Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

Caption Generation on Scenes with Seen and Unseen Object Categories

IMAGE AND VISION COMPUTING, vol.0, 2022 (Journal Indexed in SCI Expanded)

Towards Zero-shot Sign Language Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 (Journal Indexed in SCI Expanded) Creative Commons License identifier identifier identifier

DeepSide: A Deep Learning Approach for Drug Side Effect Prediction

IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2022 (Journal Indexed in SCI Expanded) identifier identifier

Key protected classification for collaborative learning

Pattern Recognition, vol.104, 2020 (Journal Indexed in SCI Expanded) Creative Commons License Sustainable Development identifier identifier identifier

Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol.57, pp.4929-4937, 2019 (Journal Indexed in SCI) Creative Commons License identifier identifier

Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol.56, no.2, pp.770-779, 2018 (Journal Indexed in SCI) Creative Commons License identifier identifier

Weakly Supervised Object Localization with Multi-Fold Multiple Instance Learning

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol.39, no.1, pp.189-203, 2017 (Journal Indexed in SCI) Creative Commons License identifier identifier identifier

Approximate Fisher Kernels of Non-iid Image Models for Image Categorization

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol.38, no.6, pp.1084-1098, 2016 (Journal Indexed in SCI) Creative Commons License identifier identifier identifier

Image Mining Using Directional Spatial Constraints

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol.7, no.1, pp.33-37, 2010 (Journal Indexed in SCI) Creative Commons License identifier identifier

Articles Published in Other Journals

Single-Image Super-Resolution Analysis in DCT Spectral Domain

BALKAN JOURNAL OF ELECTRICAL & COMPUTER ENGINEERING, vol.8, no.3, pp.209-217, 2020 (Other Refereed National Journals)

Refereed Congress / Symposium Publications in Proceedings

MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation

22nd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022, Hawaii, United States Of America, 4 - 08 January 2022, pp.428-438 Creative Commons License identifier

A Deep Dive into Adversarial Robustness in Zero-Shot Learning

ECCV 2020, Workshop on Adversarial Robustness in the Real World, Glasgow, United Kingdom, 23 August 2020 identifier

Learning Visually Consistent Label Embeddings for Zero-Shot Learning

2019 IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, 22 - 25 September 2019 identifier identifier

Image Captioning with Unseen Objects

British Machine Vision Conference, 9 - 12 September 2019

Gradient Matching Generative Networks for Zero-Shot Learning

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), California, United States Of America, 16 - 20 June 2019, pp.2163-2173 identifier identifier

Cross-task weakly supervised learning from instructional videos

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), California, United States Of America, 16 - 20 June 2019, pp.3532-3540 identifier identifier

WEAKLY SUPERVISED DEEP CONVOLUTIONAL NETWORKS FOR FINE-GRAINED OBJECT RECOGNITION IN MULTISPECTRAL IMAGES

IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Yokohama, Japan, 28 July - 02 August 2019, pp.1478-1481 Creative Commons License identifier identifier

Zero-Shot Object Detection by Hybrid Region Embedding

British Machine Vision Conference, Newcastle-Upon-Tyne, United Kingdom, 3 - 07 September 2018

Fine-grained object recognition and zero-shot learning in multispectral imagery

2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 Creative Commons License identifier

Attributes2Classname: A discriminative model for attribute-based unsupervised zero-shot learning

16th IEEE International Conference on Computer Vision (ICCV), Venice, Italy, 22 - 29 October 2017, pp.1241-1250 Creative Commons License identifier identifier

Visual Saliency Estimation via Attribute Based Classifiers and Conditional Random Field

2016 24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016 identifier identifier

Hyperspectral target detection - An experimental study

2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015 identifier identifier

Multi-fold MIL Training for Weakly Supervised Object Localization

27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Ohio, United States Of America, 23 - 28 June 2014, pp.2409-2416 Creative Commons License identifier identifier

Segmentation Driven Object Detection with Fisher Vectors

IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, 1 - 08 December 2013, pp.2968-2975 Creative Commons License identifier identifier

Image categorization using Fisher kernels of non-iid image models

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Rhode Island, United States Of America, 16 - 21 June 2012, pp.2184-2191 Creative Commons License identifier identifier

Contextual Object Detection Using Set-Based Classification

12th European Conference on Computer Vision (ECCV), Florence, Italy, 7 - 13 October 2012, vol.7577, pp.43-57 Creative Commons License identifier identifier

Unsupervised Metric Learning for Face Identification in TV Video

IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 6 - 13 November 2011, pp.1559-1566 Creative Commons License Sustainable Development identifier identifier

Learning Actions From the Web

12th IEEE International Conference on Computer Vision, Kyoto, Japan, 29 September - 02 October 2009, pp.995-1002 Creative Commons License identifier identifier

Human action recognition with line and flow histograms

2008 19th International Conference on Pattern Recognition, Tampa, FL, USA, 8 - 11 December 2008 Creative Commons License identifier

Recognizing actions from still images

2008 19th International Conference on Pattern Recognition, Tampa, FL, USA, 8 - 11 December 2008 Creative Commons License identifier

Automatic Mapping of Linearwoody Vegetation Features in Agricultural Landscapes

IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium, Boston, MA, USA, 7 - 11 July 2008 identifier

Relative Position-Based Spatial Relationships using Mathematical Morphology

2007 IEEE International Conference on Image Processing, San Antonio, TX, USA, 16 September - 19 October 2007 Creative Commons License identifier identifier

Morphological Modeling of Position-Based Spatial Relationships

2007 IEEE 15th Signal Processing and Communications Applications, Eskisehir, Turkey, 11 - 13 June 2007 identifier identifier

Books & Book Chapters