140 citations · 375 across the 33 of their papers we have counts for
5 papers · 1 filter
Generating captions without looking beyond objects
Hendrik Heuer, Christof Monz, Arnold W. M. Smeulders
This paper explores new evaluation perspectives for image captioning and introduces a noun translation task that achieves comparative image caption generation performance by transl…
Searching Scenes by Abstracting Things
Svetlana Kordumova, Jan C. van Gemert, Cees G. M. Snoek +1
In this paper we propose to represent a scene as an abstraction of 'things'. We start from 'things' as generated by modern object proposals, and we investigate their immediately ob…
Generic Instance Search and Re-identification from One Example via Attributes and Categories
Ran Tao, Arnold W. M. Smeulders, Shih-Fu Chang
This paper aims for generic instance search from one example where the instance can be an arbitrary object like shoes, not just near-planar and one-sided instances like buildings a…
Siamese Instance Search for Tracking
Ran Tao, Efstratios Gavves, Arnold W. M. Smeulders
In this paper we present a tracker, which is radically different from state-of-the-art trackers: we apply no model updating, no occlusion detection, no combination of trackers, no…
Structured Receptive Fields in CNNs
Jörn-Henrik Jacobsen, Jan van Gemert, Zhongyu Lou +1
Learning powerful feature representations with CNNs is hard when training data are limited. Pre-training is one way to overcome this, but it requires large datasets sufficiently si…