Finding spatio-temporal salient paths for video objects discovery

Author(s):  
Ye Luo ◽  
Junsong Yuan ◽  
Jianwei Lu
1999 ◽  
Vol 20 (6-7) ◽  
pp. 472
Author(s):  
Niki Pissinou ◽  
Ivan Radev ◽  
Kia Makki ◽  
William J. Campbell

Author(s):  
Ying Luo ◽  
Jeng-Neng Hwang ◽  
Tzong-Der Wu

In this chapter, we present a novel scheme for object-based video analysis and interpretation based on automatic video object extraction, video object abstraction, and semantic event modeling. In this scheme, video objects (VOs) are first automatically extracted, followed by a video object abstraction algorithm for identifying key frames to reduce data redundancy and provide reliable feature data for the next stage of the algorithm. Semantic feature modeling is based on a temporal variation of low-level features of video objects. Dynamic Bayesian networks (DBNs) are then used to characterize the spatio-temporal nature of the video objects. The system states in the proposed DBNs directly correspond to the physical concepts. Thus, the decoding of the DBN system states from observable variables is a natural interpretation of the behavior of the video objects. Since the video objects are generally considered as the dominant semantic features of video clips, the proposed scheme provides a powerful methodology for content description, which is critical for large scale MPEG-7 applications.


2005 ◽  
Vol 41 ◽  
pp. 15-30 ◽  
Author(s):  
Helen C. Ardley ◽  
Philip A. Robinson

The selectivity of the ubiquitin–26 S proteasome system (UPS) for a particular substrate protein relies on the interaction between a ubiquitin-conjugating enzyme (E2, of which a cell contains relatively few) and a ubiquitin–protein ligase (E3, of which there are possibly hundreds). Post-translational modifications of the protein substrate, such as phosphorylation or hydroxylation, are often required prior to its selection. In this way, the precise spatio-temporal targeting and degradation of a given substrate can be achieved. The E3s are a large, diverse group of proteins, characterized by one of several defining motifs. These include a HECT (homologous to E6-associated protein C-terminus), RING (really interesting new gene) or U-box (a modified RING motif without the full complement of Zn2+-binding ligands) domain. Whereas HECT E3s have a direct role in catalysis during ubiquitination, RING and U-box E3s facilitate protein ubiquitination. These latter two E3 types act as adaptor-like molecules. They bring an E2 and a substrate into sufficiently close proximity to promote the substrate's ubiquitination. Although many RING-type E3s, such as MDM2 (murine double minute clone 2 oncoprotein) and c-Cbl, can apparently act alone, others are found as components of much larger multi-protein complexes, such as the anaphase-promoting complex. Taken together, these multifaceted properties and interactions enable E3s to provide a powerful, and specific, mechanism for protein clearance within all cells of eukaryotic organisms. The importance of E3s is highlighted by the number of normal cellular processes they regulate, and the number of diseases associated with their loss of function or inappropriate targeting.


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