Proceedings of International Conference on Computer Vision and Image Processing: CVIP 2016, Volume 1 (Advances in Intelligent Systems and Computing)

  • 出版商: Springer
  • 出版日期: 2016-12-23
  • 售價: $8,370
  • 貴賓價: 9.5$7,952
  • 語言: 英文
  • 頁數: 660
  • 裝訂: Paperback
  • ISBN: 9811021031
  • ISBN-13: 9789811021039
  • 相關分類: Computer Vision
  • 海外代購書籍(需單獨結帳)

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商品描述

This edited volume contains technical contributions in the field of computer vision and image processing presented at the First International Conference on Computer Vision and Image Processing (CVIP 2016). The contributions are thematically divided based on their relation to operations at the lower, middle and higher levels of vision systems, and their applications.

 

The technical contributions in the areas of sensors, acquisition, visualization and enhancement are classified as related to low-level operations. They discuss various modern topics – reconfigurable image system architecture, Scheimpflug camera calibration, real-time autofocusing, climate visualization, tone mapping, super-resolution and image resizing.

 

The technical contributions in the areas of segmentation and retrieval are classified as related to mid-level operations. They discuss some state-of-the-art techniques – non-rigid  image registration, iterative image partitioning, egocentric object detection and video shot boundary detection.

 

The technical contributions in the areas of classification and retrieval are categorized as related to high-level operations. They discuss some state-of-the-art approaches – extreme learning machines, and target, gesture and action recognition. A non-regularized state preserving extreme learning machine is presented for natural scene classification. An algorithm for human action recognition through dynamic frame warping based on depth cues is given. Target recognition in night vision through convolutional neural network is also presented. Use of convolutional neural network in detecting static hand gesture is also discussed.

 

Finally, the technical contributions in the areas of surveillance, coding and data security, and biometrics and document processing are considered as applications of computer vision and image processing. They discuss some contemporary applications. A few of them are a system for tackling blind curves, a quick reaction target acquisition and tracking system, an algorithm to detect for copy-move forgery based on circle block, a novel visual secret sharing scheme using affine cipher and image interleaving, a finger knuckle print recognition system based on wavelet and Gabor filtering, and a palmprint recognition based on minutiae quadruplets.

商品描述(中文翻譯)

這本編輯過的專書收錄了在第一屆國際計算機視覺和影像處理會議(CVIP 2016)上發表的計算機視覺和影像處理領域的技術貢獻。這些貢獻根據它們與視覺系統的低、中、高層次操作的關聯性進行了主題劃分,並介紹了它們的應用。

在傳感器、採集、可視化和增強領域的技術貢獻被歸類為與低層次操作相關。它們討論了各種現代話題,如可重構圖像系統架構、Scheimpflug相機校準、實時自動對焦、氣候可視化、色調映射、超分辨率和圖像調整。

在分割和檢索領域的技術貢獻被歸類為與中層次操作相關。它們討論了一些最新技術,如非剛性圖像配準、迭代圖像分割、自我中心物體檢測和視頻鏡頭邊界檢測。

在分類和檢索領域的技術貢獻被歸類為與高層次操作相關。它們討論了一些最新方法,如極限學習機和目標、手勢和動作識別。其中介紹了一種非正則化狀態保持極限學習機用於自然場景分類的方法。還提供了一種基於深度線索的動態幀扭曲的人體動作識別算法。同時還介紹了一種基於卷積神經網絡的夜視目標識別方法。此外,還討論了在檢測靜態手勢中使用卷積神經網絡的應用。

最後,將監控、編碼和數據安全以及生物特徵和文件處理領域的技術貢獻視為計算機視覺和影像處理的應用。它們討論了一些當代應用。其中一些應用包括處理盲曲線的系統、快速反應目標獲取和跟踪系統、基於圓形區塊的複製移動偽造檢測算法、使用仿射密碼和圖像交錯的新型視覺秘密共享方案、基於小波和Gabor濾波的指節紋識別系統以及基於細節四元組的掌紋識別。