Niluthpol Chowdhury Mithun

I am a fifth 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.

I did my Bachelors and Masters from Bangladesh University of Engineering and Technology. I worked at Samsung R&D Institute Bangladesh as a Software Engineer from 2011-2014. I have spent Summer 2018 at SRI Center for Vision Technologies and Summer 2017 at Bosch Research Center Pittsburgh as Research Intern.

Email  /  CV  /  Google Scholar  / LinkedIn UCR VCG



 Research

I'm interested in computer vision, machine learning, and multimedia. My researches are mainly focused on weakly supervised learning, multimodal data analysis, image/video analysis and synthesis, and vision-based localization.



 News


 Journal Publications


 Joint Embeddings with Multimodal Cues for Video-Text Retrieval

  Niluthpol Chowdhury Mithun, Juncheng Li, Florian Metze, Amit K.
  Roy-Chowdhury

 Int. Journal Multimedia Information Retrieval (IJMIR), 2019


 Construction of Diverse Image Datasets from Web Collections with Limited Labeling

  Niluthpol Chowdhury MithunRameswar Panda, Amit K. Roy-Chowdhury
 IEEE Trans. Circuits & Systems for Video Tech. (TCSVT), 2019


 Diversity-aware Multi Video Summarization

  Rameswar Panda, Niluthpol Chowdhury Mithun, Amit K. Roy-Chowdhury
 IEEE Transactions on Image Processing (TIP), 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 Trans. Intelligent Transportation Systems (TITS), 2012
 EBVT dataset / bibtex



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

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


  Conference Publications


 Weakly Supervised Video Moment Retrieval from Text Queries

  Niluthpol Chowdhury Mithun, Sujoy PaulAmit K. Roy-Chowdhury
 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019



 
 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]


 Webly Supervised Joint Embedding for Cross-Modal Image-Text  Retrieval

  Niluthpol Chowdhury Mithun,  Rameswar Panda, Evangelos Papalexakis,    
  Amit K.  Roy-Chowdhury

 ACM International Conference on Multimedia (ACM MM), 2018


 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 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 



 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 

 S. Cheng, J. Fang, V. Hristidis, H. V. Madhyastha, Niluthpol  Chowdhury Mithun, D. PerkinsA. K. Roy-Chowdhury, M. Shahbazi,  V. 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 Rashid, Niluthpol C. Mithun, Badhon R 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
 IEEE Int. Conf. on Computer & Information Tech. (ICCIT),  2014.
 bibtex
Picture


 Workshop Papers


 A Skip Connection Architecture for Localization of Image Manipulations 

 Ghazal Mazaheri, Niluthpol Chowdhury Mithun, Jawadul H Bappy, Amit K.  Roy-Chowdhury
 CVPR 2019 Workshop on Applications of Computer Vision and Pattern Recognition to Media Forensics, 2019


 UCR-VCG @ TRECVid 2018: Video to Text Retrieval 

 Niluthpol Chowdhury Mithun,  Amit K.  Roy-Chowdhury
 NIST TRECVID Video Retrieval Workshop, 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]



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