首页> 外文会议>Multimodal Biomedical Imaging II; Progress in Biomedical Optics and Imaging; vol.8 no.8; Proceedings of SPIE-The International Society for Optical Engineering; vol.6431 >Fast interactive registration tool for reproducible multi-spectral imaging for wound healing and treatment evaluation
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Fast interactive registration tool for reproducible multi-spectral imaging for wound healing and treatment evaluation

机译:快速交互式配准工具,可再现的多光谱成像可用于伤口愈合和治疗评估

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摘要

Multi-spectral images of human tissue taken in-vivo often contain image alignment problems as patients have difficulty in retaining their posture during the acquisition time of 20 seconds. Previously, it has been attempted to correct motion errors with image registration software developed for MR or CT data but these algorithms have been proven to be too slow and erroneous for practical use with multi-spectral images. A new software package has been developed which allows the user to play a decisive role in the registration process as the user can monitor the progress of the registration continuously and force it in the right direction when it starts to fail. The software efficiently exploits videocard hardware to gain speed and to provide a perfect subvoxel correspondence between registration field and display. An 8 bit graphic card was used to efficiently register and resample 12 bit images using the hardware interpolation modes present on the graphic card. To show the feasibility of this new registration process, the software was applied in clinical practice evaluating the dosimetry for psoriasis and KTP laser treatment. The microscopic differences between images of normal skin and skin exposed to UV light proved that an affine registration step including zooming and slanting is critical for a subsequent elastic match to have success. The combination of user interactive registration software with optimal addressing the potentials of PC video card hardware greatly improves the speed of multi spectral image registration.
机译:体内采集的人体组织的多光谱图像通常包含图像对齐问题,因为患者在20秒的采集时间内难以保持其姿势。以前,已经尝试使用针对MR或CT数据开发的图像配准软件来纠正运动错误,但是事实证明,这些算法对于多光谱图像的实际使用来说太慢且错误。已经开发了一种新的软件包,该软件包可让用户在注册过程中起决定性的作用,因为用户可以连续监视注册的进度,并在注册失败时以正确的方向强制注册。该软件有效利用视频卡硬件来提高速度,并在注册字段和显示之间提供完美的亚体素对应。使用图形卡上的硬件插值模式,使用8位图形卡有效地注册和重新采样12位图像。为了证明这种新注册过程的可行性,该软件已在临床实践中用于评估银屑病和KTP激光治疗的剂量测定。正常皮肤和暴露于紫外线下的皮肤图像之间的微观差异证明,包括缩放和倾斜的仿射配准步骤对于后续的弹性匹配取得成功至关重要。用户交互式注册软件与PC视频卡硬件的潜在潜力的最佳解决方案相结合,极大地提高了多光谱图像注册的速度。

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