Temporal Localization

23 papers with code • 0 benchmarks • 3 datasets

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Greatest papers with code

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.

Action Classification General Classification +2

Asynchronous Temporal Fields for Action Recognition

gsig/charades-algorithms CVPR 2017

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

Action Classification Action Recognition +2

HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization

hangzhaomit/HACS-dataset ICCV 2019

This paper presents a new large-scale dataset for recognition and temporal localization of human actions collected from Web videos.

Action Classification Action Recognition +2

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.

Temporal Localization

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.

audio-visual event localization Temporal Localization

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

Temporal Localization of Moments in Video Collections with Natural Language

jayleicn/TVRetrieval 30 Jul 2019

In this paper, we introduce the task of retrieving relevant video moments from a large corpus of untrimmed, unsegmented videos given a natural language query.

Temporal Localization

MAC: Mining Activity Concepts for Language-based Temporal Localization

WuJie1010/Temporally-language-grounding 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.

Language-Based Temporal Localization

Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition

vt-vl-lab/SDN NeurIPS 2019

We validate the effectiveness of our method by transferring our pre-trained model to three different tasks, including action classification, temporal localization, and spatio-temporal action detection.

Action Classification Action Detection +4

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.

Action Recognition Temporal Localization