A discriminative CNN video representation for event detection

Z Xu, Y Yang, AG Hauptmann - Proceedings of the IEEE …, 2015 - openaccess.thecvf.com
In this paper, we propose a discriminative video representation for event detection over a
large scale video dataset when only limited hardware resources are available. The focus of …

Exploring inter-feature and inter-class relationships with deep neural networks for video classification

Z Wu, YG Jiang, J Wang, J Pu, X Xue - Proceedings of the 22nd ACM …, 2014 - dl.acm.org
Videos contain very rich semantics and are intrinsically multimodal. In this paper, we study
the challenging task of classifying videos according to their high-level semantics such as …

Video2vec embeddings recognize events when examples are scarce

A Habibian, T Mensink… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
This paper aims for event recognition when video examples are scarce or even completely
absent. The key in such a challenging setting is a semantic video representation. Rather …

Composite concept discovery for zero-shot video event detection

A Habibian, T Mensink, CGM Snoek - Proceedings of international …, 2014 - dl.acm.org
We consider automated detection of events in video without the use of any visual training
examples. A common approach is to represent videos as classification scores obtained from …

How related exemplars help complex event detection in web videos?

Y Yang, Z Ma, Z Xu, S Yan… - Proceedings of the …, 2013 - openaccess.thecvf.com
Compared to visual concepts such as actions, scenes and objects, complex event is a
higher level abstraction of longer video sequences. For example, a" marriage proposal" …

Event detection with zero example: Select the right and suppress the wrong concepts

YJ Lu, H Zhang, M de Boer, CW Ngo - Proceedings of the 2016 ACM on …, 2016 - dl.acm.org
Complex video event detection without visual examples is a very challenging issue in
multimedia retrieval. We present a state-of-the-art framework for event search without any …

A new framework for quality assessment of high-resolution fingerprint images

RFS Teixeira, NJ Leite - IEEE transactions on pattern analysis …, 2016 - ieeexplore.ieee.org
The quality assessment of sets of features extracted from patterns of epidermal ridges on our
fingers is a biometric challenge problem with implications on questions concerning security …

Video event detection using motion relativity and feature selection

F Wang, Z Sun, YG Jiang… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Event detection plays an essential role in video content analysis. In this paper, we present
our approach based on motion relativity and feature selection for video event detection. First …

Audio-based multimedia event detection with DNNs and sparse sampling

K Ashraf, B Elizalde, F Iandola, M Moskewicz… - Proceedings of the 5th …, 2015 - dl.acm.org
This paper presents advances in analyzing audio content information to detect events in
videos, such as a parade or a birthday party. We developed a set of tools for audio …

ISOMER: Informative segment observations for multimedia event recounting

C Sun, B Burns, R Nevatia, C Snoek, B Bolles… - … on Multimedia Retrieval, 2014 - dl.acm.org
This paper describes a system for multimedia event detection and recounting. The goal is to
detect a high level event class in unconstrained web videos and generate event oriented …