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Book
Computational Mathematics Modeling in Cancer Analysis
Authors: --- --- --- --- --- et al.
ISBN: 9783031450877 3031450876 3031450868 Year: 2023 Publisher: Cham Springer Nature Switzerland :Imprint: Springer

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Abstract

This volume LNCS 14243 constitutes the refereed proceedings of the Second International Workshop, CMMCA 2023, Held in Conjunction with MICCAI 2023, on October 8, 2023, in Vancouver, BC, Canada. The 17 full papers presented were carefully reviewed and selected from 25 submissions. The conference focuses on the discovery of cutting-edge techniques addressing trends and challenges in theoretical, computational, and applied aspects of mathematical cancer data analysis.


Book
Pattern Recognition. Competitions
Authors: --- --- --- --- --- et al.
ISBN: 9783031801396 3031801393 Year: 2025 Publisher: Cham Springer Nature Switzerland :Imprint: Springer

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The multi-volume set of LNCS books with volume numbers 15301-15334 constitutes the refereed proceedings of the 27th International Conference on Pattern Recognition, ICPR 2024, held in Kolkata, India, during December 1–5, 2024. The 963 papers presented in these proceedings were carefully reviewed and selected from a total of 2106 submissions. They deal with topics such as Pattern Recognition; Artificial Intelligence; Machine Learning; Computer Vision; Robot Vision; Machine Vision; Image Processing; Speech Processing; Signal Processing; Video Processing; Biometrics; Human-Computer Interaction (HCI); Document Analysis; Document Recognition; Biomedical Imaging; Bioinformatics.


Book
Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 Workshops : ISIC 2024, iMIMIC 2024, EARTH 2024, DeCaF 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6–10, 2024, Proceedings
Authors: --- --- ---
ISBN: 9783031776106 3031776100 Year: 2025 Publisher: Cham : Springer Nature Switzerland : Imprint: Springer,

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This book constitutes the proceedings from the workshops held at the 27th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, which took place in Marrakesh, Morocco in October 2024. The 23 papers presented in this volume were carefully reviewed and selected from the total submissions from the following workshops: - Ninth International Skin Imaging Collaboration Workshop (ISIC 2024) Seventh International Workshop on Interpretability of Machine Intelligence in Medical Image Computing (iMIMIC 2024) Embodied AI and Robotics for HealTHcare Workshop (EARTH 2024) Fifth MICCAI Workshop on Distributed, Collaborative and Federated Learning (DeCaF 2024).


Book
Medical Image Learning with Limited and Noisy Data
Authors: --- --- --- --- --- et al.
ISBN: 9783031167607 3031167600 Year: 2022 Publisher: Cham Springer Nature Switzerland :Imprint: Springer

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This book constitutes the proceedings of the First Workshop on Medical Image Learning with Limited and Noisy Data, MILLanD 2022, held in conjunction with MICCAI 2022. The conference was held in Singapore. For this workshop, 22 papers from 54 submissions were accepted for publication. They selected papers focus on the challenges and limitations of current deep learning methods applied to limited and noisy medical data and present new methods for training models using such imperfect data.


Book
Synthetic Vision : Using Volume Learning and Visual DNA
Author:
ISBN: 1501505963 1501506293 9781501505966 9781501506291 9781501515170 1501515179 Year: 2018 Publisher: Boston ; Berlin : De|G Press,

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In Synthetic Vision: Using Volume Learning and Visual DNA, a holistic model of the human visual system is developed into a working model in C++, informed by the latest neuroscience, DNN, and computer vision research. The author's synthetic visual pathway model includes the eye, LGN, visual cortex, and the high level PFC learning centers. The corresponding visual genome model (VGM), begun in 2014, is introduced herein as the basis for a visual genome project analogous to the Human Genome Project funded by the US government. The VGM introduces volume learning principles and Visual DNA (VDNA) taking a multivariate approach beyond deep neural networks. Volume learning is modeled as programmable learning and reasoning agents, providing rich methods for structured agent classification networks. Volume learning incorporates a massive volume of multivariate features in various data space projections, collected into strands of Visual DNA, analogous to human DNA genes. VGM lays a foundation for a visual genome project to sequence VDNA as visual genomes in a public database, using collaborative research to move synthetic vision science forward and enable new applications. Bibliographical references are provided to key neuroscience, computer vision, and deep learning research, which form the basis for the biologically plausible VGM model and the synthetic visual pathway. The book also includes graphical illustrations and C++ API reference materials to enable VGM application programming. Open source code licenses are available for engineers and scientists. Scott Krig founded Krig Research to provide some of the world's first vision and imaging systems worldwide for military, industry, government, and academic use. Krig has worked for major corporations and startups in the areas of machine learning, computer vision, imaging, graphics, robotics and automation, computer security and cryptography. He has authored international patents in the areas of computer architecture, communications, computer security, digital imaging, and computer vision, and studied at Stanford. Scott Krig is the author of the English/Chinese Springer book Computer Vision Metrics, Survey, Taxonomy and Analysis of Computer Vision, Visual Neuroscience, and Deep Learning, Textbook Edition, as well as other books, articles, and papers.


Book
Cancer Prevention Through Early Detection
Authors: --- --- --- --- --- et al.
ISBN: 9783031453502 3031453506 3031453492 Year: 2023 Publisher: Cham Springer Nature Switzerland :Imprint: Springer

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This book constitutes the refereed proceedings of the second International Workshop on Cancer Prevention through Early Detection, CaPTion, held in conjunction with the 26th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2023, in Vancouver, Canada, in October 2023. The 11 papers presented at CaPTion 2023 were carefully reviewed and selected from 12 submissions. The workshop invites researchers to submit their work in the field of medical image analysis around the central theme of cancer and early cancer detection, progression, inflammation understanding, multimodality data, and computer-aided navigation.


Multi
Computer Vision and Image Processing : 7th International Conference, CVIP 2022, Nagpur, India, November 4–6, 2022, Revised Selected Papers, Part I
Authors: --- --- --- ---
ISBN: 9783031314070 9783031314063 9783031314087 Year: 2023 Publisher: Cham : Springer Nature Switzerland : Imprint: Springer,

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This two volume set (CCIS 1776-1777) constitutes the refereed proceedings of the 7th International Conference on Computer Vision and Image Processing, CVIP 2022, held in Nagpur, India, November 4–6, 2022. The 110 full papers and 11 short papers were carefully reviewed and selected from 307 submissions. Out of 121 papers, 109 papers are included in this book. The topical scope of the two-volume set focuses on Medical Image Analysis, Image/ Video Processing for Autonomous Vehicles, Activity Detection/ Recognition, Human Computer Interaction, Segmentation and Shape Representation, Motion and Tracking, Image/ Video Scene Understanding, Image/Video Retrieval, Remote Sensing, Hyperspectral Image Processing, Face, Iris, Emotion, Sign Language and Gesture Recognition, etc.


Multi
Computer Vision and Image Processing : 7th International Conference, CVIP 2022, Nagpur, India, November 4–6, 2022, Revised Selected Papers, Part II
Authors: --- --- --- ---
ISBN: 9783031314179 9783031314162 9783031314186 Year: 2023 Publisher: Cham : Springer Nature Switzerland : Imprint: Springer,

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Abstract

This two volume set (CCIS 1776-1777) constitutes the refereed proceedings of the 7th International Conference on Computer Vision and Image Processing, CVIP 2022, held in Nagpur, India, November 4–6, 2022. The 110 full papers and 11 short papers were carefully reviewed and selected from 307 submissions. Out of 121 papers, 109 papers are included in this book. The topical scope of the two-volume set focuses on Medical Image Analysis, Image/ Video Processing for Autonomous Vehicles, Activity Detection/ Recognition, Human Computer Interaction, Segmentation and Shape Representation, Motion and Tracking, Image/ Video Scene Understanding, Image/Video Retrieval, Remote Sensing, Hyperspectral Image Processing, Face, Iris, Emotion, Sign Language and Gesture Recognition, etc.


Book
Chinese Lexical Semantics
Authors: --- --- --- ---
ISBN: 9789819705863 981970586X Year: 2024 Publisher: Singapore Springer Nature Singapore :Imprint: Springer

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This book constitutes the refereed proceedings of the 24th Workshop on Chinese Lexical Semantics, CLSW 2023, held in Singapore, during May 19–21, 2023. The 61 full papers and 15 short papers included in this book were carefully reviewed and selected from 215 submissions. They are organized in the following topical sections: lexical semantics and related fields, including Theoretical Linguistics, Applied Linguistics, Computational Linguistics, Computational Lexicography, Phycological Linguistics, and Sociological linguistics.


Book
Handbook of Digital 3D Reconstruction of Historical Architecture
Authors: --- --- --- --- --- et al.
ISBN: 9783031433634 3031433637 3031433629 Year: 2024 Publisher: Cham Springer Nature Switzerland :Imprint: Springer

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This open access book is a handbook for students, experts and interested parties who want to learn more about digital 3D reconstruction of historical architecture. The book provides answers to the core questions of the subject: What is a digital 3D model or a digital 3D reconstruction? How are they created and what are they used for? Practical instructions, condensed knowledge, explanations of technical terms and references to example projects, literature and further references provide information of varying density and thus enable an individual introduction to the subject. The book combines extensive knowledge on the topic of "digital 3D reconstruction of historical architecture" and provides practical instructions for independent implementation. Up to now, there has been no cross-disciplinary vocabulary for technical terms in this field, so this publication makes a start. The book is aimed at students, experts in the field and the interested public and offers various possibilities for the different target groups to delve deeply into the subject. The book was created within the research network "Digital 3D Reconstruction as Tools for Research in Architectural History," which was funded by the German Research Foundation (DFG) from 2018 to 2023. The authors combined their expertise in the fields of art and architectural history, architecture, university teaching and media informatics.

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