Search Results for author: Kiyoon Kim

Found 4 papers, 3 papers with code

Capturing Temporal Information in a Single Frame: Channel Sampling Strategies for Action Recognition

1 code implementation25 Jan 2022 Kiyoon Kim, Shreyank N Gowda, Oisin Mac Aodha, Laura Sevilla-Lara

We address the problem of capturing temporal information for video classification in 2D networks, without increasing their computational cost.

Action Recognition Optical Flow Estimation +2

A New Split for Evaluating True Zero-Shot Action Recognition

1 code implementation27 Jul 2021 Shreyank N Gowda, Laura Sevilla-Lara, Kiyoon Kim, Frank Keller, Marcus Rohrbach

We benchmark several recent approaches on the proposed True Zero-Shot(TruZe) Split for UCF101 and HMDB51, with zero-shot and generalized zero-shot evaluation.

Few-Shot action recognition Few Shot Action Recognition +2

Extreme Low Resolution Activity Recognition with Multi-Siamese Embedding Learning

no code implementations3 Aug 2017 Michael S. Ryoo, Kiyoon Kim, Hyun Jong Yang

This paper presents an approach for recognizing human activities from extreme low resolution (e. g., 16x12) videos.

Activity Recognition Privacy Preserving

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