Search Results for author: Mohbat Tharani

Found 4 papers, 1 papers with code

Attention Neural Network for Trash Detection on Water Channels

no code implementations9 Jul 2020 Mohbat Tharani, Abdul Wahab Amin, Mohammad Maaz, Murtaza Taj

This paper proposes a method for the detection of visible trash floating on the water surface of the canals in urban areas.

Cross-View Image Retrieval -- Ground to Aerial Image Retrieval through Deep Learning

no code implementations2 May 2020 Numan Khurshid, Talha Hanif, Mohbat Tharani, Murtaza Taj

To train, compare, and evaluate the performance of cross-view image retrieval, we present a new 6 class cross-view image dataset termed as CrossViewRet which comprises of images including freeway, mountain, palace, river, ship, and stadium with 700 high-resolution dual-view images for each class.

Cross-Modal Retrieval Image Retrieval +2

Teacher-Class Network: A Neural Network Compression Mechanism

2 code implementations7 Apr 2020 Shaiq Munir Malik, Muhammad Umair Haider, Mohbat Tharani, Musab Rasheed, Murtaza Taj

To reduce the overwhelming size of Deep Neural Networks (DNN) teacher-student methodology tries to transfer knowledge from a complex teacher network to a simple student network.

Image Classification Neural Network Compression +2

Unsupervised Deep Features for Remote Sensing Image Matching via Discriminator Network

no code implementations15 Oct 2018 Mohbat Tharani, Numan Khurshid, Murtaza Taj

Results demonstrate that our technique supersedes the state-of-the-art methods used for unsupervised image matching with mean average precision (mAP) of 81%, and image retrieval with an overall improvement in mAP score of about 12%.

Decoder Image Retrieval +1

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