNN-based methods have led to significant improvements, when compared with shallow learning-based methods. …”
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Luminance Compensation MEMC for Video Frame Interpolation by Zixuan Xu, Wenjing Ying, Hao He, Qingmeng Zhu, Jian Liang, Haihui Wang

“…Video frame interpolation is an important technology in digital video processing, which has great impact on users’ viewing experience. …”
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FPQNet: Fully Pipelined and Quantized CNN for Ultra-Low Latency Image Classification on FPGAs Using OpenCAPI by Mengfei Ji, Zaid Al-Ars, Peter Hofstee, Yuchun Chang, Baolin Zhang

“…Results show that with a 250 MHz clock frequency, an optimized LeNet-5 design is able to achieve latencies as low as 9.32 µs with an accuracy of 98.8% on the MNIST dataset, making it feasible for utilization in high frame rate video processing applications. With 10 hardware kernels working concurrently, the throughput is as high as 1108 GOPs. …”
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Unconventional Integrated Photonic Accelerators for High-Throughput Convolutional Neural Networks by Aris Tsirigotis, George Sarantoglou, Menelaos Skontranis, Stavros Deligiannidis, Kostas Sozos, Giannis Tsilikas, Dimitris Dermanis, Adonis Bogris, Charis Mesaritakis

“…The exploding research momentum stems from the well-known advantages of photonic circuits compared to digital electronics, and at the same time, it is driven by the massive need for cognitive image/video processing. In this context, we provide a detailed literature review on photonic cores operating as convolutional neural networks, covering either the functionality of a conventional neural network or its spiking counterpart. …”
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Real-time detection of fruit ripeness using the YOLOv4 algorithm by Widyawati Widyawati, Reni Febriani

“…Based on the research results, the best average accuracy rate is 87.6%, and the video processing speed is 5 FPS (frames per second) using a single-GPU architecture.…”
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Wavelet Video Compression by Fakeh, Rohmad

“…The thesis proposes the current approaches in wavelet technology which has provided efficient framework of multi-resolution space-frequency representation with promising applications in video processing. This discrete wavelet transform (DWT) is becoming increasingly important in visual applications because of its flexibility in representing nonstationary signals such as images and video sequences. …”
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Development Of A Robust Blind Digital Video Watermarking Algorithm Using Discrete Wavelet Transform by Al-Deen, Ahmed A. Baha'a

“…In addition, the scheme is robust against video processing operations, such as MPEG compression which could be successfully recovered. …”
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metaSafer: A Technique to Detect Heap Metadata Corruption in WebAssembly by Suhyeon Song, Seonghwan Park, Donghyun Kwon

“…Despite their lightweight nature, these services can deliver powerful features like image/video processing, AI and graphical application that surpass the capabilities of JavaScript. …”
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اختبار طريقة تخمين الحركة كائنية التوجه المتناظرة في شبكات الحساسات اللاسلكية الداعمة للوسائط المتعددة من أجل أنماط مختلفة للحركة... by مثنى القبيلي, إياد حاتم, ياسين شعلال, ثناء جبيلي

“…Major efforts have been done to develop systems and networks to support video applications.  However, video processing is a resource-demanding task mainly in motion estimation stage. …”
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An Internet of Things Solution for Smart Agriculture by Gianfranco Gagliardi, Marco Lupia, Gianni Cario, Francesco Cicchello Gaccio, Vincenzo D’Angelo, Antonio Igor Maria Cosma, Alessandro Casavola

“…The smart architecture combines various sub-systems (web application, local controllers, unmanned aerial vehicles, multi-spectral cameras, weather sensors etc.) and electronic devices, each of them in charge of performing specific operations: remote data analysis, video processing for vegetation analysis, wireless data exchanges and weather and monitoring data evaluation. …”
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Network-Level Safety Metrics for Overall Traffic Safety Assessment: A Case Study by Xiwen Chen, Hao Wang, Abolfazl Razi, Brendan Russo, Jason Pacheco, John Roberts, Jeffrey Wishart, Larry Head, Alonso Granados Baca

“…Particularly, deep learning (DL) methods empowered volume video processing to extract safety-related features from massive videos captured by roadside units (RSU). …”
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Towards Building a Visual Behaviour Analysis Pipeline for Suicide Detection and Prevention by Xun Li, Sandersan Onie, Morgan Liang, Mark Larsen, Arcot Sowmya

“…However, there is still a significant gap between research in human action recognition and visual video processing in general, and their application to monitor hotspots for suicide prevention. …”
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Method of processing video data with the possibility of their protection after quantization by Дмитро Сергійович Гаврилов, Сергій Степанович Бучік, Юрій Михайлович Бабенко, Сергій Сергійович Шульгін, Олександр Васильович Слободянюк

“…The subject of research in the article is the video processing processes based on the JPEG platform for data transmission in the information and telecommunication network. …”
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Evaluation of expelled droplets through traditional Islamic face coverings by Norah Alkhateeb, Reem Almubarak, Shatha Aldurayb, Mashael Alanazi, Fai Alsuliman, Reem Aljabr, Michael R. Gardner

“…The device records scattered light from droplets (>5 μm diameter) as they pass through a laser light sheet (520 nm), and then video processing yields droplet counts. MAIN OUTCOME MEASURES: Percent reduction in the number of expelled droplets passing through face coverings during speech compared to no face covering MAIN OUTCOME MEASURES: 9-15 recorded samples per face covering (n=3) plus no face covering control (n=1) in three females. …”
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Trajectory tracking of changes digital divide prediction factors in the elderly through machine learning. by Jung Ryeol Park, Yituo Feng

“…<h4>Conclusion</h4>The academic significance of this study is that the CNN, which is often employed in image and video processing, was extended and applied to a social science field using structured data to improve the accuracy of the prediction model. …”
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Unlocking the Potential of Deep Learning for Migratory Waterbirds Monitoring Using Surveillance Video by Entao Wu, Hongchang Wang, Huaxiang Lu, Wenqi Zhu, Yifei Jia, Li Wen, Chi-Yeung Choi, Huimin Guo, Bin Li, Lili Sun, Guangchun Lei, Jialin Lei, Haifang Jian

“…Manual analysis methods are time-consuming and error-prone, representing a significant bottleneck to rapid data processing and dissemination and application of results. Recently, video processing with deep learning has emerged as a solution, but its ability to accurately identify and count waterbirds across habitat types (e.g., mudflat, saltmarsh, and open water) is untested in coastal environments. …”
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Classifier based incremental reconstruction of human object trajectory in live video streams by Afzal, Muhammad Majid

“…This approach has been the main focus of research in video processing for a long time and had some success, but it leads to the significant requirement for computational power and is not feasible for real-time video analytics tasks because of the time constraints. …”
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Pengembangan Sistem Robust Pupil Tracking Berbasis Metode Ellipse Fitting by SATRIYA, THORIQ

“…Filtering was also utilized in video processing. The accuracy and processing time of the proposed algorithm were measured and compared to conventional ellipse fitting method. …”

Moving objects detection from UAV captured videos using trajectories of matched regional adjacency graphs by Harandi, Bahareh Kalantar Ghorashi

“…These objects are sometimes occluded by vegetation or even other objects, which presents a challenging environment for higher level video processing and analysis. This thesis deals with the topic of moving object detection (MOD) whose intention is to identify and detect single or multiple moving objects from video. …”
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Participatory video as a tool for co-management in coastal communities: a case study from Madagascar by Amber Lucy Carter, Symphorien Nihala Maniry Soa, Jessica Arnull, Paul Antion, Alexander W. Tudhope, A. Meriwether W. Wilson

“…Youth participants in the Voices of the Vezo project reported gaining knowledge and motivation to address marine management issues, indicating the potential for participatory video processes to cultivate local leadership. Finally, for participatory video practitioners, we found important practical considerations to help minimize biases when supporting communities with a participatory video process.…”
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