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height:1.0cm'> <p class=MsoNormal style='margin-top:12.0pt;margin-right:0cm;margin-bottom: 12.0pt;margin-left:0cm'><span class=style491><span lang=EN-US style='font-size:13.5pt;font-family:"Verdana","sans-serif";mso-ansi-language: EN-US'>About the Intelligent Human-Machine Systems (IMHS) lab</span></span><span class=style551><span lang=EN-US style='font-size:9.0pt;font-family:"Verdana","sans-serif"; color:black;mso-ansi-language:EN-US'><o:p></o:p></span></span></p> </td> </tr> <tr style='mso-yfti-irow:1;height:89.25pt'> <td width=634 style='width:475.45pt;background:white;padding:0cm 0cm 0cm 0cm; height:89.25pt'> <div> <p class=MsoNormal style='margin-top:12.0pt;margin-right:0cm;margin-bottom: 12.0pt;margin-left:0cm'><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:"Verdana","sans-serif";mso-fareast-font-family: "Times New Roman";color:black;mso-ansi-language:EN-US'>The Intelligent Human-Machine Systems (IHMS) Lab was created by Professor Yingzi Lin when she joined Northeastern University in August 2005, and it has been growing rapidly ever since. She and her lab members all aim to address the following research question:<o:p></o:p></span></span></p> <p class=MsoNormal style='margin-top:12.0pt;margin-right:0cm;margin-bottom: 12.0pt;margin-left:0cm'><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:"Verdana","sans-serif";mso-fareast-font-family: "Times New Roman";color:black;mso-ansi-language:EN-US'>What if machines can recognize and respond to your physical states and/or emotions? At the Intelligent Human-Machine Systems (IHMS) Laboratory, we are working hard to make it a reality.<o:p></o:p></span></span></p> <p class=MsoNormal style='margin-top:12.0pt;margin-right:0cm;margin-bottom: 12.0pt;margin-left:0cm'><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:"Verdana","sans-serif";mso-fareast-font-family: "Times New Roman";color:black;mso-ansi-language:EN-US'>Our goal is to develop intelligent machine systems that assist and interact with human operators. The goal is to apply non-intrusive sensing technology to detect physiological signals, and then use sensor fusion to infer the human states and provide feedback. Finally, we develop advanced human assistance systems that function as mediator between machines and human operators  intelligent human machine interaction.<o:p></o:p></span></span></p> <p class=MsoNormal style='margin-top:12.0pt;margin-right:0cm;margin-bottom: 12.0pt;margin-left:0cm'><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:"Verdana","sans-serif";mso-fareast-font-family: "Times New Roman";color:black;mso-ansi-language:EN-US'>A few example projects we have been working on, are: <o:p></o:p></span></span></p> <p class=MsoListParagraphCxSpFirst style='margin-top:12.0pt;margin-right: 0cm;margin-bottom:12.0pt;margin-left:25.35pt;mso-add-space:auto;text-indent: -14.2pt;mso-list:l0 level1 lfo1'><![if !supportLists]><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:Symbol;mso-fareast-font-family: Symbol;mso-bidi-font-family:Symbol;color:black;mso-ansi-language:EN-US'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></span><![endif]><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman";color:black;mso-ansi-language: EN-US'>Developing intelligent materials, that can be used to infer operator states through sensing of physiological parameters; <o:p></o:p></span></span></p> <p class=MsoListParagraphCxSpMiddle style='margin-top:12.0pt;margin-right: 0cm;margin-bottom:12.0pt;margin-left:25.35pt;mso-add-space:auto;text-indent: -14.2pt;mso-list:l0 level1 lfo1'><![if !supportLists]><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:Symbol;mso-fareast-font-family: Symbol;mso-bidi-font-family:Symbol;color:black;mso-ansi-language:EN-US'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></span><![endif]><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman";color:black;mso-ansi-language: EN-US'>Developing mathematical models to calculate perceive aesthetic of computer interface, and how this perceived can affect usability and performance; <o:p></o:p></span></span></p> <p class=MsoListParagraphCxSpMiddle style='margin-top:12.0pt;margin-right: 0cm;margin-bottom:12.0pt;margin-left:25.35pt;mso-add-space:auto;text-indent: -14.2pt;mso-list:l0 level1 lfo1'><![if !supportLists]><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:Symbol;mso-fareast-font-family: Symbol;mso-bidi-font-family:Symbol;color:black;mso-ansi-language:EN-US'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></span><![endif]><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman";color:black;mso-ansi-language: EN-US'>Recognizing facial expressions and how these are linked to emotional states, and modeling human-like facial expressions in computer interfaces; <o:p></o:p></span></span></p> <p class=MsoListParagraphCxSpLast style='margin-top:12.0pt;margin-right: 0cm;margin-bottom:12.0pt;margin-left:25.35pt;mso-add-space:auto;text-indent: -14.2pt;mso-list:l0 level1 lfo1'><![if !supportLists]><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:Symbol;mso-fareast-font-family: Symbol;mso-bidi-font-family:Symbol;color:black;mso-ansi-language:EN-US'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></span></span><![endif]><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman";color:black;mso-ansi-language: EN-US'>Developing alternative input devices to help people with disabilities overcome the accessibility issues they face when trying to use conventional computer interfaces.<o:p></o:p></span></span></p> <p class=MsoNormal style='margin-top:12.0pt;margin-right:0cm;margin-bottom: 12.0pt;margin-left:0cm'><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:"Verdana","sans-serif";mso-fareast-font-family: "Times New Roman";color:black;mso-ansi-language:EN-US'>As you can see, the types of projects we work on are quite different in nature, but they all have a similar goal: to make human-machine interaction more efficient, effective and satisfying. Technology should work for people, not the other way around.<o:p></o:p></span></span></p> <p class=MsoNormal style='margin-top:12.0pt;margin-right:0cm;margin-bottom: 12.0pt;margin-left:0cm'><span class=style551><span lang=EN-US style='font-size:10.5pt;font-family:"Verdana","sans-serif";mso-fareast-font-family: "Times New Roman";color:black;mso-ansi-language:EN-US'>Please use the tabs in the navigation bar on the left to visit the different pages on our lab. Here you can read more about our people, projects, activities, etc.<o:p></o:p></span></span></p> </div> </td> </tr> <tr style='mso-yfti-irow:2;height:33.0pt'> <td width=634 style='width:475.45pt;background:white;padding:0cm 0cm 0cm 0cm; height:33.0pt'> <p class=MsoNormal><strong><span lang=EN-US style='font-size:10.5pt; font-family:"Verdana","sans-serif";mso-fareast-font-family:"Times New Roman"; color:black;mso-ansi-language:EN-US;font-weight:normal;mso-bidi-font-weight: bold'><o:p>&nbsp;</o:p></span></strong></p> <p class=MsoNormal><strong><span lang=EN-US style='font-size:10.5pt; font-family:"Verdana","sans-serif";mso-fareast-font-family:"Times New Roman"; color:black;mso-ansi-language:EN-US;font-weight:normal;mso-bidi-font-weight: bold'>Please also take a moment to visit the website of our Sister Laboratory:</span></strong><b style='mso-bidi-font-weight:normal'><span lang=EN-US style='font-size:10.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman";color:black;mso-ansi-language: EN-US'> </span></b><span lang=EN-US style='mso-ansi-language:EN-US'><o:p></o:p></span></p> <p class=MsoNormal><span style='font-size:10.5pt;font-family:"Verdana","sans-serif"; mso-fareast-font-family:"Times New Roman";color:black'><a href="http://www.coe.neu.edu/Research/velab/" target="_blank"><span class=style551>the Virtual Environments Laboratory</span> </a><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:3;mso-yfti-lastrow:yes;height:14.15pt'> <td width=634 style='width:475.45pt;background:white;padding:0cm 0cm 0cm 0cm; height:14.15pt'></td> </tr> </table> </td> </tr> </table> </div> <p>&nbsp;</p> </div> </body> </html>