搜索结果: 1-15 共查到“计算机科学技术 probabilistic”相关记录17条 . 查询时间(0.14 秒)
Despite their enormous size and power, today's artificial intelligence systems routinely fail to distinguish between hallucination and reality. Autonomous driving systems can fail to perceive pedestri...
A probabilistic model for heading judgments from converging elements
optical flow motion parallax wayfinding
2015/8/13
This paper describes the mathematical basis and application of a probabilistic model for recovering the direction of camera trans-lation (heading) from optical flow. According to the theorem that head...
Data Cube Approximation and Mining using Probabilistic Modeling
data cubes OLAP data warehouses multidimensional data non-negative multi-way array factorization log-linear modeling
2015/7/29
On-line Analytical Processing (OLAP) techniques commonly used in data warehouses allow the exploration of data cubes according to different analysis axes (dimensions) and under different abstraction l...
Fast&Confident Probabilistic Categorization
Text categorization probabilistic model confidence estimation multi-label categorization category description
2015/7/29
We describe NRC's submission to the Anomaly Detection/Text Mining competition organised at the Text Mining Workshop 2007. This submission relies on a straightforward implementation of the probabilisti...
Probabilistic Models for Motion Segmentation in Image Sequences
Computer vision Motion segmentation Object detection Optical flow Surveillance Tracking
2014/12/18
Motion segmentation is the task of assigning a binary label to every pixel in an image sequence specifying whether it is a moving foreground object or stationary background. It is often an important t...
A Probabilistic Model of Hierarchical Music Analysis
computational music analysis computational music theory machine learning music informatics Schenkerian analysis
2014/12/18
Schenkerian music theory supposes that Western tonal compositions can be viewed as hierarchies of musical objects. The process of Schenkerian analysis reveals this hierarchy by identifying connections...
Probabilistic Dialogue Modeling for Speech-Enabled Assistive Technology
spoken dialogue systems speech interfaces POMDPs
2014/11/27
People with motor disabilities often face substantial challenges using interfaces designed for manual interaction. Although such obstacles might be partially alleviated by automatic speech recognition...
Maximizing Network Lifetime Online by Localized Probabilistic Load Balancing
Online Localized Load Balancing
2012/11/30
Network lifetime maximization is a critical problem for longterm data collection in wireless sensor networks. For large-scale networks, distributed and self-adaptive solutions are highly desired. In t...
Probabilistic Verification over GF(2m) Using Mod2-OBDDs
Verification Probabilistic OBDD Mod2-OBDD Galois Field GF(2m)
2013/1/28
Formal verification is fundamental in many phases of digital systems design. The most successful verification procedures employ Ordered Binary Decision Diagrams (OBDDs) as canonical representation for...
KNOWLEDGE BASED DIAGNOSTIC SYSTEM WITH PROBABILISTIC APPROACH
diagnostic system educational system probability theory graphical representation
2010/1/11
This paper presents a knowledge learning diagnostic approach implemented in an educational system. Probabilistic inference is used here to diagnose knowledge understanding level and to reason about pr...
Probabilistic Analysis of a Robot System with Redundant Safety Units and Common-Cause Failures
robot safety availability reliability common-cause failures failure repair redundancy
2013/1/29
This paper presents reliability and availability analyses of a model representing a system having one robot and n-redundant safety units with common-cause failures. At least k safety units must functi...
An Integrated, Probabilistic Framework for Requirement Change Impact Analysis
Requirement Change impact propagation probability
2009/12/9
Impact analysis is an essential part of change management. Without adequate analysis it is not possible to confidently determine the extent, complexity and cost of proposed changes 10 a software syste...
DRM: dynamic region matching for image retrieval using probabilistic fuzzy matching and boosting feature selection
Image retrieval Region matching Relevance feedback AdaBoost Long-term learning
2013/7/17
This paper considers the semantic gap in content-based image retrieval from two aspects: (1) irrelevant visual contents (e.g. background) scatter the mapping from image to human perception; (2) unsupe...
AbstractThis paper proposes PLPD, a novel percolation-based probabilistic reliable dissemination protocol for information dissemination among a group of nodes in a MANET. Being different from other pr...
Face Recognition under Varying Lighting Based on the Probabilistic Model of Gabor Phase
Face Recognition Varying Lighting the Probabilistic Model of Gabor Phase
2010/12/16
This paper present a novel method for robust illumination-tolerant face recognition based on the Gabor phase and a probabilistic similarity measure.Invited by the work in Eigenphases [1] by using the ...