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            <title><![CDATA[SZU-SIAT China: Model V.04 · Faint cells in a noisy synthetic scene (2026)]]></title>
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            <description><![CDATA[Synthetic microscopy (VNext val_seq000), low contrast and noisy. Left: raw input; right: RVM + ByteTrack predictions. A hard case for our pipeline. 60 frames, 2.95 simulated seconds, slowed to 10 s (same frames, none added). Wiki: https://2026.ig...]]></description>
            <content:encoded><![CDATA[<p>Synthetic microscopy (VNext val_seq000), low contrast and noisy. Left: raw input; right: RVM + ByteTrack predictions. A hard case for our pipeline. 60 frames, 2.95 simulated seconds, slowed to 10 s (same frames, none added).<br />
Wiki: <a href="https://2026.igem.wiki/szu-siat-china/dry-lab/model/" target="_blank" rel="noopener noreferrer">https://2026.igem.wiki/szu-siat-china/dry-lab/model/</a></p>
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            <media:title type="plain">SZU-SIAT China: Model V.04 · Faint cells in a noisy synthetic scene (2026)</media:title>
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            <title><![CDATA[SZU-SIAT China: Model V.03B · Farneback optical flow on a real (2026)]]></title>
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            <description><![CDATA[Farneback optical flow on the same window as V.03A (frames 0–15). Arrows show apparent image motion in px/frame, drawn 8× longer; the video's frame rate and scale are unknown. 15 frame pairs, slowed to 10 s (same frames, none added). Wiki: https:...]]></description>
            <content:encoded><![CDATA[<p>Farneback optical flow on the same window as V.03A (frames 0–15). Arrows show apparent image motion in px/frame, drawn 8× longer; the video's frame rate and scale are unknown. 15 frame pairs, slowed to 10 s (same frames, none added).<br />
Wiki: <a href="https://2026.igem.wiki/szu-siat-china/dry-lab/model/" target="_blank" rel="noopener noreferrer">https://2026.igem.wiki/szu-siat-china/dry-lab/model/</a></p>
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            <media:title type="plain">SZU-SIAT China: Model V.03B · Farneback optical flow on a real (2026)</media:title>
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            <title><![CDATA[SZU-SIAT China: Model V.03A · PIV32 motion arrows on a real (2026)]]></title>
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            <pubDate>Tue, 20 Oct 2026 08:48:19 GMT</pubDate>
            <description><![CDATA[PIV32 on the first window (frames 0–15) of a real E. coli microscopy video. Arrows show apparent image motion in px/frame, drawn 8× longer; the video's frame rate and scale are unknown. 15 frame pairs, slowed to 10 s (same frames, none added). Wi...]]></description>
            <content:encoded><![CDATA[<p>PIV32 on the first window (frames 0–15) of a real E. coli microscopy video. Arrows show apparent image motion in px/frame, drawn 8× longer; the video's frame rate and scale are unknown. 15 frame pairs, slowed to 10 s (same frames, none added).<br />
Wiki: <a href="https://2026.igem.wiki/szu-siat-china/dry-lab/model/" target="_blank" rel="noopener noreferrer">https://2026.igem.wiki/szu-siat-china/dry-lab/model/</a></p>
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            <media:title type="plain">SZU-SIAT China: Model V.03A · PIV32 motion arrows on a real (2026)</media:title>
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            <title><![CDATA[SZU-SIAT China: Model V.02 · Real cells: found, followed and labelled (2026)]]></title>
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            <description><![CDATA[A real E. coli growth time-lapse (DeepBacs). Our model outlines each cell, follows it with a Track ID and labels its source (E = E_coli, J = JE2_source, NC = not classified; scores uncalibrated). 20 frames about 60 s apart, slowed to 10 s (same fr...]]></description>
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Wiki: <a href="https://2026.igem.wiki/szu-siat-china/dry-lab/model/" target="_blank" rel="noopener noreferrer">https://2026.igem.wiki/szu-siat-china/dry-lab/model/</a></p>
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            <title><![CDATA[SZU-SIAT China: Model V.01 · Four models track the same synthetic cells (2026)]]></title>
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            <description><![CDATA[Synthetic microscopy (VNext val_seq004): four segmentation models (R, RV, RM, RVM) with identical ByteTrack settings. Each coloured mask is a detected cell, its number a Track ID. 60 frames, 2.95 simulated seconds, slowed to 10 s (same frames, non...]]></description>
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Wiki: <a href="https://2026.igem.wiki/szu-siat-china/dry-lab/model/" target="_blank" rel="noopener noreferrer">https://2026.igem.wiki/szu-siat-china/dry-lab/model/</a></p>
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