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Chongqing Feilong Jiangli collects the latest information for you, so that you can get the most cutting-edge technical information. Researchers at University of Michigan, by focusing on human gait, body symmetry and foot position, use more precise technology than now to teach autopilot to identify and predict pedestrian actions. Data collected by vehicles through cameras, lidars and GPS allow researchers to capture video clips of human action and reproduce them in three-dimensional computer simulations. On this basis, scientists have created a "biomechanically inspired recurrent neural network" to classify human actions.

According to the researchers, they can use the neural network to predict the movement and future position of one or more pedestrians 50 yards away from the car. If a vehicle wants to have the necessary predictive ability, the neural network needs to study the details of human movements in depth: the rhythm of human gait, the mirror image of symmetrical limbs and the way in which the position of feet affects human stability when walking.

Many machine learning algorithms that upgrade the level of automatic driving to the present level involve two-dimensional images. If a computer is shown millions of pictures with parking signs, it will eventually be able to recognize them in real time. By using a few seconds of video clips, the University of Michigan system can study the first half of the video and make predictions, then confirm the predictions with the second half of the video.

The research results show that this new system improves the ability of the autopilot to predict the most probable situation in the future. Finally, the system can enhance the safety of the self driving vehicle.

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    • By Counterman
      link hidden, please login to view announced its upcoming Automotive Summit, which will bring together automotive industry leaders and experts for a one-day event featuring insightful discussions and networking opportunities on Oct. 3 in Midland, Michigan. Organized by the Center for Automotive & Mobility Studies (CAMS) at Northwood University, the
      link hidden, please login to view will cover a range of key topics facing the automotive industry today, including retail trends, dealer relations, F&I, compliance and regulations, and the state of the automotive aftermarket sector. “The CAMS industry Summit is a unique opportunity for industry professionals and future leaders to come together and explore the dynamics shaping the automotive landscape,” said Dr. Matthew Bennett, vice president of strategic alliances and CAMS. “Northwood University is committed to fostering meaningful dialogue that drives innovation and growth in this critical sector.”
      The CAMS Industry Summit will kick off at 8 a.m. Oct. 3 with networking and coffee, followed by a series of sessions featuring prominent industry figures, Northwood University said, including:
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      -Jeff Beals, senior vice president, professional services, CDK Global
      -Brian Benstock, general manager and vice president, Paragon Honda & Acura
      -Mike Cavanaugh, regional vice president, Lithia and Driveway
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      -Ted Ings, founder, Ted Ings’ Fixed Ops Roundtable
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    • By Counterman
      link hidden, please login to view, through Northwood University, is holding Session I of its Leadership 2.0 course. The first five-day session continues through August 15. Northwood calls the class in tactical leadership for the aftermarket “a tremendous learning experience, with excellent presenters and supporters.” Leadership 2.0 includes a blend of industry research and market analysis, discussion and debate on the challenges confronting the light vehicle and heavy-duty aftermarket. Also discussed are competitive strategies, interpersonal communication skills, contract negotiations, conflict resolution, organizational culture, cyber-security best practices, insight into supply chain solutions, and other industry topics and trends.
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    • By Counterman
      Photo caption: Bill Hanvey, president and CEO, Auto Care Association (pictured on the right), teaches an automotive aftermarket course during a recent visit to Northwood University in Midland, Michigan.
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      Auto Care President and CEO Bill Hanvey was the guest lecturer for several Northwood University automotive aftermarket courses at its Midland, Michigan, campus, alongside several Auto Care Association team members.
      “One of the most fulfilling parts of my job is preparing the next generation of leadership for our industry,” said Hanvey. “Northwood University students are engaging, intelligent and care deeply about their career potential. The entire university staff is fully invested in their success and opportunities for industry leaders to share their experiences with the students are invaluable for the students and the executive as well. We are thrilled at the level of collaboration between Northwood and Auto Care to bring necessary training and education to the men and women both in the industry now, and those considering a career in the future.”
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      link hidden, please login to view is the only one of its kind. Students in this program are fueled by their passions for cars, the aftermarket and turning their passion into a future career.  The program has a nearly 100% employment rate for all graduates in the program, according to Northwood.  
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    • By Counterman
      The University of Aftermarket, through Northwood University announced that registration is open for many upcoming professional-development opportunities.
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    • By Counterman
      The Aftermarket Warehouse Distributors Association (AWDA), a community of the Auto Care Association, announced its pledge of support to Northwood University’s University of the Aftermarket by donating four scholarships for industry professionals to participate in the university’s upcoming Leadership 2.0 program.
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      Learn more about AWDA at
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