عنوان فارسی مقاله: | چارچوب واحد پیشنهادی برای شناخت فعالیت (حرکت) انسان با بهره گیری از ویژگی های دینامیک عمل |
عنوان انگلیسی مقاله: | A proposed unified framework for the recognition of human activity by exploiting the characteristics of action dynamics |
نکات مهم
چکیده
1. مقدمه
2. انگیزه و کمک های این تحقیق
3. 2-2: رهیافت های کلی
2.کارهای مرتبط
2-1: رهیافت های مبتنی بر تصاویر ثابت
2-2: رهیافت های کلی
2-3: رهیافت های محلی
3.روش پیشنهادی
3-1: بررسی اجمالی چارچوب
3-1-1: استخراج فریم کلیدی منفرد
3-2: محاسبه SDEG
3-3: محاسبه جهت شبح انسان
3-3-1: استخراج شبح انسان
3-3-2: محاسبه ویژگی چرخش
3-4: محاسبه بردار ویژگی نهایی
4.نتایج تجربی و مباحثه
4-1: ارزیابی عملکرد در پایگاه داده
4-2: مقایسه نتایج
5.نتایج
کلمات کلیدی :
Frontiers | A Review of Human Activity Recognition Methods | Vision ... journal.frontiersin.org/article/10.3389/frobt.2015.00028/full by M Vrigkas - 2015 - Cited by 13 - Related articles Oct 29, 2015 - Recognizing human activities from video sequences or still images is a challenging ... Finally, we report the characteristics of future research directions and ... in scale, viewpoint, lighting and appearance, and frame resolution. ... capture systems with the main focus on methods that exploit 3D depth data. [PDF]Hierarchical Recognition of Human Activities Interacting with Objects cvrc.ece.utexas.edu/Publications/Hierarchical%20Recognition.pdf by MS Ryoo - Cited by 52 - Related articles did not attempt to recognize human activities with objects. On the other hands, ... The recognition framework proposed in this paper .... object layer classifies objects not only based on features extracted ...... Exploiting human actions and object context for recognition tasks. ICCV, volume 1, pages 80-86, Corfu, Greece, 1999. Faculty of Electronic & Communication Department www.dtu.ac.in/Web/Departments/Electronics/faculty/dkvishwakarma.php Jan 27, 2017 - D.K. Vishwakarma, R. Kapoor, A. Dhiman "A proposed framework for the recognition of human activity by exploiting the characteristics of action ... Wearable sensor based multimodal human activity recognition ... - DOIs doi.org/10.1145/2971648.2971708 Sep 12, 2016 - In this paper, an activity recognition approach MARCEL .... data in a sparse-coding framework for human activity recognition, Pervasive and ...... Researchers have exploited the characteristics of wireless signals to "hear" ...