Search Results for author: Miroslaw Bober

Found 12 papers, 0 papers with code

Understanding the Distributions of Aggregation Layers in Deep Neural Networks

no code implementations9 Jul 2021 Eng-Jon Ong, Sameed Husain, Miroslaw Bober

However, this requires the knowledge of the distributions of the activations of aggregation layers.

REMAP: Multi-layer entropy-guided pooling of dense CNN features for image retrieval

no code implementations15 Jun 2019 Syed Sameed Husain, Miroslaw Bober

On image retrieval datasets Holidays, Oxford and MPEG, the REMAP descriptor achieves mAP of 95. 5%, 91. 5%, and 80. 1% respectively, outperforming any results published to date.

Image Retrieval

Automatic Delineation of Kidney Region in DCE-MRI

no code implementations26 May 2019 Santosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge

To address this issue, we present Dynamic Mode Decomposition (DMD) coupled with thresholding and blob analysis as a framework for automatic delineation of the kidney region.

The Lexical Gap: An Improved Measure of Automated Image Description Quality

no code implementations WS 2019 Austin Kershaw, Miroslaw Bober

The challenge of automatically describing images and videos has stimulated much research in Computer Vision and Natural Language Processing.

Visual Semantic Information Pursuit: A Survey

no code implementations13 Mar 2019 Daqi Liu, Miroslaw Bober, Josef Kittler

Since it helps to enhance the accuracy and the consistency of the resulting interpretation, visual context reasoning is often incorporated with visual perception in current deep end-to-end visual semantic information pursuit methods.

Graph Generation Object Detection +3

Cultivating DNN Diversity for Large Scale Video Labelling

no code implementations13 Jul 2017 Mikel Bober-Irizar, Sameed Husain, Eng-Jon Ong, Miroslaw Bober

We investigate factors controlling DNN diversity in the context of the Google Cloud and YouTube-8M Video Understanding Challenge.

Video Understanding

Can DMD obtain a Scene Background in Color?

no code implementations22 Jul 2016 Santosh Tirunagari, Norman Poh, Miroslaw Bober, David Windridge

A background model describes a scene without any foreground objects and has a number of applications, ranging from video surveillance to computational photography.

Improved Hamming Distance Search Using Variable Length Substrings

no code implementations CVPR 2016 Eng-Jon Ong, Miroslaw Bober

To this end, we propose a novel, unsupervised approach to thresholded search in Hamming space, supporting long codes (e. g. 512-bits) with a wide-range of Hamming distance radii.

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