Overview: Computer vision and machine learning for microstructural characterization and analysis

EA Holm, R Cohn, N Gao, AR Kitahara… - … Materials Transactions A, 2020 - Springer
Microstructural characterization and analysis is the foundation of microstructural science,
connecting materials structure to composition, process history, and properties …

Bag‐of‐words representation in image annotation: a review

CF Tsai - International Scholarly Research Notices, 2012 - Wiley Online Library
Content‐based image retrieval (CBIR) systems require users to query images by their low‐
level visual content; this not only makes it hard for users to formulate queries, but also can …

Assistive tagging: A survey of multimedia tagging with human-computer joint exploration

M Wang, B Ni, XS Hua, TS Chua - ACM computing surveys (CSUR), 2012 - dl.acm.org
Along with the explosive growth of multimedia data, automatic multimedia tagging has
attracted great interest of various research communities, such as computer vision …

High-level event recognition in unconstrained videos

YG Jiang, S Bhattacharya, SF Chang… - International journal of …, 2013 - Springer
The goal of high-level event recognition is to automatically detect complex high-level events
in a given video sequence. This is a difficult task especially when videos are captured under …

Heterogeneous knowledge transfer in video emotion recognition, attribution and summarization

B Xu, Y Fu, YG Jiang, B Li… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Emotion is a key element in user-generated video. However, it is difficult to understand
emotions conveyed in such videos due to the complex and unstructured nature of user …

Learning multimodal latent attributes

Y Fu, TM Hospedales, T Xiang… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
The rapid development of social media sharing has created a huge demand for automatic
media classification and annotation techniques. Attribute learning has emerged as a …

Object class detection: A survey

X Zhang, YH Yang, Z Han, H Wang, C Gao - ACM Computing Surveys …, 2013 - dl.acm.org
Object class detection, also known as category-level object detection, has become one of
the most focused areas in computer vision in the new century. This article attempts to …

A survey of deep learning methods on semantic similarity and sentence modeling

S Zad, M Heidari, P Hajibabaee… - 2021 IEEE 12th …, 2021 - ieeexplore.ieee.org
Semantics is a research field that has gained an extensive interest recently. This survey
describes recent works in the field of semantics, a part of the broader area of computational …

Evaluation of low-level features and their combinations for complex event detection in open source videos

A Tamrakar, S Ali, Q Yu, J Liu, O Javed… - … IEEE Conference on …, 2012 - ieeexplore.ieee.org
Low-level appearance as well as spatio-temporal features, appropriately quantized and
aggregated into Bag-of-Words (BoW) descriptors, have been shown to be effective in many …

Soml: Sparse online metric learning with application to image retrieval

X Gao, SCH Hoi, Y Zhang, J Wan, J Li - Proceedings of the AAAI …, 2014 - ojs.aaai.org
Image similarity search plays a key role in many multimediaapplications, where multimedia
data (such as images and videos) areusually represented in high-dimensional feature …