Search Results for author: Kota Hara

Found 5 papers, 0 papers with code

Attentional Network for Visual Object Detection

no code implementations6 Feb 2017 Kota Hara, Ming-Yu Liu, Oncel Tuzel, Amir-Massoud Farahmand

We propose augmenting deep neural networks with an attention mechanism for the visual object detection task.

Object object-detection +1

Designing Deep Convolutional Neural Networks for Continuous Object Orientation Estimation

no code implementations6 Feb 2017 Kota Hara, Raviteja Vemulapalli, Rama Chellappa

The third method works by first converting the continuous orientation estimation task into a set of discrete orientation estimation tasks and then converting the discrete orientation outputs back to the continuous orientation using a mean-shift algorithm.

Fashion Apparel Detection: The Role of Deep Convolutional Neural Network and Pose-dependent Priors

no code implementations19 Nov 2014 Kota Hara, Vignesh Jagadeesh, Robinson Piramuthu

In this work, we propose and address a new computer vision task, which we call fashion item detection, where the aim is to detect various fashion items a person in the image is wearing or carrying.

object-detection Object Detection

Growing Regression Forests by Classification: Applications to Object Pose Estimation

no code implementations22 Dec 2013 Kota Hara, Rama Chellappa

We apply the regression forest employing our node splitting to head pose estimation (Euclidean target space) and car direction estimation (circular target space) and demonstrate that the proposed method significantly outperforms state-of-the-art methods (38. 5% and 22. 5% error reduction respectively).

General Classification Head Pose Estimation +1

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