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Instance Search

4 papers with code · Computer Vision

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Faster R-CNN Features for Instance Search

29 Apr 2016imatge-upc/retrieval-2016-deepvision

This work explores the suitability for instance retrieval of image- and region-wise representations pooled from an object detection CNN such as Faster R-CNN.

INSTANCE SEARCH OBJECT DETECTION REGION PROPOSAL

Class-Weighted Convolutional Features for Visual Instance Search

9 Jul 2017imatge-upc/retrieval-2017-cam

In this paper, we go beyond this spatial information and propose a local-aware encoding of convolutional features based on semantic information predicted in the target image.

IMAGE RETRIEVAL INSTANCE SEARCH

GlobalTrack: A Simple and Strong Baseline for Long-term Tracking

18 Dec 2019huanglianghua/GlobalTrack

Specifically, we propose GlobalTrack, a pure global instance search based tracker that makes no assumption on the temporal consistency of the target's positions and scales.

INSTANCE SEARCH

Bags of Local Convolutional Features for Scalable Instance Search

15 Apr 2016hbwang1427/image_retrieval

This work proposes a simple instance retrieval pipeline based on encoding the convolutional features of CNN using the bag of words aggregation scheme (BoW).

INSTANCE SEARCH