Pairwise Constraint Generation Based on Grouping Operation

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Pairwise Grouping Using Color

Grouping was recognized in computer vision early on as having the potential of improving both matching and recognition. Most papers consider grouping as a segmentation problem and a hard decision is made about which pixels in the image belong to the same object. In this paper we instead focus on soft pairwise grouping, that is computing affinities between pairs of pixels that reflect how likely...

متن کامل

Multi-label ensemble based on variable pairwise constraint projection

Multi-label classification has attracted an increasing amount of attention in recent years. To this end, many algorithms have been developed to classify multi-label data in an effective manner. However, they usually do not consider the pairwise relations indicated by sample labels, which actually play important roles in multi-label classification. Inspired by this, we naturally extend the tradi...

متن کامل

Semi-supervised Sparsity Pairwise Constraint Preserving Projections based on GA

The deficiency of the ability for preserving global geometric structure information of data is the main problem of existing semi-supervised dimensionality reduction with pairwise constraints. A dimensionality reduction algorithm called Semi-supervised Sparsity Pairwise Constraint Preserving Projections based on Genetic Algorithm (SSPCPPGA) is proposed. On the one hand, the algorithm fuses unsup...

متن کامل

Pairwise Constraint Propagation on Multi-View Data

This paper presents a graph-based learning approach to pairwise constraint propagation on multi-view data. Although pairwise constraint propagation has been studied extensively, pairwise constraints are usually defined over pairs of data points from a single view, i.e., only intra-view constraint propagation is considered for multi-view tasks. In fact, very little attention has been paid to int...

متن کامل

Generation of Relative Referring Expressions based on Perceptual Grouping

Past work of generating referring expressions mainly utilized attributes of objects and binary relations between objects. However, such an approach does not work well when there is no distinctive attribute among objects. To overcome this limitation, this paper proposes a method utilizing the perceptual groups of objects and n-ary relations among them. The key is to identify groups of objects th...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Transactions of the Japanese Society for Artificial Intelligence

سال: 2016

ISSN: 1346-0714,1346-8030

DOI: 10.1527/tjsai.nfc-f14