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@@ -15,55 +15,32 @@ My research focusses on applying deep-learning based computer vision techniques | |
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| I finsihed my PhD from <a href="https://www.iastate.edu/" target="_blank">Iowa State University</a> in 2019 working with <a href="https://www.ccee.iastate.edu/directory/?user_page=anujs" target="_blank">Dr. Anuj Sharma</a> & <a href="http://home.engineering.iastate.edu/~chinmay/" target="_blank">Dr. Chinmay Hegde</a>. My Masters degree was from <a href="http://www.iitk.ac.in/" target="_blank">Indian Institute of Technology Kanpur</a> working with <a href="http://home.iitk.ac.in/~partha/" target="_blank">Dr. Partha Chakroborty</a> and my Bachelors degree from <a href="http://www.iiests.ac.in/" target="_blank">BESU, Shibpur</a> (present IIEST, Shibpur). | ||
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| **Positions available: (New)** I am looking for PhD and PostDocs with strong academic background intererested to work on exciting real-world intelligent transportation systems problems related to machine learning, computer vision, and reinforcement learning. Interested students can apply from the <a href="https://www.iitk.ac.in/ce/pg-admissions" target="_blank">IITK CE PG admission</a>. Candidates with only Bachelor’s degree in Civil Engineering having an excellent academic record can also apply. | ||
| **(New) Positions available:** I am looking for PhD and PostDoc candidates with strong academic background intererested to work on exciting real-world intelligent transportation systems problems related to machine learning, computer vision, and reinforcement learning. Candidates with only Bachelor’s degree in Civil Engineering having an excellent academic record can also apply for PhD degree. | ||
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| [//]: # Undergraduate students of IIT Kanpur interested in doing B. Tech projects can directly contact me by email. | ||
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| **Contact**: [email protected]; [email protected] | ||
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| **Office Address**: Room No. 805, Engineering Science Building -1 (Aerosol Building), IIT Kanpur | ||
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| News | ||
| Recent News | ||
| ====== | ||
| * **October 2024**: Three papers from our research group accepted in <a href="https://www.civil.iitb.ac.in/tpmdc/" target="_blank">TMPDC 2024</a> to be held in December 2024 in IIT Bombay. The lead authors of the papers are Pavan Kumar Sharma, Ankita Sharma, and Chirag Jaiswal | ||
| * **October 2024**: One paper from our research group, authoured by Shiva Singh, Pavan Kumar Sharma and Pranamesh Chakraborty, accepted in <a href="https://trb-annual-meeting.nationalacademies.org/" target="_blank">TRB Annual Meeting 2025</a> to be held in January 2025 in Washington D.C., USA. | ||
| * **September 2024**: Prof. Pranamesh Chakrabortywas invisted as one of distinguished speakers in the one-day workshop on “Applications of AI & Data Science in Transportation Engineering” at IIT Patna. | ||
| * **August 2024**: Our Research Associate, Sanjita Prajapati, has joined her PhD program in Iowa State University, USA. | ||
| * **August 2024**: Three M. Tech students from our research group, Aditya Mishra, Shiva Singh, and Shambhu Sing, successfully defended their M. Tech thesis. | ||
| * **June 2024**: Our research group successfully organized a challenge track on bike helmet violation detection in <a href="https://www.aicitychallenge.org/" target="_blank">AI City challenge</a> held in CVPR, 2024 in Seattle, USA. | ||
| * **March 2024**: Prof. Pranamesh Chakraborty and Prof. Chinmay Hegde have been awarded the NYU Tandon-IIT Kanpur Joint Research Funding Grant. NDTV news article covering this news is available <a href="https://www.ndtv.com/education/iit-kanpur-collaborates-with-new-york-university-on-7-innovative-research-projects-6237322" target="_blank">here</a>. | ||
| * **February 2024**: Review paper on <a href="https://www.sciencedirect.com/science/article/pii/S0952197624002756" target="_blank">driver gaze estimation and appliation</a> accepted in the journal *Engineering Applications of Artificial Intelligence* (I.F. 7.5). | ||
| * **May 2023**: Paper on <a href="https://www.mdpi.com/2673-7590/3/2/41" target="_blank"vision based vehicle movement classification</a> accepted in the journal *Future Transportation*. | ||
| * **March 2023**: Tanu Singh, PhD student in our research group, has been selected for the prestigious PMRF fellowship. | ||
| * **February 2023**: <a href="https://pranamesh.github.io/files/2023_veh_reidentification_mtits.pdf" target="_blank">One paper</a> accepted in the 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS 2023) to be held in Nice, France. | ||
| * **November 2022**: Our research group is organizing a track on bike helmet violation detection in <a href="https://www.aicitychallenge.org/" target="_blank">AI City challenge</a> to be held in CVPR, 2023 in Vancouver, Canada. | ||
| * **October 2022**: PhD students Tanu Singh and Pankaj Kumar and M. Tech students Aditya Mishra, D Bhargavi, Miska Singh, and Shiva Singh joins our research group. | ||
| * **October 2022**: PhD students Tanu Singh and Pankaj Kumar and M. Tech students Aditya Mishra, Ayush, Miska Singh, and Shiva Singh joins our research group. | ||
| * **October 2022**: Research Associate Sanjita Prajapati joins our research group. | ||
| * **August 2022**: Paper on <a href="https://pranamesh.github.io/files/2022_probe_data_jits.pdf" target="_blank">"Probe data based arterial signal performance"</a> published in Journal of Intelligent Transportation Systems. | ||
| * **May 2022**: Paper on <a href="https://pranamesh.github.io/files/2022_diabetes_aap.pdf" target="_blank">"Influence of Type I diabetes on driver stopping behavior"</a> published in Accident Analysis & Prevention Journal. | ||
| * **December 2021**: Paper on <a href="https://pranamesh.github.io/files/2021_sensor_health_bdat.pdf" target="_blank">"Large-scale data-driven traffic sensor health monitoring"</a> published in Journal of Big Data Analytics in Transportation. | ||
| * **October 2021**: <a href="https://pranamesh.github.io/publications/" target="_blank">Two papers</a> from our research group accepted in the upcoming TRB 2022 conference. | ||
| * **March 2021**: Working in the organizing team of NVIDIA <a href="https://www.aicitychallenge.org/" target="_blank">AI City Challenge</a> workshop in <a href="https://cvpr2021.thecvf.com/" target="_blank">CVPR 2021</a>. Preprint <a href="https://arxiv.org/abs/2104.12233" target="_blank">here</a>. | ||
| * **May 2021**: Udita Jana, PhD student in our research group, has been selected for the prestigious PMRF fellowship. | ||
| * **December 2020**: <a href="https://pranamesh.github.io/files/2021_comnets_accident.pdf" target="_blank">One paper</a> accepted in COMSNETS 2021: Intelligent Transportation Systems Workshop. | ||
| * **November 2020**: PhD students Udita Jana and Pavan Kumar Sharma and M. Tech students Sahil Jaiswal and Chirag Bharat Jaiswal joins our research group. | ||
| * **November 2020**: Invited talk in the Short-Term Course "Machine learning & it's applications to civil engineering (MLACE-2020)" organized by NIT Srinagar. | ||
| * **October 2020**: SERB startup research grant approved on camera-based smart traffic signal developement. | ||
| * **August 2020**: Paper on <a href="https://pranamesh.github.io/files/2020-DL-review-paper-BDAT.pdf" target="_blank">"Applications of Deep Learning in Intelligent Transportation Systems"</a> published in Journal of Big Data Analytics in Transportation. | ||
| * **July 2020**: Invited talk on "Deep Learning Techniques in Traffic Data Imputation" in the webinar series 'Modern Trends in Transportation System (MTTS-2020)' organized by NIT Silchar. | ||
| * **May 2020**: Invited talk on "Emerging Travel Technologies (ITS and IoT") in the Transportation Research Group of India (TRG) webinar series. Details <a href="https://www.trgindia.org/Schedule%20for%20the%20TRG%20Webinar%20Series%2025-29%20May%202020.pdf" target="_blank">here</a>. | ||
| * **May 2020**: Serving as one of the guest editors in the Special Issue "Deep Learning in Transportation" in the Journal of Big Data Analytics in Transportation. Call for papers <a href="https://resource-cms.springernature.com/springer-cms/rest/v1/content/17924670/data/v2" target="_blank">here</a>. | ||
| * **March 2020**: Working in the organizing team of NVIDIA <a href="https://www.aicitychallenge.org/" target="_blank">AI City Challenge</a> workshop in <a href="http://cvpr2020.thecvf.com/" target="_blank">CVPR 2020</a>. Preprint <a href="https://arxiv.org/abs/2004.14619" target="_blank">here</a>. | ||
| * **December 2019**: I have joined as an Assistant Professor in the Civil Engineering Department of IIT Kanpur. | ||
| * **October 2019**: Our team ranked first in the ATD challenge on traffic incident detection organized by MIT and funded by NSF. | ||
| * **September 2019**: One <a href="https://pranamesh.github.io/files/2019-TIP-Diabetes.pdf" target="_blank">paper</a> (first author) accepted in <a href="https://www.tandfonline.com/toc/gcpi20/current" target="_blank">Traffic Injury Prevention</a> journal. | ||
| * **August 2019**: Successfully defended my PhD dissertation and awarded Research Excellence Award by the <a href="https://www.grad-college.iastate.edu/" target="_blank">Graduate College of Iowa State University</a>. | ||
| * **Jun 2018**: Worked in the organizing team of NVIDIA <a href="https://www.aicitychallenge.org/" target="_blank">AI City Challenge</a> workshop in <a href="http://cvpr2019.thecvf.com/" target="_blank">CVPR</a>. Paper <a href="http://openaccess.thecvf.com/content_CVPRW_2019/papers/AI%20City/Naphade_The_2019_AI_City_Challenge_CVPRW_2019_paper.pdf" target="_blank">here</a>. | ||
| * **May 2019**: Invited talk on "Applications of Big Data in Transportation" in Transport Data Analytics special session, <a href="http://www.wctrs-conference.com/" target="_blank">WCTR 2019</a>. | ||
| * **May 2019**: Our <a href="https://pranamesh.github.io/files/2019-TRC-Denoising-AID.pdf" target="_blank">paper</a> (first author) is accepted in <a href="https://www.journals.elsevier.com/transportation-research-part-c-emerging-technologies" target="_blank">Transportation Research Part-C</a> journal. | ||
| * **Apr 2019**: Invited talk on "Big Data and AI in Transportation" in <a href="https://www.ivybusiness.iastate.edu/analytics-symposium/" target="_blank">2019 Business Analytics Symposium</a> organized by Ivy College of Business, Iowa State University. | ||
| * **Mar 2019**: One <a href="https://rdcu.be/btXgt" target="_blank">paper</a> (first author) published in <a href="https://link.springer.com/journal/40890" target="_blank">Transportation in Developing Economies</a> journal. | ||
| * **Jan 2019**: Our team, Iowa_State_Reactor, ranked 5th in <a href="https://github.com/TRANSFORABJ70/TRANSFOR19" target="_blank">TRANSFOR19</a>, the Transportation Forecasting Competetion, held at TRB Annual Meeting. | ||
| * **Nov 2018**: Presented one <a href="https://pranamesh.github.io/files/2018-IEEE-ITSC-draft.pdf" target="_blank">paper</a> (first author) in <a href="https://ieeexplore.ieee.org/document/8569426" target="_blank">IEEE Intelligent Transporatation Systems Conference</a>, Hawaii, USA. | ||
| * **Sep 2018**: Selected as one of the <a href="https://intrans.iastate.edu/news/intrans-graduate-student-wins-best-student-paper-award/" target="_blank">winners</a> of the Student Paper Competition (first author) of TRB <a href="http://www.cvent.com/events/managing-roadways-and-transit-together-to-move-people-into-a-new-age-of-technology-joint-midyear-con/custom-21-be08d3a7992a4ca7a5dc86b8605e0204.aspx" target="_blank">Mid-Year conference</a>, Bellevue, USA. | ||
| * **Jul 2018**: Worked as co-mentor of 3 undergraduate students in <a href="https://projects.vrac.iastate.edu/REU2018/research-teams/timeli-traffic-incident-management-enabled-by-large-data-innovations/" target="_blank">SPIRE-EIT REU</a> program. | ||
| * **Jun 2018**: A short interview on <a href="http://www.go-explore-trans.org/post.cfm?ID=19070" target="_blank">Transportation of Tomorrow: The next generation of engineers</a> published in Go magazine, Iowa State University. | ||
| * **Jun 2018**: Worked in the organizing team of NVIDIA <a href="https://www.aicitychallenge.org/" target="_blank">AI City Challenge</a> workshop in <a href="http://cvpr2018.thecvf.com/" target="_blank">CVPR</a>. Paper <a href="http://openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w3/Naphade_The_2018_NVIDIA_CVPR_2018_paper.pdf" target="_blank">here</a>. | ||
| * **Apr 2018**: Two papers published in Transportation Research Record journal. | ||
| * **Dec 2017**: Presented one paper (first author) in <a href="https://www.civil.iitb.ac.in/ctrg2017/" target="_blank">CTRG</a>. | ||
| * **Jan 2017**: Presented one <a href="https://trid.trb.org/view/1439336" target="_blank">paper</a> (first author) in TRB Annual Meeting. | ||
| * **Jun 2016**: Selected as the <a href="https://news.engineering.iastate.edu/2016/06/28/ccee-students-sweep-awards-at-regional-national-intelligent-transportation-systems-contests/" target="_blank">winner</a> of the Student Essay Competition in ITS America sponsored by <a href="https://www.swri.org/" target="_blank">Southwest Research Institute</a>. | ||
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