Watch-n-Patch: Unsupervised Learning of Actions and Relations

نویسندگان
چکیده

برای دانلود رایگان 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

Unsupervised Learning of Relations

Learning processes allow the central nervous system to learn relationships between stimuli. Even stimuli from different modalities can easily be associated, and these associations can include the learning of mappings between observable parameters of the stimuli. The data structures and processing methods of the brain, however, remain very poorly understood. We investigate the ability of simple,...

متن کامل

Unsupervised Feature Learning from Videos for Discovering and Recognizing Actions

In this work, we evaluate different unsupervised feature learning approaches using Convolutional Neural Networks (CNNs) and videos. Essentially, we experiment with a CNN feature learning model based on the Contrastive Loss function. We propose a novel Siamese-tuple network architecture trained with a new loss function which benefits from the temporal coherence present in videos as the unique fo...

متن کامل

Unsupervised Learning of Deep Feature Representation for Clustering Egocentric Actions

Popularity of wearable cameras in life logging, law enforcement, assistive vision and other similar applications is leading to explosion in generation of egocentric video content. First person action recognition is an important aspect of automatic analysis of such videos. Annotating such videos is hard, not only because of obvious scalability constraints, but also because of privacy issues ofte...

متن کامل

language learning strategies and vocabulary size of iranian efl learners

learning a second or foreign language requires the manipulation of four main skills, namely, listening, reading, speaking, and writing which lead to effective communication. it is obvious that vocabulary is an indispensible part of any communication, so without a vocabulary, no meaningful communication can take place and meaningful communication relies heavily on vocabulary. one fundamental fac...

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: IEEE Transactions on Pattern Analysis and Machine Intelligence

سال: 2018

ISSN: 0162-8828,2160-9292

DOI: 10.1109/tpami.2017.2679054