Search Results for author: Nayyer Aafaq

Found 5 papers, 0 papers with code

Randomize to Generalize: Domain Randomization for Runway FOD Detection

no code implementations23 Sep 2023 Javaria Farooq, Nayyer Aafaq, M Khizer Ali Khan, Ammar Saleem, M Ibraheem Siddiqui

Subsequently, the second stage generates a batch-wise synthesis of artificial images, carefully designed with an array of diverse augmentations.

Image Augmentation Image Generation +4

Controlled Caption Generation for Images Through Adversarial Attacks

no code implementations7 Jul 2021 Nayyer Aafaq, Naveed Akhtar, Wei Liu, Mubarak Shah, Ajmal Mian

In contrast, we propose a GAN-based algorithm for crafting adversarial examples for neural image captioning that mimics the internal representation of the CNN such that the resulting deep features of the input image enable a controlled incorrect caption generation through the recurrent network.

Caption Generation Image Captioning +1

Empirical Autopsy of Deep Video Captioning Frameworks

no code implementations21 Nov 2019 Nayyer Aafaq, Naveed Akhtar, Wei Liu, Ajmal Mian

We perform extensive experiments by varying the constituent components of the video captioning framework, and quantify the performance gains that are possible by mere component selection.

Language Modelling Video Captioning +1

Video Description: A Survey of Methods, Datasets and Evaluation Metrics

no code implementations1 Jun 2018 Nayyer Aafaq, Ajmal Mian, Wei Liu, Syed Zulqarnain Gilani, Mubarak Shah

Video description is the automatic generation of natural language sentences that describe the contents of a given video.

Language Modelling Video Description

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