Domain Adaptation in Computer Vision Applications最新文献

Unsupervised Domain Adaptation Based on Subspace Alignment 基于子空间对齐的无监督域自适应

Domain Adaptation in Computer Vision Applications Pub Date : 2017-09-13 DOI: 10.1007/978-3-319-58347-1_4

Basura Fernando, Rahaf Aljundi, R. Emonet, Amaury Habrard, M. Sebban, T. Tuytelaars

引用次数: 5

From Virtual to Real World Visual Perception Using Domain Adaptation - The DPM as Example 从虚拟世界到现实世界的视觉感知——以DPM为例

Domain Adaptation in Computer Vision Applications Pub Date : 2016-12-29 DOI: 10.1007/978-3-319-58347-1_13

Antonio M. López, Jiaolong Xu, J. L. Gómez, David Vázquez, G. Ros

引用次数: 11

Unifying Multi-domain Multitask Learning: Tensor and Neural Network Perspectives 统一多领域多任务学习:张量和神经网络的观点

Domain Adaptation in Computer Vision Applications Pub Date : 2016-11-28 DOI: 10.1007/978-3-319-58347-1_16

Yongxin Yang, Timothy M. Hospedales

引用次数: 10

Adaptive Transductive Transfer Machines: A Pipeline for Unsupervised Domain Adaptation 自适应转导传输机:一种无监督域自适应管道

Domain Adaptation in Computer Vision Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-58347-1_6

Nazli Farajidavar, T. D. Campos, J. Kittler

引用次数: 2

Generalizing Semantic Part Detectors Across Domains 跨域泛化语义部分检测器

Domain Adaptation in Computer Vision Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-58347-1_14

David Novotný, Diane Larlus, A. Vedaldi

引用次数: 0

A Comprehensive Survey on Domain Adaptation for Visual Applications 面向视觉应用的领域自适应研究综述

Domain Adaptation in Computer Vision Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-58347-1_1

G. Csurka

引用次数: 268

What to Do When the Access to the Source Data Is Constrained? 当对源数据的访问受限时该怎么办?

Domain Adaptation in Computer Vision Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-58347-1_7

G. Csurka, Boris Chidlovskii, S. Clinchant

引用次数: 0

Semantic Segmentation of Urban Scenes via Domain Adaptation of SYNTHIA 基于SYNTHIA的城市场景语义分割

Domain Adaptation in Computer Vision Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-58347-1_12

G. Ros, Laura Sellart, Gabriel Villalonga, Elias Maidanik, F. Molero, Marc Garcia, Adriana Cedeño, Francisco Perez, Didier Ramirez, Eduardo Escobar, J. L. Gómez, David Vázquez, Antonio M. López

引用次数: 5

A Multisource Domain Generalization Approach to Visual Attribute Detection 一种多源域泛化视觉属性检测方法

Domain Adaptation in Computer Vision Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-58347-1_15

Chuang Gan, Tianbao Yang, Boqing Gong

引用次数: 1

Learning Domain Invariant Embeddings by Matching Distributions 通过匹配分布学习域不变嵌入

Domain Adaptation in Computer Vision Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-58347-1_5

Mahsa Baktash, M. Harandi, M. Salzmann

引用次数: 5