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Machine Learning in Computer Vision

Posted By: AvaxGenius

Date: 22 Mar 2024 08:56:42

It started with image processing in the sixties. Back then, it took ages to digitize a Landsat image and then process it with a mainframe computer. Pro- cessing was inspired on the achievements of signal processing and was still very much oriented towards programming.

Computer Imaging Vision Pattern Recognition Human Computer Interaction Multimedia Information Systems Probability Science Development Machine Learning Computer Vision

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3D Printing with MatterControl (Repost)

Posted By: AvaxGenius

Date: 11 Mar 2024 12:46:44

In 3D Printing With MatterControl, Joan Horvath and Rich Cameron, the team behind Mastering 3D Printing, explain step-by-step how to use the MatterControl program, which allows you to control many common types of 3D printers (including both cartesian and delta style machines). 3D Printing With MatterControl can stand alone, or it can be a companion to Mastering 3D Printing to show you how to install, configure, and use best practices with your printer and printing software. The book includes both step by step software walkthroughs and case studies with typical 3D printed objects.

Development Hardware Maker Computer Imaging Vision Pattern Recognition

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Biomedical Image Analysis: Special Applications in MRIs and CT scans

Posted By: AvaxGenius

Date: 29 Feb 2024 04:04:44

This book provides an in-depth study of biomedical image analysis. It reviews and summarizes previous research work in biomedical image analysis and also provides a brief introduction to other computation techniques, such as fuzzy sets, neutrosophic sets, clustering algorithm and fast forward quantum optimization algorithm, focusing on how these techniques can be integrated into different phases of the biomedical image analysis. In particular, this book describes novel methods resulting from the fuzzy sets, neutrosophic sets, clustering algorithm and fast forward quantum optimization algorithm. It also demonstrates how a new quantum-clustering based model can be successfully applied in the context of clustering the COVID-19 CT scans. Thanks to its easy-to-read style and the clear explanations of the models, the book can be used as a concise yet comprehensive reference guide to biomedical image analysis, and will be valuable not only for graduate students, but also for researchers and professionals working for academic, business and government institutes and medical colleges.

Development Computer Science Brain Informatics Brain Computer Imaging Vision Pattern Recognition

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Information Security and Cryptology

Posted By: AvaxGenius

Date: 26 Feb 2024 19:59:55

The two-volume set LNCS 14526 and 14527 constitutes the refereed proceedings of the 19th International Conference on Information Security and Cryptology, Inscrypt 2023, held in Hangzhou, China, during December 9–10, 2023. The 38 full papers and 7 short papers presented in these proceedings were carefully reviewed and selected from 152 submissions. The papers have been organized in the following topical sections:

Development Information Security Cryptology Data Security Computer Imaging Vision Pattern Recognition Graphics Computer Communication Networks Computer Applications Mobile Network Security

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High-Orders Motion Analysis: Computer Vision Methods

Posted By: AvaxGenius

Date: 24 Feb 2024 05:18:12

This book shows how different types of motion can be disambiguated into their components in a richer way than that currently possible in computer vision. Previous research of motion analysis has generally not yet considered the basic nature of higher orders of motion such as acceleration. Hence, this book introduces an approximation of the acceleration field using established optical flow techniques. Further, acceleration is decomposed into radial and tangential based on geometry and propagated as a general motion descriptor; this book shows the capability for differentiating different types of motion both on synthesized data and real image sequences.

Development Computer Vision Motion Analysis Artificial Intelligence Pattern Recognition Computer Imaging Vision

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Segmentation of the Aorta. Towards the Automatic Segmentation, Modeling, and Meshing

Posted By: AvaxGenius

Date: 22 Feb 2024 06:31:19

Segmentation of the Aorta. Towards the Automatic Segmentation, Modeling, and Meshing of the Aortic Vessel Tree from Multicenter Acquisition: First Challenge, SEG.A. 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings by Antonio Pepe, Gian Marco Melito, Jan Egger
English | PDF (True) | 2024 | 154 Pages | ISBN : 3031532406 | 31.1 MB

This book constitutes the First Segmentation of the Aorta Challenge, SEG.A. 2023, which was held in conjunction with the 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023, on October 8, 2023.

Development multicenter Computer Imaging Vision Pattern Recognition Graphics Speech Processing Computer Applications Computing Milieux Computers Education

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Cognitive Systems and Information Processing

Posted By: AvaxGenius

Date: 17 Feb 2024 05:08:53

The two-volume set CCIS 1918 and 1919 constitutes the refereed post-conference proceedings of the 8th International Conference on Cognitive Systems and Information Processing, ICCSIP 2023, held in Luoyang, China, during August 10–12, 2023. The 52 full papers presented in these proceedings were carefully reviewed and selected from 136 submissions. The papers are organized in the following topical sections:
Volume I : Award; Algorithm & Control; and Application.
Volume II: Robotics & Bioinformatics; and Vision.

Development Information Processing Cognitive Systems Artificial Intelligence Computer Imaging Vision Pattern Recognition Communication Networks Graphics Computer Systems Organization

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PRICAI 2023: Trends in Artificial Intelligence

Posted By: AvaxGenius

Date: 17 Feb 2024 03:16:12

PRICAI 2023: Trends in Artificial Intelligence: 20th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2023, Jakarta, Indonesia, November 15–19, 2023, Proceedings, Part II by Fenrong Liu, Arun Anand Sadanandan, Duc Nghia Pham, Petrus Mursanto, Dickson Lukose
English | PDF (True) | 2024 | 515 Pages | ISBN : 9819970210 | 30.8 MB

This three-volume set, LNCS 14325-14327 constitutes the thoroughly refereed proceedings of the 20th Pacific Rim Conference on Artificial Intelligence, PRICAI 2023, held in Jakarta, Indonesia, in November 2023. The 95 full papers and 36 short papers presented in these volumes were carefully reviewed and selected from 422 submissions. PRICAI covers a wide range of topics in the areas of social and economic importance for countries in the Pacific Rim: artificial intelligence, machine learning, natural language processing, knowledge representation and reasoning, planning and scheduling, computer vision, distributed artificial intelligence, search methodologies, etc.

Development Artificial Intelligence PRICAI Computing Milieux Computer Systems Organization Communication Networks Computer Applications Computer Imaging Vision Pattern Recognition

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Machine Learning in Medical Imaging

Posted By: AvaxGenius

Date: 17 Feb 2024 02:29:48

Machine Learning in Medical Imaging: 14th International Workshop, MLMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings, Part I by Xiaohuan Cao, Xuanang Xu, Islem Rekik, Zhiming Cui, Xi Ouyang
English | PDF (True) | 2024 | 499 Pages | ISBN : 3031456726 | 85 MB

The two-volume set LNCS 14348 and 14139 constitutes the proceedings of the 14th International Workshop on Machine Learning in Medical Imaging, MLMI 2023, held in conjunction with MICCAI 2023, in Vancouver, Canada, in October 2023.

Development bioinformatics Image Processing Graphics Machine Learning Computer Communication Networks Computer Applications Bioinformatics Vision Computer Imaging Pattern Recognition Medical Imaging

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Sensing Technologies for Field and In-House Crop Production: Technology Review and Case Studies

Posted By: AvaxGenius

Date: 15 Feb 2024 10:46:41

This book focuses on state-of-the-art sensing and automation technologies for field crops and in-house product production and provides a lot of innovative knowledge on image processing, AI algorithms and applications in agriculture, and robotics. This book provides undergraduate or graduate students with take-away knowledge for unmanned agricultural production, including but not limited to corn disease detection, wheat head detection and counting, and soil nutrient condition monitoring. The first three chapters focus on reviewing plant phenotyping sensing technology and robotics and soil nutrient monitoring, followed by in-house crop sensing robotics. Then two case studies on corn and the other two case studies on wheat are presented.

Science House Crop Production AI agriculture AI Unmanned agriculture Robotics Automation Mechatronics Agriculture Computer Imaging Vision Pattern Recognition Speech Processing

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Data Driven Approaches on Medical Imaging

Posted By: AvaxGenius

Date: 3 Feb 2024 04:02:22

This book deals with the recent advancements in computer vision techniques such as active learning, few-shot learning, zero shot learning, explainable and interpretable ML, online learning, AutoML etc. and their applications in medical domain. Moreover, the key challenges which affect the design, development, and performance of medical imaging systems are addressed. In addition, the state-of-the-art medical imaging methodologies for efficient, interpretable, explainable, and practical implementation of computer imaging techniques are discussed. At present, there are no textbook resources that address the medical imaging technologies. There are ongoing and novel research outcomes which would be useful for the development of novel medical imaging technologies/processes/equipment which can improve the current state of the art.

Computer vision Development Medical Imaging Informatics Medicine Computer Imaging Vision Pattern Recognition Computer Vision Bioengineering

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Recent Advances in Computer Vision: Theories and Applications (Repost)

Posted By: AvaxGenius

Date: 29 Jan 2024 23:39:34

Recent Advances in Computer Vision: Theories and Applications (Repost)

This book presents a collection of high-quality research by leading experts in computer vision and its applications. Each of the 16 chapters can be read independently and discusses the principles of a specific topic, reviews up-to-date techniques, presents outcomes, and highlights the challenges and future directions. As such the book explores the latest trends in fashion creative processes, facial features detection, visual odometry, transfer learning, face recognition, feature description, plankton and scene classification, video face alignment, video searching, and object segmentation.

Development Computer Vision Science Face Recognition Image Classification Scene Understanding Feature Learning Pedestrian Detection Visual Saliency Visual odometry Video Retrieval Object Segmentation Biometrics Toolboxes Neural Network Intelligence Communication Computational Intelligence Computer Imaging Pattern Recognition Artificial Intelligence Graphics

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Digital Railway Infrastructure

Posted By: AvaxGenius

Date: 25 Jan 2024 14:05:36

This book describes the most recent strategies for the digitalization of railway sector that bring new challenges for the construction, operation, and maintenance of railway infrastructures. These strategies involve the development and application of new technologies and methodologies to enhance the sustainability and resilience of railway infrastructures particularly under extreme climate and operational events. In particular, the digital transformation involves the use of digital twins, augmented and virtual reality, forecast capabilities, risk and life-cycle analysis, cybersecurity, unmanned technologies for monitoring and inspection, computer vision, AI, risk and disaster management, among others. Presently, the literature is lacking a contribution that provides general and foundational knowledge across these and other topics. Therefore, this book provides valuable information for researchers, students, and professionals in railway engineering that want to develop their knowledge and skills in this field.

Science Railway Railway Infrastructure Digital Railway Infrastructure Computer Science Computer Applications Building Construction Construction Design Cultural Heritage Computer Computer Imaging Vision Pattern Recognition Graphics Geography general Engineering UAVs Virtual Reality remote inspection digital technologies BIM

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Three-Dimensional Machine Vision

Posted By: AvaxGenius

Date: 22 Jan 2024 05:30:50

Three-Dimensional Machine Vision by Takeo Kanade
English | PDF | 1987 | 609 Pages | ISBN : 0898381886 | 41.9 MB

A robot must perceive the three-dimensional world if it is to be effective there. Yet recovering 3-D information from projected images is difficult, and still remains the subject of basic research. Alternatively, one can use sensors that can provide three-dimensional range information directly. The technique of projecting light-stripes started to be used in industrial object recognition systems as early as the 1970s, and time-of-flight laser-scanning range finders became available for outdoor mobile robot navigation in the mid-eighties. Once range data are obtained, a vision system must still describe the scene in terms of 3-D primitives such as edges, surfaces, and volumes, and recognize objeCts of interest.

Science algorithms Navigation Computer Imaging Vision Pattern Recognition Graphics Control Robotics Mechatronics Artificial Intelligence Development

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Digitally Archiving Cultural Objects (Repost)

Posted By: AvaxGenius

Date: 15 Jan 2024 09:56:19

Digitally Archiving Cultural Objects (Repost)

Digitally Archiving Cultural Objects by Katsushi Ikeuchi , Daisuke Miyazaki
English | PDF | 2008 | 515 Pages |I SBN : 0387758062 | 34.6 MB

A large number of cultural heritage objects around the world are deteriorating or being destroyed due to the work of natural disasters, such as earthquakes and floods, and human-inflicted destruction, such as war and vandalism. In the wake of these threats, 3D data becomes a critical component to permanently recording the shapes of these important objects so that they might be passed down to future generations.

3D modeling Mixed Reality Computer Imaging Vision Pattern Recognition Graphics Image Processing Computer Vision Artificial Intelligence Simulation Modeling

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