Niluthpol Chowdhury Mithun

I am a fourth year PhD student at the University of California, Riverside, where I work as a Graduate Student Researcher in Video Computing Group, under the supervision of Professor Amit K. Roy-Chowdhury

Previously, I worked in Samsung R&D Institute Bangladesh as a Software Engineer from 2011-2014. I did my bachelors and masters at Bangladesh University of Engineering and Technology. I have spent Summer 2017 at Bosch Research Center Pittsburgh as Research Intern working on real-time object detection and video to text matching.

Email  /  CV  /  Google Scholar  / LinkedIn UCR VCG

 Research

I'm interested in computer vision, machine learning, multimedia and intelligent transportation systems. My researches are mainly focused on image/video analysis and synthesis, image/video to text retrieval, object detection and visual place recognition. The main goal of my research is to develop efficient and scalable algorithms to understand the visual world (image collections and videos).

 News
  • Our Paper on Video-Text Retrieval Won the Best Paper Award in ICMR 18.
  • Paper on Video-Text Retrieval with Multimodal Cues accepted in ICMR 18.
  • Paper on Real-Time Object Detection from Depth Sensors accepted in IPSN 18.
  • Paper on Learning Invariant Features for Vision-based Localization accepted in WACV 18.
  • Paper on Identity Verification in Art Images accepted in ICME 18.
  • Research Intern (Summer 2017) with Smart Campus Group at Bosch Research, Pittsburgh.
  • Paper on Multi-Video Summarization accepted to IEEE Trans. on Image Processing 2017.
 Journal Publications

 Diversity-aware Multi Video Summarization

  Rameswar Panda, Niluthpol Chowdhury Mithun, Amit K. Roy-Chowdhury
 IEEE Transactions on Multimedia, 2017
 [Tour20 video summarization dataset]


 Detection and Classification of Vehicles from Video using  Multiple Time-Spatial Images

 Niluthpol Chowdhury Mithun, Nafi Ur Rashid, S. M. Mahbubur Rahman
 IEEE Transactions on Intelligent Transportation Systems, 2012
 EBVT dataset / bibtex



 Video-based Tracking of Vehicles using Multiple Time-Spatial  Images 

 Niluthpol Chowdhury Mithun, Tamanna Howlader, S. M. Mahbubur Rahman
 Expert Systems with Applications, Elsevier, 2016 
 dataset / bibtex



 Conference Publications

 ODDS: Real-Time Object Detection using Depth Sensors on  Embedded GPUs

 Niluthpol Chowdhury Mithun, Sirajum Munir, Karen Guo, Charles Shelton

 ACM/IEEE Conference on Information Processing in Sensor  Networks (IPSN), 2018
 [video]



Learning Joint Embedding with Multimodal Cues for Cross-Modal Video-Text Retrieval 

 Niluthpol Chowdhury Mithun, Juncheng B Li, Florian Metze,  Amit K.  Roy-Chowdhury
 ACM Int. Conference on Multimedia Retrieval (ICMR), 2018
[Winner of BEST Paper Award]


 Learning Long-Term Invariant features for Vision-based 

 Localization

 Niluthpol Chowdhury Mithun, Cody Simons, Robert Casey, Stefan Hilligardt,  Amit K. Roy-Chowdhury
 IEEE Winter Conference on Computer Vision (WACV), 2018 




 Deep Learning Based Identity Verification in Renaissance 

 Portraits

 Akash Gupta, Niluthpol Chowdhury Mithun,  Conrad Rudolph, Amit K. 

 Roy-Chowdhury
 IEEE Conference on Multimedia & Expo (ICME), 2018 



 TrecVid 2017: Video to Text Retrieval

 Niluthpol Chowdhury Mithun, Juncheng B Li, Florian Metze,  Amit K.  Roy-Chowdhury, Samarjit Das
 NIST TRECVID Video Retrieval Workshop, 2017
[Ranked 3rd in the Video-Text Matching & Ranking Task 2017]




 Generating Diverse Image Datasets with Limited Labeling

 Niluthpol Chowdhury Mithun, Rameswar Panda, Amit K. Roy-Chowdhury
 ACM Multimedia Conference (ACM MM), 2016 
 DivNet dataset / bibtex



 

OSNI: Searching for Needles in a Haystack of Social Network  Data

 Shiwen Cheng, James Fang, Vagelis Hristidis, Harsha V. Madhyastha, Niluthpol  Chowdhury Mithun, Dorian PerkinsAmit K. Roy-Chowdhury, Moloud Shahbazi,  Vassilis J. Tsotras (listed alphabetically) 
 International Conference on Extending Database Technology  (EDBT), 2016
 demo / bibtex



 Detection and Classification of Vehicles from a Video using  Time-Spatial Image 

 Nafi Ur Rashid, Niluthpol Chowdhury Mithun, Badhon Roy Joy, S. M. Mahbubur   Rahman
 IEEE International Conference of Electrical & Computer Eng.  (ICECE), 2010
 slides / bibtex



 Automated Detection of Optic Disc and Blood Vessel in Retinal  Image using Morphological, Edge Detection and Feature  Extraction Techniques

 Niluthpol Chowdhury Mithun, Sourav Das, Shaikh Anowarul Fattah
 16th IEEE Int. Conf. on Computer & Information Tech. (ICCIT),  2014.
 bibtex
Picture



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