Search Results for author: Y Qian

Found 4 papers, 0 papers with code

Algorithmic clothing: hybrid recommendation, from street-style-to-shop

no code implementations26 May 2017 Y Qian, P Giaccone, M Sasdelli, E Vasquez, B Sengupta

In this paper we detail Cortexica's (https://www. cortexica. com) recommendation framework -- particularly, we describe how a hybrid visual recommender system can be created by combining conditional random fields for segmentation and deep neural networks for object localisation and feature representation.

General Classification Recommendation Systems +1

Deep Tensor Encoding

no code implementations18 Mar 2017 B Sengupta, E Vasquez, Y Qian

Learning an encoding of feature vectors in terms of an over-complete dictionary or a information geometric (Fisher vectors) construct is wide-spread in statistical signal processing and computer vision.

Information Retrieval Retrieval

Large-scale image analysis using docker sandboxing

no code implementations7 Mar 2017 B Sengupta, E Vazquez, M Sasdelli, Y Qian, M Peniak, L Netherton, G Delfino

With the advent of specialized hardware such as Graphics Processing Units (GPUs), large scale image localization, classification and retrieval have seen increased prevalence.

General Classification Retrieval

Differential Geometric Retrieval of Deep Features

no code implementations21 Feb 2017 Y Qian, E Vazquez, B Sengupta

In this paper, we compare distance metrics (and divergences) to rank features generated from a neural network, for content-based image retrieval.

Content-Based Image Retrieval Retrieval

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