Sabarinath Mahadevan | DeepAI

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∙ 06/01/2023

AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation

During interactive segmentation, a model and a user work together to del...

0 Yuanwen Yue, et al. ∙

∙ 04/13/2023

DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer

Most state-of-the-art instance segmentation methods rely on large amount...

6 Amit Kumar Rana, et al. ∙

∙ 09/29/2022

4D-StOP: Panoptic Segmentation of 4D LiDAR using Spatio-temporal Object Proposal Generation and Aggregation

In this work, we present a new paradigm, called 4D-StOP, to tackle the t...

9 Lars Kreuzberg, et al. ∙

∙ 11/15/2021

D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos

Despite receiving significant attention from the research community, the...

10 Christian Schmidt, et al. ∙

∙ 08/26/2020

Making a Case for 3D Convolutions for Object Segmentation in Videos

The task of object segmentation in videos is usually accomplished by pro...

9 Sabarinath Mahadevan, et al. ∙

∙ 03/18/2020

STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos

Existing methods for instance segmentation in videos typically involve m...

6 Ali Athar, et al. ∙

∙ 05/11/2018

Iteratively Trained Interactive Segmentation

Deep learning requires large amounts of training data to be effective. F...

0 Sabarinath Mahadevan, et al. ∙

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