| ชื่อเรื่อง | : | Greedy Learning of Multiple Objects in Images using Robust Statistics and Factorial Learning |
| นักวิจัย | : | Titsias, M. , Williams, Christopher |
| คำค้น | : | Institute for Adaptive and Neural Computation |
| หน่วยงาน | : | Edinburgh Research Archive, United Kingdom |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2547 |
| อ้างอิง | : | Titsias, M., Williams, C K I. (2004-05-01) Greedy Learning of Multiple Objects in Images using Robust Statistics and Factorial Learning, Neural Computation 16 (5) 1039-1062 , 0899-7667 , http://www.mitpressjournals.org/doi/pdf/10.1162/089976604773135096?cookieSet=1 , http://dx.doi.org/10.1162/089976604773135096 , http://hdl.handle.net/1842/3055 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | - |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | We consider data that are images containing views of multiple objects. Our task is to learn about each of the objects present in the images. This task can be approached as a factorial learning problem, where each image must be explained by instantiating a model for each of the objects present with the correct instantiation parameters. A major problem with learning a factorial model is that as the number of objects increases, there is a combinatorial explosion of the number of configurations that need to be considered. We develop a method to extract object models sequentially from the data by making use of a robust statistical method, thus avoiding the combinatorial explosion, and present results showing successful extraction of objects from real images. |
| บรรณานุกรม | : |
Titsias, M. , Williams, Christopher . (2547). Greedy Learning of Multiple Objects in Images using Robust Statistics and Factorial Learning.
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom . Titsias, M. , Williams, Christopher . 2547. "Greedy Learning of Multiple Objects in Images using Robust Statistics and Factorial Learning".
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom . Titsias, M. , Williams, Christopher . "Greedy Learning of Multiple Objects in Images using Robust Statistics and Factorial Learning."
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom , 2547. Print. Titsias, M. , Williams, Christopher . Greedy Learning of Multiple Objects in Images using Robust Statistics and Factorial Learning. กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom ; 2547.
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