Search Results for author: Keshav Bhandari

Found 5 papers, 0 papers with code

Motifs, Phrases, and Beyond: The Modelling of Structure in Symbolic Music Generation

no code implementations12 Mar 2024 Keshav Bhandari, Simon Colton

Modelling musical structure is vital yet challenging for artificial intelligence systems that generate symbolic music compositions.

Music Generation

Optical Flow Estimation in 360$^\circ$ Videos: Dataset, Model and Application

no code implementations27 Jan 2023 Bin Duan, Keshav Bhandari, Gaowen Liu, Yan Yan

Moreover, we present a novel Siamese representation Learning framework for Omnidirectional Flow (SLOF) estimation, which is trained in a contrastive manner via a hybrid loss that combines siamese contrastive and optical flow losses.

Egocentric Activity Recognition Optical Flow Estimation +1

Learning Omnidirectional Flow in 360-degree Video via Siamese Representation

no code implementations7 Aug 2022 Keshav Bhandari, Bin Duan, Gaowen Liu, Hugo Latapie, Ziliang Zong, Yan Yan

Optical flow estimation in omnidirectional videos faces two significant issues: the lack of benchmark datasets and the challenge of adapting perspective video-based methods to accommodate the omnidirectional nature.

Optical Flow Estimation Representation Learning

Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset

no code implementations15 Oct 2020 Keshav Bhandari, Mario A. DeLaGarza, Ziliang Zong, Hugo Latapie, Yan Yan

To bridge this gap, in this paper we propose a novel Egocentric (first-person) 360{\deg} Kinetic human activity video dataset (EgoK360).

Egocentric Activity Recognition Video Understanding

Revisiting Optical Flow Estimation in 360 Videos

no code implementations15 Oct 2020 Keshav Bhandari, Ziliang Zong, Yan Yan

Second, we refine the network by training with augmented data in a supervised manner.

Data Augmentation Domain Adaptation +1

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