Search Results - "Anwer, Rao Muhammad"

Transformers in Remote Sensing: A Survey by Aleissaee, Abdulaziz Amer, Kumar, Amandeep, Anwer, Rao Muhammad, Khan, Salman, Cholakkal, Hisham, Xia, Gui-Song, Khan, Fahad Shahbaz

“…Deep learning-based algorithms have seen a massive popularity in different areas of remote sensing image analysis over the past decade. Recently,…”
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Coloring Action Recognition in Still Images by Khan, Fahad Shahbaz, Muhammad Anwer, Rao, van de Weijer, Joost, Bagdanov, Andrew D., Lopez, Antonio M., Felsberg, Michael

“…In this article we investigate the problem of human action recognition in static images. By action recognition we intend a class of problems which includes…”
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Semantic Pyramids for Gender and Action Recognition by Khan, Fahad Shahbaz, van de Weijer, Joost, Anwer, Rao Muhammad, Felsberg, Michael, Gatta, Carlo

“…Person description is a challenging problem in computer vision. We investigated two major aspects of person description: 1) gender and 2) action recognition in…”
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Scale coding bag of deep features for human attribute and action recognition by Khan, Fahad Shahbaz, van de Weijer, Joost, Anwer, Rao Muhammad, Bagdanov, Andrew D., Felsberg, Michael, Laaksonen, Jorma

“…Most approaches to human attribute and action recognition in still images are based on image representation in which multi-scale local features are pooled…”
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Mask-Guided Attention Network and Occlusion-Sensitive Hard Example Mining for Occluded Pedestrian Detection by Xie, Jin, Pang, Yanwei, Khan, Muhammad Haris, Anwer, Rao Muhammad, Khan, Fahad Shahbaz, Shao, Ling

“…Pedestrian detection relying on deep convolution neural networks has made significant progress. Though promising results have been achieved on standard…”
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SipMaskv2: Enhanced Fast Image and Video Instance Segmentation by Cao, Jiale, Pang, Yanwei, Anwer, Rao Muhammad, Cholakkal, Hisham, Khan, Fahad Shahbaz, Shao, Ling

“…We propose a fast single-stage method for both image and video instance segmentation, called SipMask, that preserves the instance spatial information by…”
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Remote Sensing Change Detection With Transformers Trained From Scratch by Noman, Mubashir, Fiaz, Mustansar, Cholakkal, Hisham, Narayan, Sanath, Muhammad Anwer, Rao, Khan, Salman, Shahbaz Khan, Fahad

“…Current transformer-based change detection (CD) approaches either employ a pretrained model trained on a large-scale image classification ImageNet dataset or…”
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Robust Perception and Precise Segmentation for Scribble-Supervised RGB-D Saliency Detection by Li, Long, Han, Junwei, Liu, Nian, Khan, Salman, Cholakkal, Hisham, Anwer, Rao Muhammad, Khan, Fahad Shahbaz

“…This paper proposes a scribble-based weakly supervised RGB-D salient object detection (SOD) method to relieve the annotation burden from pixel-wise…”
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Spatio-temporal Relation Modeling for Few-shot Action Recognition by Thatipelli, Anirudh, Narayan, Sanath, Khan, Salman, Anwer, Rao Muhammad, Khan, Fahad Shahbaz, Ghanem, Bernard

“…We propose a novel few-shot action recognition framework, STRM, which enhances class-specific feature discrim-inability while simultaneously learning…”
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Compact color–texture description for texture classification by Khan, Fahad Shahbaz, Anwer, Rao Muhammad, van de Weijer, Joost, Felsberg, Michael, Laaksonen, Jorma

“…•We show that combining multiple texture description methods significantly improves the performance compared to using the single best texture method alone.•We…”
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Recognizing Actions Through Action-Specific Person Detection by Khan, Fahad Shahbaz, Jiaolong Xu, van de Weijer, Joost, Bagdanov, Andrew D., Anwer, Rao Muhammad, Lopez, Antonio M.

“…Action recognition in still images is a challenging problem in computer vision. To facilitate comparative evaluation independently of person detection, the…”
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Person Image Synthesis via Denoising Diffusion Model by Kumar Bhunia, Ankan, Khan, Salman, Cholakkal, Hisham, Anwer, Rao Muhammad, Laaksonen, Jorma, Shah, Mubarak, Khan, Fahad Shahbaz

“…The pose-guided person image generation task requires synthesizing photorealistic images of humans in arbitrary poses. The existing approaches use generative…”
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Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection by Li, Long, Han, Junwei, Zhang, Ni, Liu, Nian, Khan, Salman, Cholakkal, Hisham, Anwer, Rao Muhammad, Khan, Fahad Shahbaz

“…Most previous co-salient object detection works mainly focus on extracting co-salient cues via mining the consistency relations across images while ignore…”
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SAT: Scale-Augmented Transformer for Person Search by Fiaz, Mustansar, Cholakkal, Hisham, Anwer, Rao Muhammad, Shahbaz Khan, Fahad

“…Person search is a challenging computer vision problem where the objective is to simultaneously detect and reidentify a target person from the gallery of whole…”
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Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation by Liu, Nian, Nan, Kepan, Zhao, Wangbo, Liu, Yuanwei, Yao, Xiwen, Khan, Salman, Cholakkal, Hisham, Anwer, Rao Muhammad, Han, Junwei, Khan, Fahad

“…Few-Shot Video Object Segmentation (FSVOS) aims to segment objects in a query video with the same category defined by a few annotated support images. However,…”
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Generative Multiplane Neural Radiance for 3D-Aware Image Generation by Kumar, Amandeep, Bhunia, Ankan Kumar, Narayan, Sanath, Cholakkal, Hisham, Anwer, Rao Muhammad, Khan, Salman, Yang, Ming-Hsuan, Khan, Fahad

“…We present a method to efficiently generate 3D-aware high-resolution images that are view-consistent across multiple target views. The proposed multiplane…”
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Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification by Anwer, Rao Muhammad, Khan, Fahad Shahbaz, van de Weijer, Joost, Molinier, Matthieu, Laaksonen, Jorma

“…Designing discriminative powerful texture features robust to realistic imaging conditions is a challenging computer vision problem with many applications,…”
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Semi-supervised Open-World Object Detection by Mullappilly, Sahal Shaji, Gehlot, Abhishek Singh, Anwer, Rao Muhammad, Khan, Fahad Shahbaz, Cholakkal, Hisham

“…Proceedings of the AAAI Conference on Artificial Intelligence 2024 Conventional open-world object detection (OWOD) problem setting first distinguishes known…”
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Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM by Mullappilly, Sahal Shaji, Shaker, Abdelrahman, Thawakar, Omkar, Cholakkal, Hisham, Anwer, Rao Muhammad, Khan, Salman, Khan, Fahad Shahbaz

“…Findings of the Association for Computational Linguistics: EMNLP 2023, pages 14126-14136 Climate change is one of the most significant challenges we face…”
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Mask-Guided Attention Network for Occluded Pedestrian Detection by Pang, Yanwei, Xie, Jin, Khan, Muhammad Haris, Anwer, Rao Muhammad, Khan, Fahad Shahbaz, Shao, Ling

“…Pedestrian detection relying on deep convolution neural networks has made significant progress. Though promising results have been achieved on standard…”
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