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MM
2015
ACM
121views Multimedia» more  MM 2015»
9 years 10 months ago
MatConvNet: Convolutional Neural Networks for MATLAB
MatConvNet is an open source implementation of Convolutional Neural Networks (CNNs) with a deep integration in the MATLAB environment. The toolbox is designed with an emphasis on ...
Andrea Vedaldi, Karel Lenc
MM
2015
ACM
48views Multimedia» more  MM 2015»
9 years 10 months ago
Unsupervised Cosegmentation based on Global Graph Matching
Cosegmentation is defined as the task of segmenting a common object from multiple images. Hitherto, graph matching has been known as a promising approach because of its flexibil...
Takanori Tamanaha, Hideki Nakamaya
MM
2015
ACM
35views Multimedia» more  MM 2015»
9 years 10 months ago
Fast and Accurate Content-based Semantic Search in 100M Internet Videos
Large-scale content-based semantic search in video is an interesting and fundamental problem in multimedia analysis and retrieval. Existing methods index a video by the raw concep...
Lu Jiang, Shoou-I Yu, Deyu Meng, Yi Yang, Teruko M...
MM
2015
ACM
6views Multimedia» more  MM 2015»
9 years 10 months ago
Gyro-based Camera-motion Detection in User-generated Videos
We propose a gyro-based camera-motion detection method for videos captured with smartphones. First, the delay between the acquisition of video and gyroscope data is estimated usin...
Sophia Bano, Andrea Cavallaro, Xavier Parra
Multimedia
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