Human Motion Detection and Action Recognition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Human Motion Detection and Action Recognition write by Chang Liu. This book was released on 2010. Human Motion Detection and Action Recognition available in PDF, EPUB and Kindle.
Motion History Images for Action Recognition and Understanding
Motion History Images for Action Recognition and Understanding - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Motion History Images for Action Recognition and Understanding write by Md. Atiqur Rahman Ahad. This book was released on 2012-12-28. Motion History Images for Action Recognition and Understanding available in PDF, EPUB and Kindle. 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 techniques. This work presents a comprehensive review of these state-of-the-art approaches and their applications, with a particular focus on the MHI method and its variants.
Motion Tracking and Gesture Recognition
Motion Tracking and Gesture Recognition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Motion Tracking and Gesture Recognition write by Carlos Travieso-Gonzalez. This book was released on 2017-07-12. Motion Tracking and Gesture Recognition available in PDF, EPUB and Kindle. Nowadays, the technological advances allow developing many applications on different fields. In this book Motion Tracking and Gesture Recognition, two important fields are shown. Motion tracking is observed by a hand-tracking system for surgical training, an approach based on detection of dangerous situation by the prediction of moving objects, an approach based on human motion detection results and preliminary environmental information to build a long-term context model to describe and predict human activities, and a review about multispeaker tracking on different modalities. On the other hand, gesture recognition is shown by a gait recognition approach using Kinect sensor, a study of different methodologies for studying gesture recognition on depth images, and a review about human action recognition and the details about a particular technique based on a sensor of visible range and with depth information.
Human Motion Sensing and Recognition
Human Motion Sensing and Recognition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Human Motion Sensing and Recognition write by Honghai Liu. This book was released on 2017-05-11. Human Motion Sensing and Recognition available in PDF, EPUB and Kindle. This book introduces readers to the latest exciting advances in human motion sensing and recognition, from the theoretical development of fuzzy approaches to their applications. The topics covered include human motion recognition in 2D and 3D, hand motion analysis with contact sensors, and vision-based view-invariant motion recognition, especially from the perspective of Fuzzy Qualitative techniques. With the rapid development of technologies in microelectronics, computers, networks, and robotics over the last decade, increasing attention has been focused on human motion sensing and recognition in many emerging and active disciplines where human motions need to be automatically tracked, analyzed or understood, such as smart surveillance, intelligent human-computer interaction, robot motion learning, and interactive gaming. Current challenges mainly stem from the dynamic environment, data multi-modality, uncertain sensory information, and real-time issues. These techniques are shown to effectively address the above challenges by bridging the gap between symbolic cognitive functions and numerical sensing & control tasks in intelligent systems. The book not only serves as a valuable reference source for researchers and professionals in the fields of computer vision and robotics, but will also benefit practitioners and graduates/postgraduates seeking advanced information on fuzzy techniques and their applications in motion analysis.
Motion-Based Recognition
Motion-Based Recognition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Motion-Based Recognition write by Mubarak Shah. This book was released on 1997-07-31. Motion-Based Recognition available in PDF, EPUB and Kindle. Motion-based recognition deals with the recognition of an object and/or its motion, based on motion in a series of images. In this approach, a sequence containing a large number of frames is used to extract motion information. The advantage is that a longer sequence leads to recognition of higher level motions, like walking or running, which consist of a complex and coordinated series of events. Unlike much previous research in motion, this approach does not require explicit reconstruction of shape from the images prior to recognition. This book provides the state-of-the-art in this rapidly developing discipline. It consists of a collection of invited chapters by leading researchers in the world covering various aspects of motion-based recognition including lipreading, gesture recognition, facial expression recognition, gait analysis, cyclic motion detection, and activity recognition. Audience: This volume will be of interest to researchers and post- graduate students whose work involves computer vision, robotics and image processing.
