  For the high granularity and high energy resolution, Silicon Strip Detector
(SSD) is widely applied in assembling telescopes to measure the charged
particles in heavy ion reactions. In this paper, we present a novel method to
achieve track recognition in the SSD telescopes of the Compact Spectrometer for
Heavy Ion Experiment (CSHINE). Each telescope consists of a single-sided
silicon strip detector (SSSSD) and a double-sided silicon strip detector
(DSSSD) backed by $3 \times 3$ CsI(Tl) crystals. Detector calibration and track
reconstruction are implemented. Special decoding algorithm is developed for the
multi-track recognition procedure to deal with the multi-hit effect convoluted
by charge sharing and the missing signals with certain probability. It is
demonstrated that the track recognition efficiency of the method is
approximately 90\% and 80\% for the DSSSD-CsI and SSSSD-DSSSD events,
respectively.
