Anastasios D. Doulamis, Klimis S. Ntalianis, Nikolaos D. Doulamis, Kostas Karpouzis, Stefanos D. Kollias  Home/Search
Context
Related
| csd.uoc.gr/~adoulam/ANASTASIO...S10.pdf Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: csd.uoc.gr/~adoulam/journals (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: A novel approach is presented in this paper for improving the performance of neural network classifiers in video object tracking applications, based on a retraining procedure at the user level. The procedure includes (a) a retraining algorithm for adapting the network weights to the current conditions, (b) semantically meaningful object extraction which plays the role of the retraining set and (c) a decision mechanism for determining when network retraining should be activated. The retraining... (Update)
Similar documents (at the sentence level):
10.4%: Unsupervised Stereoscopic Video Object Segmentation.. - Ntalianis, Doulamis.. (Correct)
7.6%: Neural Networks Retraining in Image Analysis Problems - Nikolaos Doulamis Anastasios (Correct)
Active bibliography (related documents): More All
0.9: An Efficient Fully Unsupervised Video Object.. - Doulamis.. (2003) (Correct)
0.8: Semantic Object Extraction In Stereo Video Sequences - Anastasios Doulamis Nikolaos (Correct)
0.6: Adaptive Classification-based Articulation and.. - Doulamis, Doulamis.. (Correct)
Similar documents based on text:
0.0: Unknown - (Correct)
BibTeX entry: (Update)
@misc{ doulamis-unsupervised,
author = "Anastasios D. Doulamis and Klimis S. Ntalianis and Nikolaos D. Doulamis
and Kostas Karpouzis and Stefanos D. Kollias",
title = "Unsupervised Tracking of Stereoscopic Video Objects Employing Neural Networks
Retraining",
url = "citeseer.ist.psu.edu/746370.html" }
Citations (may not include all citations):530 Linear and Non-Linear Programming (context) - Luenberger - 1984
224 Representing Moving Images with Layers - Wang, Adelson - 1994
91 Second Generation Image Coding Techniques (context) - Kunt, Ikonomopoulos et al. - 1985
80 Rapid Scene Analysis on Compressed Videos (context) - Yeo, Liu - 1995
60 Finding Trajectories of Feature Points in a Monocular Image .. (context) - Sethi, Jain - 1987
57 Video and Image Processing in Multimedia Systems (context) - Furht, Smoliar et al. - 1995
52 The MPEG-4 Video Standard Verification Model (context) - Sikora - 1997
52 Morphological Segmentation (context) - Meyer, Beucher - 1990
38 Detecting Moving Objects (context) - Thompson, Pong - 1990
32 Image Sequence Analysis for Emerging Interactive Multimedia .. - Alatan, Onural et al. - 1998
32 Semiautomatic Segmentation and Tracking of Semantic Video Ob.. (context) - Gu, Lee - 1998
28 Video Shot Detection and Characterization for Video Database.. - Patel, Sethi - 1997
23 Graph Theory for Image Analysis: an Approach based on the Sh.. (context) - Morris, Lee et al. - 1986
22 On Line Retrainable Neural Networks: Improving the Performan.. - Doulamis, Doulamis et al. - 2000
18 Efficient Summarization of Stereoscopic Video Sequences - Doulamis, Doulamis et al. - 2000
12 Very Low Bit-Rate Coding of Image Sequences Using Adaptive R.. (context) - Doulamis, Doulamis et al. - 1998
8 Tracking Multiple Nonrigid Objects in Video Sequences (context) - Bremond, Thonnat - 1998
6 Tracking a Dynamic Set of Feature Points (context) - Yao, Chellappa - 1995
6 Guest Editorial: Special Issue on Representation and Coding .. (context) - Ngan, Panchanathan et al. - 1998
5 Determining Three-dimensional Motion and Structure from Opti.. (context) - Avid - 1985
5 Unsupervised Semantic Object Segmentation of Stereoscopic Vi.. - Doulamis, Doulamis et al. - 1999
3 MIRAGE: An ACTS Project in Virtual Production and Stereoscop.. (context) - Girdwood, Chiwy - 1996
Documents on the same site (http://www.csd.uoc.gr/~adoulam/journals.htm): More
Non-Linear Relevance Feedback: Improving the.. - Doulamis, Doulamis.. (2000) (Correct)
Object Oriented Video Coding Using Adaptive Wavelet.. - Anastasios Doulamis.. (Correct)
Traffic Control Mechanisms in Large-Scale IP Networks - Tsolakou, Doulamis (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC