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12/23/2021
NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning
In the light of recent analyses on privacy-concerning scene revelation f...
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08/16/2021
Reassessing the Limitations of CNN Methods for Camera Pose Regression
In this paper, we address the problem of camera pose estimation in outdo...
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06/17/2020
HyNet: Local Descriptor with Hybrid Similarity Measure and Triplet Loss
Recent works show that local descriptor learning benefits from the use o...
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05/27/2020
D2D: Keypoint Extraction with Describe to Detect Approach
In this paper, we present a novel approach that exploits the information...
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01/24/2020
SOLAR: Second-Order Loss and Attention for Image Retrieval
Recent works in deep-learning have shown that utilising second-order inf...
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01/20/2020
UR2KiD: Unifying Retrieval, Keypoint Detection, and Keypoint Description without Local Correspondence Supervision
In this paper, we explore how three related tasks, namely keypoint detec...
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04/10/2019
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning
Despite the fact that Second Order Similarity (SOS) has been used with s...
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08/01/2017
Learning Deep Convolutional Embeddings for Face Representation Using Joint Sample- and Set-based Supervision
In this work, we investigate several methods and strategies to learn dee...
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07/08/2016
Siamese Regression Networks with Efficient mid-level Feature Extraction for 3D Object Pose Estimation
In this paper we tackle the problem of estimating the 3D pose of object ...
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01/19/2016