Video Object Segmentation And Tracking
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Author | : Vijay Viswanath |
Publisher | : |
Total Pages | : 60 |
Release | : 2020 |
Genre | : |
ISBN | : |
Download Object Segmentation and Tracking in Videos Book in PDF, Epub and Kindle
Object detection and segmentation are some of the key components of Computer Vision, which have wide ranging real world applications. The current state of the art techniques in computer vision are based on Deep Neural Networks and one of the key challenges is using the state of the art techniques in these fields on novel images, and videos in different environments, and classes. These methods require expensive manual annotations and transfer learning to make them work on domains different from their training data sets. In this thesis, we explore both domain adaptation, and deep learning techniques that don't necessarily rely on the idea of a class, to help with the annotation of private videos. We implemented the initial idea of domain adaptation for directly annotating objects and followed with using video object segmentation (VOS) tracking methods for propagating annotations. Their application to a novel video acquired in the GURU lab is explored as well as ways to improve their performance.
Author | : Konstantinos Tsougarakis |
Publisher | : |
Total Pages | : 146 |
Release | : 2000 |
Genre | : Image processing |
ISBN | : |
Download Unsupervised Content-based Video Object Segmentation and Tracking Book in PDF, Epub and Kindle
Author | : Cigdem Eroglu Erdem |
Publisher | : |
Total Pages | : 164 |
Release | : 2010-04 |
Genre | : Image processing |
ISBN | : 9783838333090 |
Download Video Object Segmentation and Tracking Book in PDF, Epub and Kindle
Author | : Themesha Murugas |
Publisher | : |
Total Pages | : 194 |
Release | : 2005 |
Genre | : |
ISBN | : |
Download Video Object Segmentation and Tracking Book in PDF, Epub and Kindle
Author | : Shijun Sun |
Publisher | : |
Total Pages | : 216 |
Release | : 2000 |
Genre | : Computer vision |
ISBN | : |
Download Video Object Segmentation and Tracking Using VSnakes Book in PDF, Epub and Kindle
Author | : Teutsch, Michael |
Publisher | : KIT Scientific Publishing |
Total Pages | : 242 |
Release | : 2015-03-11 |
Genre | : Electronic computers. Computer science |
ISBN | : 3731503204 |
Download Moving Object Detection and Segmentation for Remote Aerial Video Surveillance Book in PDF, Epub and Kindle
Unmanned Aerial Vehicles (UAVs) equipped with video cameras are a flexible support to ensure civil and military safety and security. In this thesis, a video processing chain is presented for moving object detection in aerial video surveillance. A Track-Before-Detect (TBD) algorithm is applied to detect motion that is independent of the camera motion. Novel robust and fast object detection and segmentation approaches improve the baseline TBD and outperform current state-of-the-art methods.
Author | : Andrea Vedaldi |
Publisher | : Springer Nature |
Total Pages | : 843 |
Release | : 2020-11-12 |
Genre | : Computers |
ISBN | : 3030585689 |
Download Computer Vision – ECCV 2020 Book in PDF, Epub and Kindle
The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic. The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a total of 5025 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.
Author | : Andrea Cavallaro |
Publisher | : |
Total Pages | : 148 |
Release | : 2002 |
Genre | : |
ISBN | : |
Download From Visual Information to Knowledge Book in PDF, Epub and Kindle
Author | : Ning Xu |
Publisher | : Springer Nature |
Total Pages | : 130 |
Release | : |
Genre | : |
ISBN | : 3031446607 |
Download Video Object Tracking Book in PDF, Epub and Kindle
Author | : Ning Xu |
Publisher | : Springer Nature |
Total Pages | : 194 |
Release | : |
Genre | : |
ISBN | : 3031446569 |
Download Video Object Segmentation Book in PDF, Epub and Kindle