We present a novel transfer learning approach to cross-camera action recognition. Inspired by canonical correlation analysis (CCA), we first extract the spatio-temporal visual words from videos captured at different views, and derive a correlation subspace as a joint representation for different bag-of-words models at different views. Different from prior CCA-based approaches which simply train...

This paper defines a systematic approach to Opinion Mining (OM) on YouTube comments by (i) modeling classifiers for predicting the opinion polarity and the type of comment and (ii) proposing robust shallow syntactic structures for improving model adaptability. We rely on the tree kernel technology to automatically extract and learn features with better generalization power than bag-of-words. An...

â  â  abstract â  â  the quran has been analyzed by many commentaries from many aspects including its rhetoric and style. it is questionable to grasp the arcane outstanding position of the quran in terms of its form, meaning, or rhetoric. of the rhetoric of the quran, oaths indicate miracle of the quran. oaths and their answers are in line with aggregates of all contexts as well as form and mea...

background and aims. this survey was conducted to provide statistical data regarding publications in pubmed-indexed journals from tabriz university of medical sciences faculty of dentistry. materials and methods. the database used for this study was pubmed. the search was conducted using key words including the names of the heads of the departments. papers published between january 1, 2005 and ...

background: an important part of one's information from surrounding environment comes through olfactory system. so its disorders regardless of the reason can lead to many problems. an appropriate diagnostic smell test is needed to determine the normal range of olfactory sense, to evaluate patient's complaints and to determine the severity of the problem. it is also helpful in follow- up and cho...

samanidgovernment was established in the fourthcentury (ah) in the east of islamic caliphate, within a rich socio-cultural context. samanid dynasty needed to prove its rights and legitimacy because of its conflict with the political discourse of their rival governments. this had to be done by taking advantage of thevalues and conceptsembedded in the rational, cultural, and conceptual contextsan...

background & objective: outpatient surgery can be performed by general or spinal anesthesia. spinal anesthetic drugs have side effects. many anesthesiologists choose general anesthesia, because of its relative predictability and to avoid undesirable side effects associated with spinal anesthesia. for example lidocaine is frequently associated with transient neuroligic symptoms (tns). bupivacain...