| ชื่อเรื่อง | : | Orientation selectivity based structure for texture classification |
| นักวิจัย | : | Wu, Jinjian , Lin, Weisi , Shi, Guangming , Zhang, Yazhong , Lu, Liu |
| คำค้น | : | DRNTU::Engineering::Electrical and electronic engineering::Optics, optoelectronics, photonics |
| หน่วยงาน | : | Nanyang Technological University, Singapore |
| ผู้ร่วมงาน | : | Dai, Qionghai , Shimura, Tsutomu |
| ปีพิมพ์ | : | 2557 |
| อ้างอิง | : | Wu, J., Lin, W., Shi, G., Zhang, Y., & Lu, L. (2014). Orientation selectivity based structure for texture classification. Proceedings of SPIE 9273, Optoelectronic Imaging and Multimedia Technology III, 9273. , http://hdl.handle.net/10220/25123 , http://dx.doi.org/10.1117/12.2071438 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | - |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | Local structure, e.g., local binary pattern (LBP), is widely used in texture classification. However, LBP is too sensitive to disturbance. In this paper, we introduce a novel structure for texture classification. Researches on cognitive neuroscience indicate that the primary visual cortex presents remarkable orientation selectivity for visual information extraction. Inspired by this, we investigate the orientation similarities among neighbor pixels, and propose an orientation selectivity based pattern for local structure description. Experimental results on texture classification demonstrate that the proposed structure descriptor is quite robust to disturbance. |
| บรรณานุกรม | : |
Wu, Jinjian , Lin, Weisi , Shi, Guangming , Zhang, Yazhong , Lu, Liu . (2557). Orientation selectivity based structure for texture classification.
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Wu, Jinjian , Lin, Weisi , Shi, Guangming , Zhang, Yazhong , Lu, Liu . 2557. "Orientation selectivity based structure for texture classification".
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Wu, Jinjian , Lin, Weisi , Shi, Guangming , Zhang, Yazhong , Lu, Liu . "Orientation selectivity based structure for texture classification."
กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2557. Print. Wu, Jinjian , Lin, Weisi , Shi, Guangming , Zhang, Yazhong , Lu, Liu . Orientation selectivity based structure for texture classification. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2557.
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