Interactive video retrieval in the age of deep learning–detailed evaluation of VBS 2019

L Rossetto, R Gasser, J Lokoč, W Bailer… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Despite the fact that automatic content analysis has made remarkable progress over the last
decade-mainly due to significant advances in machine learning-interactive video retrieval is …

On influential trends in interactive video retrieval: video browser showdown 2015–2017

J Lokoč, W Bailer, K Schoeffmann… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
The last decade has seen innovations that make video recording, manipulation, storage,
and sharing easier than ever before, thus impacting many areas of life. New video retrieval …

Interactive search or sequential browsing? A detailed analysis of the video browser showdown 2018

J Lokoč, G Kovalčík, B Münzer, K Schöffmann… - ACM Transactions on …, 2019 - dl.acm.org
This work summarizes the findings of the 7th iteration of the Video Browser Showdown
(VBS) competition organized as a workshop at the 24th International Conference on …

Interpretable embedding for ad-hoc video search

J Wu, CW Ngo - Proceedings of the 28th ACM International Conference …, 2020 - dl.acm.org
Answering query with semantic concepts has long been the mainstream approach for video
search. Until recently, its performance is surpassed by concept-free approach, which …

A benchmark dataset and learning high-level semantic embeddings of multimedia for cross-media retrieval

SU Rehman, S Tu, Y Huang, OU Rehman - IEEE Access, 2018 - ieeexplore.ieee.org
The selection of semantic concepts for modal construction and data collection remains an
open research issue. It is highly demanding to choose good multimedia concepts with small …

Vireo@ trecvid 2017: Video-to-text, ad-hoc video search and video hyperlinking

PA Nguyen, Q Li, ZQ Cheng, YJ Lu, H Zhang, X Wu… - 2017 - ink.library.smu.edu.sg
Vireo @ TRecViD 2017: Video-to-text, ad-hoc video search and video hyperlinking Page 1
Singapore Management University Institutional Knowledge at Singapore Management University …

Enhanced vireo kis at vbs 2018

PA Nguyen, YJ Lu, H Zhang, CW Ngo - … 5-7, 2018, Proceedings, Part II 24, 2018 - Springer
Abstract The VIREO Known-Item Search (KIS) system has joined the Video Browser
Showdown (VBS)[1] evaluation benchmark for the first time in year 2017. With experiences …

Learning a semantic space for modeling images, tags and feelings in cross-media search

S ur Rehman, Y Huang, S Tu, B Ahmad - … WeL, Macau, China, April 14–17 …, 2019 - Springer
This paper contributes a new, real-world web image dataset for cross-media retrieval called
FB5K. The proposed FB5K dataset contains the following attributes:(1) 5130 images crawled …

Interactive search vs. automatic search: an extensive study on video retrieval

PA Nguyen, CW Ngo - ACM Transactions on Multimedia Computing …, 2021 - dl.acm.org
This article conducts user evaluation to study the performance difference between
interactive and automatic search. Particularly, the study aims to provide empirical insights of …

Content-based video retrieval using integration of curvelet transform and simple linear iterative clustering

RM Bommisetty, A Khare, M Khare… - International Journal of …, 2022 - World Scientific
Video is a rich information source containing both audio and visual information along with
motion information embedded in it. Applications such as e-learning, live TV, video on …