Temporal Localization

35 papers with code • 0 benchmarks • 3 datasets

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Most implemented papers

TALL: Temporal Activity Localization via Language Query

jiyanggao/TALL ICCV 2017

For evaluation, we adopt TaCoS dataset, and build a new dataset for this task on top of Charades by adding sentence temporal annotations, called Charades-STA.

Weakly Supervised Action Localization by Sparse Temporal Pooling Network

demianzhang/weakly-action-localization CVPR 2018

We propose a weakly supervised temporal action localization algorithm on untrimmed videos using convolutional neural networks.

MAC: Mining Activity Concepts for Language-based Temporal Localization

runzhouge/MAC 21 Nov 2018

Previous methods address the problem by considering features from video sliding windows and language queries and learning a subspace to encode their correlation, which ignore rich semantic cues about activities in videos and queries.

Asynchronous Temporal Fields for Action Recognition

gsig/temporal-fields CVPR 2017

Actions are more than just movements and trajectories: we cook to eat and we hold a cup to drink from it.

Audio-Visual Event Localization in Unconstrained Videos

YapengTian/AVE-ECCV18 ECCV 2018

In this paper, we introduce a novel problem of audio-visual event localization in unconstrained videos.

Technical Report of the Video Event Reconstruction and Analysis (VERA) System -- Shooter Localization, Models, Interface, and Beyond

JunweiLiang/VERA_Shooter_Localization 26 May 2019

Among other uses, VERA enables the localization of a shooter from just a few videos that include the sound of gunshots.

Finding Moments in Video Collections Using Natural Language

jayleicn/TVRetrieval 30 Jul 2019

We evaluate our approach on two recently proposed datasets for temporal localization of moments in video with natural language (DiDeMo and Charades-STA) extended to our video corpus moment retrieval setting.

Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis

jannisborn/covid19_pocus_ultrasound 13 Sep 2020

Controlling the COVID-19 pandemic largely hinges upon the existence of fast, safe, and highly-available diagnostic tools.

Temporal Localization of Fine-Grained Actions in Videos by Domain Transfer from Web Images

zhengshou/AutoLoc 4 Apr 2015

To solve this problem, we propose a simple yet effective method that takes weak video labels and noisy image labels as input, and generates localized action frames as output.

Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs

zhengshou/scnn CVPR 2016

To address this challenging issue, we exploit the effectiveness of deep networks in temporal action localization via three segment-based 3D ConvNets: (1) a proposal network identifies candidate segments in a long video that may contain actions; (2) a classification network learns one-vs-all action classification model to serve as initialization for the localization network; and (3) a localization network fine-tunes on the learned classification network to localize each action instance.