Developments in Medical Image Processing and Computational Vision (Lecture Notes in Computational Vision and Biomechanics)
暫譯: 醫學影像處理與計算視覺的發展（計算視覺與生物力學講義）

Developments in Medical Image Processing and Computational Vision (Lecture Notes in Computational Vision and Biomechanics)
  • 出版商: Springer
  • 出版日期: 2015-04-20
  • 售價: $4,470
  • 貴賓價: 9.5 折 $4,247
  • 語言: 英文
  • 頁數: 395
  • 裝訂: Hardcover
  • ISBN: 331913406X
  • ISBN-13: 9783319134062

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book presents novel and advanced topics in Medical Image Processing and Computational Vision in order to solidify knowledge in the related fields and define their key stakeholders. It contains extended versions of selected papers presented in VipIMAGE 2013 – IV International ECCOMAS Thematic Conference on Computational Vision and Medical Image, which took place in Funchal, Madeira, Portugal, 14-16 October 2013.

 The twenty-two chapters were written by invited experts of international recognition and address important issues in medical image processing and computational vision, including: 3D vision, 3D visualization, colour quantisation, continuum mechanics, data fusion, data mining, face recognition, GPU parallelisation, image acquisition and reconstruction, image and video analysis, image clustering, image registration, image restoring, image segmentation, machine learning, modelling and simulation, object detection, object recognition, object tracking, optical flow, pattern recognition, pose estimation, and texture analysis.

 Different applications are addressed and described throughout the book, comprising: biomechanical studies, bio-structure modelling and simulation, bone characterization, cell tracking, computer-aided diagnosis, dental imaging, face recognition, hand gestures detection and recognition, human motion analysis, human-computer interaction, image and video understanding, image processing, image segmentation, object and scene reconstruction, object recognition and tracking, remote robot control, and surgery planning.

 This volume is of use to researchers, students, practitioners and manufacturers from several multidisciplinary fields, such as artificial intelligence, bioengineering, biology, biomechanics, computational mechanics, computational vision, computer graphics, computer science, computer vision, human motion, imagiology, machine learning, machine vision, mathematics, medical image, medicine, pattern recognition, and physics.

商品描述(中文翻譯)

本書介紹了醫學影像處理和計算視覺領域中的新穎和先進主題，以鞏固相關領域的知識並定義其主要利益相關者。書中包含了在2013年10月14日至16日於葡萄牙馬德拉島豐查爾舉行的第四屆國際ECCOMAS計算視覺與醫學影像主題會議（VipIMAGE 2013）上發表的選定論文的擴展版本。

這二十二章由國際知名的受邀專家撰寫，探討了醫學影像處理和計算視覺中的重要議題，包括：3D視覺、3D可視化、顏色量化、連續介質力學、數據融合、數據挖掘、人臉識別、GPU並行化、影像獲取與重建、影像與視頻分析、影像聚類、影像配準、影像修復、影像分割、機器學習、建模與模擬、物體檢測、物體識別、物體追蹤、光流、模式識別、姿勢估計和紋理分析。

本書中針對不同的應用進行了描述，包括：生物力學研究、生物結構建模與模擬、骨骼特徵化、細胞追蹤、電腦輔助診斷、牙科影像、人臉識別、手勢檢測與識別、人類運動分析、人機互動、影像與視頻理解、影像處理、影像分割、物體與場景重建、物體識別與追蹤、遠程機器人控制和手術規劃。

本卷對來自多個跨學科領域的研究人員、學生、實務工作者和製造商均有幫助，這些領域包括：人工智慧、生物工程、生物學、生物力學、計算力學、計算視覺、計算機圖形學、計算機科學、計算機視覺、人類運動、影像學、機器學習、機器視覺、數學、醫學影像、醫學、模式識別和物理學。

類似商品