Extraction of text objects in video documents: Recent progress

J Zhang, R Kasturi - 2008 The Eighth IAPR International …, 2008 - ieeexplore.ieee.org
Text extraction in video documents, as an important research field of content-based
information indexing and retrieval, has been developing rapidly since 1990s. This has led to …

A survey on visual content-based video indexing and retrieval

W Hu, N Xie, L Li, X Zeng… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Video indexing and retrieval have a wide spectrum of promising applications, motivating the
interest of researchers worldwide. This paper offers a tutorial and an overview of the …

Video index point detection and extraction framework using custom YoloV4 Darknet object detection model

M Mahrishi, S Morwal, AW Muzaffar, S Bhatia… - IEEE …, 2021 - ieeexplore.ieee.org
The trend of learning from videos instead of documents has increased. There could be
hundreds and thousands of videos on a single topic, with varying degrees of context …

Explicit loss-error-aware quantization for low-bit deep neural networks

A Zhou, A Yao, K Wang, Y Chen - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Benefiting from tens of millions of hierarchically stacked learnable parameters, Deep Neural
Networks (DNNs) have demonstrated overwhelming accuracy on a variety of artificial …

A survey of recent work on video summarization: approaches and techniques

V Tiwari, C Bhatnagar - Multimedia Tools and Applications, 2021 - Springer
The volume of video data generated has seen an exponential growth over the years and
video summarization has emerged as a process that can facilitate efficient storage, quick …

Skip-plan: Procedure planning in instructional videos via condensed action space learning

Z Li, W Geng, M Li, L Chen, Y Tang… - Proceedings of the …, 2023 - openaccess.thecvf.com
In this paper, we propose Skip-Plan, a condensed action space learning method for
procedure planning in instructional videos. Current procedure planning methods all stick to …

Fcn-lecturenet: extractive summarization of whiteboard and chalkboard lecture videos

K Davila, F Xu, S Setlur, V Govindaraju - IEEE Access, 2021 - ieeexplore.ieee.org
Recording and sharing of educational or lecture videos has increased in recent years.
Within these recordings, we find a large number of math-oriented lectures and tutorials …

Visual transcripts: lecture notes from blackboard-style lecture videos

HV Shin, F Berthouzoz, W Li, F Durand - ACM Transactions on Graphics …, 2015 - dl.acm.org
Blackboard-style lecture videos are popular, but learning using existing video player
interfaces can be challenging. Viewers cannot consume the lecture material at their own …

Systems and methods for content analysis to support navigation and annotation in expository videos

S Carter, ML Cooper, L Denoue - US Patent 10,482,777, 2019 - Google Patents
Online educational videos are often difficult to navigate. Furthermore, most video interfaces
do not lend themselves to note-taking. Described system detects and reuses boundaries that …

Whiteboard video summarization via spatio-temporal conflict minimization

K Davila, R Zanibbi - 2017 14th IAPR International conference …, 2017 - ieeexplore.ieee.org
Lecture videos are a valuable resource for students, and thanks to online sources they have
become widely available. The ability to find videos based on their content could make them …