Search Results for author: A. Lynn Abbott

Found 4 papers, 2 papers with code

Adaptive Label Smoothing

no code implementations14 Sep 2020 Ujwal Krothapalli, A. Lynn Abbott

We present a novel approach to classification that combines the ideas of objectness and label smoothing during training.

General Classification Object Localization +1

Category-Level Articulated Object Pose Estimation

1 code implementation CVPR 2020 Xiaolong Li, He Wang, Li Yi, Leonidas Guibas, A. Lynn Abbott, Shuran Song

We develop a deep network based on PointNet++ that predicts ANCSH from a single depth point cloud, including part segmentation, normalized coordinates, and joint parameters in the canonical object space.

Pose Estimation

Input Fast-Forwarding for Better Deep Learning

1 code implementation23 May 2017 Ahmed Ibrahim, A. Lynn Abbott, Mohamed E. Hussein

This scheme is substantially different from "deep supervision" in which the loss layer is re-introduced to earlier layers.

An Image Dataset of Text Patches in Everyday Scenes

no code implementations20 Oct 2016 Ahmed Ibrahim, A. Lynn Abbott, Mohamed E. Hussein

Although much research has been devoted to text detection and recognition in scanned documents, relatively little attention has been given to text detection in other types of images, such as photographs that are posted on social-media sites.

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