Person Tracking on Binary Switch Floor Dataset ---------------------------------------------- (c) 2012, Jaakko Suutala Please cite the related papers [1] and [2] when using the dataset. Datasets --------- These files contain all the raw data recorded from two simultaneous subject to be used in tracking task on binary switch sensor floor. Files are named 'floorTrackId_SessionId.txt' (e.g. floor1_1.txt) and each file has raw data from one type of walking sequence on the floor performed by two subjects. Each file has a form (data matrices from 1 to n): time: timestamp_1 (milliseconds) floor_matrix_1 (binary) time: timestamp_2 floor_matrix_2 ... time: timestamp_n floor_matrix_n Sensor values: 0=sensor switch OFF 1=sensor switch ON Description of files: File name Description ------------------------------------- floor1_1.txt passing by (right) floor1_2.txt from door1 to table floor1_3.txt from door2 to door1 floor1_4.txt "" floor1_5.txt "" floor1_6.txt "" floor1_7.txt "" floor1_8.txt "" floor1_9.txt "" floor1_10.txt "" ------------------------------------------- floor2_1.txt passing by (right) floor2_2.txt from door1 to door2 floor2_3.txt from door2 to door1 floor2_4.txt "" floor2_5.txt "" floor2_6.txt "" floor2_7.txt "" floor2_8.txt "" floor2_9.txt "" floor2_10.txt "" -------------------------------------------- floor3_1.txt towards and back floor3_2.txt form door1 and door2 floor3_3.txt "" floor3_4.txt "" floor3_5.txt "" floor3_6.txt "" floor3_7.txt "" floor3_8.txt "" floor3_9.txt "" floor3_10.txt "" -------------------------------------------- floor4_1.txt crossing and passing (left) floor4_2.txt from door1 to table floor4_3.txt from door2 to door1 floor4_4.txt "" floor4_5.txt "" floor4_6.txt "" fllor7_7.txt "" floor4_8.txt "" floor4_9.txt "" floor4_10.txt "" --------------------------------------------- floor5_1.txt same direction floor5_2.txt form door1 to door2 floor5_3.txt "" floor5_4.txt "" floor5_5.txt "" floor5_6.txt "" floor5_7.txt "" floor5_8.txt "" floor5_9.txt "" floor5_10.txt "" --------------------------------------------------------- floor6a_1.txt still (with little move) and moving floor6a_2.txt from door1 to door2 floor6a_3.txt (distance > 50cm) floor6a_4.txt "" floor6a_5.txt "" floor6a_6.txt "" floor6a_7.txt "" floor6a_8.txt "" floor6a_9.txt "" floor6a_10.txt "" --------------------------------------------------------------- floor6b_1.txt still (with little move) and moving floor6b_2.txt from door1 to door2 floor6b_3.txt (distance < 50 cm) floor6b_4.txt "" floor6b_5.txt "" floor6b_6.txt "" floor6b_7.txt "" floor6b_8.txt "" floor6b_9.txt "" floor6b_10.txt "" ----------------------------------------------------------------------- floor_all.txt moving freely on the sensor area refer to video "gpjpf_tracking_with_titles.avi" ----------------------------------------------------------------------- References ---------- [1] Suutala J. (2012) Learning Discriminative Models from Structured Multi-sensor Data for Human Context Recognition, Doctoral Thesis, University of Oulu. [2] Suutala J., Fujinami K. & Röning J. (2010) Persons tracking with Gaussian Process joint Particle Filtering. Proc. IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010), Kittilä, Finland.