Motion history images for action recognition and understanding
نام عام مواد
[Book]
نام نخستين پديدآور
Md. Atiqur Rahman Ahad
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
New York :
نام ناشر، پخش کننده و غيره
Springer,
تاریخ نشرو بخش و غیره
c2013
مشخصات ظاهری
نام خاص و کميت اثر
1 online resource (131 p.)
فروست
عنوان فروست
SpringerBriefs in computer science
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index
یادداشتهای مربوط به مندرجات
متن يادداشت
2.3.1 Spatio-Temporal Silhouettes2.4 Interest-Point Detectors; 2.5 Local Discriminative Approaches; 2.5.1 Large-Scale Features-Based Recognition; 2.5.2 Local Patches-Based Recognition; 2.5.3 Mixed Approach for Recognition; 2.6 View-Invariant Approaches; 2.7 Conclusion; 3 Motion History Image; 3.1 Motion History Image and its Importance; 3.1.1 Applications of the MHI Method/Representation; 3.2 Motion History Image: A Tutorial; 3.2.1 Construction of the Motion Energy Image (MEI); 3.2.2 Construction of the Motion History Image (MHI); 3.2.3 Importance of the MHI and the MEI
متن يادداشت
3.3 Limitations of the MHI Method3.4 MHI and its Variants: 2D/3D; 3.4.1 View-Based MHI and its Variants; 3.4.2 View-Invariant MHI Representations; 3.5 Conclusion; 4 Action Datasets and MHI; 4.1 Various Datasets; 4.2 Datasets Employed in MHI; 4.2.1 KTH Dataset; 4.2.2 Weizmann Dataset; 4.2.3 IXMAS Dataset; 4.2.4 CASIA Gait Database; 4.2.5 Virtual Human Action Silhouette (ViHASi) Dataset; 4.2.6 CMU MoBo Dataset; 4.2.7 USF HumanID Dataset; 4.2.8 Marcel's Dynamic Hand Poster and Gesture Dataset; 4.2.9 TRECVID Dataset; 4.3 Conclusion; References; Index
متن يادداشت
Motion History Images for Action Recognition and Understanding; Foreword; Preface; Acknowledgments; Contents; Acronyms; 1 Introduction; 1.1 Introduction; 1.2 Action/Activity: Nomenclature; 1.2.1 Atomic Actions; 1.2.2 Action; 1.2.3 Activity; 1.3 Various Dimensions of Action Recognition; 1.3.1 Applications; 1.3.2 Action Recognition is Difficult: Why?; 1.3.3 Some Assumptions on Action Recognition; 1.3.4 Action Recognition: Some Basic Steps; 1.3.5 Motion History Image; 1.4 Conclusion; 2 Action Representation; 2.1 Action Recognition; 2.2 Approaches on Bag-of-Features; 2.3 XYT: Space-Time Volume
بدون عنوان
8
بدون عنوان
8
بدون عنوان
8
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
Human action analysis and recognition is a relatively mature field, yet one which is often not well understood by students and researchers. The large number of possible variations in human motion and appearance, camera viewpoint, and environment, present considerable challenges. Some important and common problems remain unsolved by the computer vision community. However, many valuable approaches have been proposed over the past decade, including the motion history image (MHI) method. This method has received significant attention, as it offers greater robustness and performance than other te
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Motion History Images for Action Recognition and Understanding
شماره استاندارد بين المللي کتاب و موسيقي
9781447147299
قطعه
عنوان
OhioLINK electronic book center (Online)
عنوان
SpringerLink
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Computer vision
موضوع مستند نشده
Image processing-- Digital techniques
موضوع مستند نشده
Pattern recognition systems
رده بندی ديویی
شماره
006
.
3/7
ويراست
23
رده بندی کنگره
شماره رده
TA1634
شماره رده
TA1634
نشانه اثر
.
A43
2013
نشانه اثر
.
A43
2013
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )