Preprints
- Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts
Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem
arXiv preprint arXiv:1612.00215, December 2016.
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Journal Articles
- HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks
Burak Ercan, Onur Eker, Canberk Saglam, Aykut Erdem, Erkut Erdem
IEEE Transactions on Image Processing, Vol. 33, pp. 1826-1837, March 2024.
pdf · project page (with code) - Object and relation centric representations for push effect prediction
Ahmet E. Tekden, Aykut Erdem, Erkut Erdem, Tamim Asfour, Emre Ugur
Robotics and Autonomous Systems, Vol. 174, April 2024.
pdf - Hyperspectral Image Denoising via Self-Modulating Convolutional Neural Networks
Orhan Torun, Seniha Esen Yuksel, Erkut Erdem, Nevrez Imamoglu, Aykut Erdem
Signal Processing, Vol. 214, January 2024.
pdf · code - CLIP-guided StyleGAN Inversion for Text-driven Real Image Editing
Ahmet Canberk Baykal, Abdul Basit Anees, Duygu Ceylan, Erkut Erdem, Aykut Erdem, Deniz Yuret
ACM Transactions on Graphics, Vol. 42, Issue 5, Article 172, August 2023.
pdf · project page (with code and demo) - Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, et al.
Transactions on Machine Learning Research, May 2023.
pdf · project page - A Gated Fusion Network for Dynamic Saliency Prediction
Aysun Kocak, Erkut Erdem, Aykut Erdem
IEEE Transactions on Cognitive and Developmental Systems, Vol. 14, Issue 3, pp. 995-1008, September 2022.
pdf · project page - Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning
Erkut Erdem, Menekse Kuyu, Semih Yagcioglu, Anette Frank, Letitia Parcalabescu, Andrii Babii, Oleksii Turuta, Aykut Erdem, Iacer Calixto, Barbara Plank, Elena Lloret, Elena-Simona Apostol, Ciprian-Octavian Truicā, Branislava Šandrih, Sanda Martinčić-Ipšić, Gábor Berend, Albert Gatt, Gražina Korvel
Journal of Artificial Intelligence Research, Vol. 73, pp. 1131-1207, April 2022.
pdf - Leveraging semantic saliency maps for query-specific video summarization
Kemal Cizmeciler, Erkut Erdem, Aykut Erdem
Multimedia Tools and Application, March 2022.
pdf · project page - Burst Photography for Learning to Enhance Extremely Dark Images
Ahmet Serdar Karadeniz, Erkut Erdem, Aykut Erdem
IEEE Transactions on Image Processing, Vol. 30, pg. 9372-9385, November 2021.
pdf - From Noon to Sunset: Interactive Rendering, Relighting, and Recoloring of Landscape Photographs by Modifying Solar Position
Murat Ture, M. Ege Ciklabakkal, Aykut Erdem, Erkut Erdem, Pinar Satilmis, Ahmet Oguz Akyuz
Computer Graphics Forum, Vol. 40, Issue 6, pp. 500-515, September 2021.
pdf - MSVD-Turkish: A Comprehensive Multimodal Video Dataset for Integrated Vision and Language Research in Turkish
Begum Citamak, Ozan Caglayan, Menekse Kuyu, Erkut Erdem, Aykut Erdem, Pranava Madhyastha, Lucia Specia
Machine Translation, Vol. 35, 265-288.
pdf · project page - Synthetic18K: Learning better representations for person re-ID and attribute recognition from 1.4 million synthetic images
Onur Can Uner, Cem Aslan, Burak Ercan, Tayfun Ates, Ufuk Celikcan, Aykut Erdem, Erkut Erdem
Signal Processing: Image Communication, Vol. 97, September 2021.
pdf · project page - Using Synthetic Data for Person Tracking Under Adverse Weather Conditions
Abdulrahman Kerim, Ufuk Celikcan, Erkut Erdem, Aykut Erdem
Image and Vision Computing, Vol. 111, July 2021.
pdf · project page - NOVA: Rendering Virtual Worlds with Humans for Computer Vision Tasks
Abdulrahman Haje Kerim, Cem Aslan, Ufuk Celikcan, Erkut Erdem, Aykut Erdem
Computer Graphics Forum, Vol. 40, Issue 6, pp. 258-272, September 2021.
pdf · project page - Leveraging auxiliary image descriptions for dense video captioning
Emre Boran, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem, Pranava Madhyastha, Lucia Specia
Pattern Recognition Letters, Vol. 146, June 2021.
pdf - mustGAN: multi-stream Generative Adversarial Networks for MR Image Synthesis
Mahmut Yurt, Salman UH Dar, Aykut Erdem, Erkut Erdem, Kader K. Oguz, Tolga Cukur
Medical Image Analysis, Vol. 70, May 2021.
pdf - Generating Visual Story Graphs with Application to Photo Album Summarization
Bora Celikkale, Goksu Erdogan, Aykut Erdem, and Erkut Erdem
Signal Processing: Image Communication, Vol. 90, January 2021.
pdf - Hedging Static Saliency Models to Predict Dynamic Saliency
Yasin Kavak, Erkut Erdem, and Aykut Erdem
Signal Processing: Image Communication, Vol. 81, February 2020.
pdf - Manipulating Attributes of Natural Scenes via Hallucination
Levent Karacan, Zeynep Akata, Aykut Erdem, Erkut Erdem
ACM Transactions on Graphics, Vol. 39, Issue 1, Article 7, February 2020.
pdf · project page (with data and code) · two minute papers - Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks
Salman Ul Hassan Dar, Mahmut Yurt, Levent Karacan, Aykut Erdem, Erkut Erdem, Tolga Çukur
IEEE Transactions on Medical Imaging, Vol. 38, Issue 10, pp. 2375-2388, October 2019.
pdf - Spatio-Temporal Saliency Networks for Dynamic Saliency Prediction
Cagdas Bak, Aysun Kocak, Erkut Erdem, Aykut Erdem
IEEE Transactions on Multimedia, Vol. 20, Issue 7, pp. 1688-1698, July 2018.
pdf - Alpha Matting with KL-Divergence Based Sparse Sampling
Levent Karacan, Aykut Erdem, Erkut Erdem
IEEE Transactions on Image Processing, Vol. 26, Issue 9, pp. 4523-4536, September 2017.
pdf - Data-driven image captioning via salient region discovery
Mert Kilickaya, Burak Kerim Akkus, Ruket Cakici, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis
IET Computer Vision, Vol. 11, Issue 6, pp. 398-406, September 2017.
pdf - A Comparative Study for Feature Integration Strategies in Dynamic Saliency Estimation
Yasin Kavak, Erkut Erdem, Aykut Erdem
Signal Processing: Image Communication, Vol. 51, pp. 13-25, February 2017.
pdf - Structure-Texture Decomposition of RGB-D Images
Aykut Erdem
International Journal of Intelligent Systems and Applications in Engineering, Vol. 4, No. 4., pp. 111-118, October 2016.
pdf - Deformable Part-based Tracking by Coupled Global and Local Correlation Filters
Osman Akin, Erkut Erdem, Aykut Erdem, Krystian Mikolajczyk
Journal of Visual Communication and Image Representation, Vol. 38, pp. 763-774, July 2016.
pdf - An Objective Deghosting Quality Metric for HDR Images
Okan Tarhan Tursun, Ahmet Oguz Akyuz, Aykut Erdem, Erkut Erdem
Computer Graphics Forum (Eurographics 2016), Vol. 35, Issue 2, pp. 139-152, May 2016.
pdf · project page - Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures
Raffaella Bernardi, Ruket Cakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank
Journal of Artificial Intelligence Research, Vol. 55, pp. 409-442, February 2016.
pdf - Predicting Memorability of Images Using Attention-driven Spatial Pooling and Image Semantics
Bora Celikkale, Aykut Erdem and Erkut Erdem
Image and Vision Computing, Vol. 42, pp. 35-46, October 2015.
pdf - The State of the Art in HDR Deghosting: A Survey and Evaluation
Okan Tarhan Tursun, Ahmet Oguz Akyuz, Aykut Erdem and Erkut Erdem
Computer Graphics Forum (Eurographics STAR 2015), 34(2), pp. 683-707, May 2015
pdf · project page - Structure-Preserving Image Smoothing via Region Covariances
Levent Karacan, Erkut Erdem and Aykut Erdem
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2013), 32(6), November 2013
pdf · project page (with code) - Visual saliency estimation by nonlinearly integrating features using region covariances
Erkut Erdem and Aykut Erdem
Journal of Vision, Vol. 13, No. 4, Article 11, March 2013
pdf · project page (with code) - Graph Transduction as a Non-Cooperative Game
Aykut Erdem and Marcello Pelillo
Neural Computation, Vol. 24, No. 3, pp. 700-723, March 2012
pdf · code - A similarity-based approach for shape classification using Aslan skeletons
Aykut Erdem and Sibel Tari
Pattern Recognition Letters, Vol. 31, Issue 13, pp. 2024-2032, October 2010
pdf - Dissimilarity Between Two Skeletal Trees in a Context
Emre Baseski, Aykut Erdem and Sibel Tari
Pattern Recognition, Vol. 42, Issue 3, pp. 370-385, March 2009
pdf · 1000 Shapes Data Set - Disconnected Skeleton: Shape at its Absolute Scale
Cagri Aslan, Aykut Erdem, Erkut Erdem and Sibel Tari
IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 30, No. 12, pp. 2188-2203, December 2008
pdf - Vision-based continuous Graffiti-like text entry system
Aykut Erdem, Erkut Erdem, Volkan Atalay and A. Enis Cetin
Optical Engineering, Vol. 43, Issue 3, pp. 553-558, March 2004
Conference/Workshop Publications
- ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models
Ilker Kesen, Andrea Pedrotti, Mustafa Dogan, Michele Cafagna, Emre Can Acikgoz, Letitia Parcalabescu, Iacer Calixto, Anette Frank, Albert Gatt, Aykut Erdem, Erkut Erdem
The Twelfth International Conference on Learning Representations (ICLR 2024), May 2024.
pdf · project page (with code) - Spherical Vision Transformer for 360-degree Video Saliency Prediction
Mert Cokelek, Nevrez Imamoglu, Cagri Ozcinar, Erkut Erdem, Aykut Erdem.
The 34th British Machine Vision Conference (BMVC 2023), November 2023.
pdf · project page - Physically Accurate Fast Nanophotonic Simulations with Physics Informed Model and Training
Ahmet Onur Dasdemir, Aykut Erdem, and Emir Salih Magden
Workshop on Machine Learning and the Physical Sciences at the 37th conference on Neural Information Processing Systems (NeurIPS 2023), December 2023.
pdf - Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers
Osman İnce, Tanin Zeraati, Semih Yagcioglu, Yadollah Yaghoobzadeh, Erkut Erdem, and Aykut Erdem
Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), Singapore, December 2023.
pdf · project page (with code) - VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs
Moayed Haji Ali, Andrew Bond, Tolga Birdal, Duygu Ceylan, Levent Karacan, Erkut Erdem, Aykut Erdem.
IEEE International Conference on Computer Vision (ICCV 2023), October 2023.
pdf · project page (with code) - EVREAL: Towards a Comprehensive Benchmark and Analysis Suite for Event-based Video Reconstruction
Burak Ercan, Onur Eker, Aykut Erdem, Erkut Erdem.
4th International Workshop on Event-Based Vision (EventVision 2023) at IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023), June 2023.
pdf · project page - ST360IQ: No-Reference Omnidirectional Image Quality Assessment with Spherical Vision Transformers
Nafiseh Tofighi, M. Hedi Elfkir, Nevrez Imamoglu, Cagri Ozcinar, Erkut Erdem, Aykut Erdem.
2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023), June 2023.
pdf · code - Detecting Euphemisms with Literal Descriptions and Visual Imagery
Ilker Kesen, Aykut Erdem, Erkut Erdem, Iacer Calixto.
3rd Workshop on Figurative Language Processing (FigLang2022) at Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), December 2022.
pdf · code - Disentangling Content and Motion for Text-Based Neural Video Manipulation
L. Karacan, T. Kerimoğlu, I. Ata İnan, T. Birdal, E. Erdem, A. Erdem.
The 33rd British Machine Vision Conference (BMVC), London, UK, November 2022.
pdf · code - Perception-Distortion Tradeoff in the SR Space Spanned by Flow Models
Cansu Korkmaz, A. M. Tekalp, Zafer Doğan, Erkut Erdem, Aykut Erdem
The 29th IEEE International Conference on Image Processing (ICIP), Bordeaux, France, October 2022.
pdf - Modulating Bottom-Up and Top-Down Visual Processing via Language-Conditional Filters
Ilker Kesen, Ozan Arkan Can, Erkut Erdem, Aykut Erdem, Deniz Yuret
5th Multimodal Learning and Applications Workshop (MULA 2022) -- in conjunction with CVPR 2022, New Orleans, USA, June 2022.
pdf - Multi3Generation: Multitask, Multilingual, Multimodal Language Generation
Ilker Kesen, Ozan Arkan Can, Erkut Erdem, Aykut Erdem, Deniz Yuret
The 23rd Annual Conference of the European Association for Machine Translation (EAMT 2022), Ghent, Belgium, June 2022.
pdf - CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions
Tayfun Ates, Muhammed Samil Atesoglu, Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut Erdem, Aykut Erdem, Tilbe Goksun, Deniz Yuret
Findings of the Association for Computational Linguistics: ACL 2022, May 2022.
pdf · project page - SLAMP: Stochastic Latent Appearance and Motion Prediction
Adil Kaan Akan, Erkut Erdem, Aykut Erdem, Fatma Guney
IEEE International Conference on Computer Vision (ICCV 2021), Virtual, October 2021.
pdf · project page (with code) - Leveraging Frequency Based Salient Spatial Sound Localization to Improve 360° Video Saliency Prediction
Mert Cokelek, Nevrez Imamoglu, Cagri Ozcinar, Erkut Erdem, Aykut Erdem
The 17th International Conference on Machine Vision Applications (MVA 2021), Nagoya, Japan, July 2021.
pdf - Cross-lingual Visual Pre-training for Multimodal Machine Translation
Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia
The 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021).
pdf · project page (with data and code) - CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions
Tayfun Ates, Muhammed Samil Atesoglu, Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut Erdem, Aykut Erdem, Tilbe Goksun, Deniz Yuret
2nd Workshop on Shared Visual Representations in Human and Machine Intelligence (SVRHM 2020) at 34th Conference on Neural Information Processing Systems (NeurIPS 2020), December 2020.
pdf · blog post · project page - Belief Regulated Dual Propagation Nets for Learning Action Effects on Articulated Multi-Part Objects
Ahmet E. Tekden, Aykut Erdem, Erkut Erdem, Mert Imre, M. Yunus Seker and Emre Ugur
International Conference on Robotics and Automation (ICRA 2020), Paris, France, May 2020.
pdf · video - Manipulating Person Videos with Natural Language
Levent Karacan, Mehmet Gunel, Aykut Erdem, Erkut Erdem
Sets & Partitions Workshop at 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada, December 2019. - Procedural Reasoning Networks for Understanding Multimodal Procedures
Mustafa Sercan Amac, Semih Yagcioglu, Aykut Erdem, and Erkut Erdem
The SIGNLL Conference on Computational Natural Language Learning (CoNLL 2019), Hong Kong, November 2019
pdf · project page (with code) - Diverse Neural Photo Album Summarization
Yunus Emre Ozkose, Bora Celikkale, Aykut Erdem, and Erkut Erdem
International Conference on Image Processing Theory, Tools and Applications (IPTA), Istanbul, Turkey, November 2019
pdf - RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes
Semih Yagcioglu, Aykut Erdem, Erkut Erdem, and Nazli Ikizler-Cinbis
Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), Brussels, Belgium, October 2018
pdf · project page (with data and leaderboard) - Joint Exploitation of Features and Optical Flow for Real-Time Moving Object Detection on Drones
M. Kerim Yücel, Hazal Lezki, Ahu Ozturk, M. A. Akpinar, Berker Logoglu, Erkut Erdem, and Aykut Erdem
2nd International Workshop on Computer Vision for UAVs (UAVision 2018) -- in conjunction with ECCV 2018, Munich, Germany, September 2018
pdf - Language Guided Fashion Image Manipulation with Feature-wise Transformations
Mehmet Gunel, Erkut Erdem, and Aykut Erdem
1st Workshop on Computer Vision for Fashion, Art and Design -- in conjunction with ECCV 2018, Munich, Germany, September 2018
pdf - Feature-Based Efficient Moving Object Detection for Low-Altitude Aerial Platforms
K. Berker Logoglu, Hazal Lezki, M. Kerim Yucel, Ahu Ozturk, Alper Kucukkomurler, Batuhan Karagoz, Erkut Erdem and Aykut Erdem
1st International Workshop on Computer Vision for UAVs (UAVision 2017) -- in conjunction with ICCV 2017, Venice, Italy, October 2017
pdf · data - Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures
Raffaella Bernardi, Ruket Cakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank
International Joint Conference on Artificial Intelligence (IJCAI 2017), Journal track, Melbourne, Australia, August 2017
pdf - Re-evaluating Automatic Metrics for Image Captioning
Mert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis, and Erkut Erdem
The 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017)
pdf · slides - Leveraging Captions in the Wild to Improve Object Detection
Mert Kilickaya, Nazli Ikizler-Cinbis, Erkut Erdem and Aykut Erdem
The 5th Workshop on Vision and Language (VL'16) – in conjuction with ACL 2016 pdf - Image Matting with KL-Divergence Based Sparse Sampling
Levent Karacan, Aykut Erdem, Erkut Erdem
IEEE International Conference on Computer Vision (ICCV 2015), Santiago, Chile, December 2015
pdf · supplementary material · project page (with code) - A Distributed Representation Based Query Expansion Approach for Image Captioning
Semih Yagcioglu, Erkut Erdem, Aykut Erdem and Ruket Cakici
The 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015), Beijing, China, July 2015
pdf · supplementary material · project page (with code) - City Scale Image Geolocalization via Dense Scene Alignment
Semih Yagcioglu, Erkut Erdem, Aykut Erdem
IEEE Winter Conference on Applications of Computer Vision (WACV 2015), Hawai, USA, January 2015
pdf · project page - Top down saliency estimation via superpixel-based discriminative dictionaries
Aysun Kocak, Kemal Cizmeciler, Aykut Erdem and Erkut Erdem
British Machine Vision Conference (BMVC 2014), Nottingham, UK, September 2014
pdf · project page (with code) - Visual saliency estimation by integrating features using multiple kernel learning
Yasin Kavak, Erkut Erdem and Aykut Erdem
6th International SympoSİUm on Attention in Cognitive Systems (ISACS 2013), Beijing, China, August 2013
pdf · project page - Visual Attention-driven Spatial Pooling for Image Memorability
Bora Celikkale, Aykut Erdem and Erkut Erdem
IEEE Computer Vision and Pattern Recognition Workshops (CVPRW 2013), Portland, Oregon, USA, June 2013
pdf · project page - Multiple-Instance Learning with Instance Selection via Dominant Sets
Aykut Erdem and Erkut Erdem
1st International Workshop on Similarity-Based Pattern Analysis and Recognition (SIMBAD 2011), Venice, Italy, Springer LNCS, Vol. 7005, pp. 177-191, September 2011
pdf · code - Graph Transduction as a Non-cooperative Game
Aykut Erdem and Marcello Pelillo
8th IAPR -TC-15 Workshop on Graph-based Representations in Pattern Recognition (GbR 2011), Munster, Germany, Springer LNCS, Vol. 6658, pp. 195-204, May 2011
pdf - A Game Theoretic Approach To Jointly Learn Shape Categories and Contextual Similarities
Aykut Erdem and Andrea Torsello
Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition (SSPR&SPR 2010), Cesme, Izmir, Turkey, Springer LNCS, Vol. 6218, pp. 139-148, August 2010
pdf - Coarse-to-Fine Matching of Shapes Using Disconnected Skeletons by Learning Class-Specific Boundary Deformations
Aykut Erdem and Sibel Tari
7th IAPR -TC-15 Workshop on Graph-based Representations in Pattern Recognition (GbR 2009), Venice, Italy, Springer LNCS, Vol. 5534, pp. 21-30, May 2009
pdf - Articulation Prior in an Axial Representation
Aykut Erdem, Erkut Erdem and Sibel Tari
International Workshop on the Representation and Use of Prior Knowledge in Computer Vision – in conjuction with ECCV 2006, Graz, Austria, pp. 1-14, May 2006
pdf - Edge Strength Functions as Shape Priors in Image Segmentation
Erkut Erdem, Aykut Erdem and Sibel Tari
5th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR 2005), Florida, USA, Springer LNCS, Vol. 3757, pp. 490-502, November 2005
pdf - Computer Vision Based Unistroke Keyboard System and Mouse for the Handicapped
Erkut Erdem, Aykut Erdem, Volkan Atalay and A. Enis Cetin
IEEE International Conference on Multimedia and Expo 2003 (ICME 2003), Baltimore, USA, Volume 2, pp. 765-768, July 2003 - Computer Vision Based Unistroke Keyboards
Aykut Erdem, Erkut Erdem, Volkan Atalay and A. Enis Cetin
7th International SympoSİUm On Computer and Information Sciences (ISCIS 2002), Florida, USA, pp. 210-214, October 2002
National Conference Publications
- Çoklu-Kontrast MRG’de Kanal-Değişim-Ağı ile Görüntü Sentezi (Multi-Contrast MRI Synthesis with Channel-Exchanging-Network)
Idil Aytekin, Onat Dalmaz, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Cukur, 30. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2022), Safranbolu, Mayis 2022
pdf - MSVD-Türkçe: Türkçe Video Altyazılama için Geniş Ölçekli Bir Veri Kümesi (MSVD-Turkish: A Large-Scale Dataset for Video Captioning in Turkish)
Begum Citamak, Menekse Kuyu, Aykut Erdem, Erkut Erdem, 27. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2019), Sivas, Nisan 2019
pdf - Derin Modellerin Eğitiminde Uygulanan Yöntemlerin Giysi Niteliklerinin Tespiti Üzerinde Kıyaslamalı Bir Analizi (A Comparative Analysis of Practices in Training Deep Models for Fashion Attribute Detection)
M. Sercan Amac, Aykut Erdem, Erkut Erdem, 27. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2019), Sivas, Nisan 2019
pdf - Kişi Görüntülerinin Nitelik Esaslı Üretilmesi (Generating Person Images Based on Attributes)
Mehmet Günel, Erkut Erdem, Aykut Erdem
26. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2018), Çeşme, Mayıs 2018
pdf - Derin Öğrenmeyle Bir Fotoğrafın Yerini Bulma (Finding Location of A Photograph with Deep Learning)
Ali Yunus Emre Ozkose, Tarik Ayberk Yilikoglu, Levent Karacan, Aykut Erdem
26. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2018), Çeşme, Mayıs 2018
pdf - Altsözcük Öğeleri ile Türkçe Görüntü Altyazılama (Image Captioning in Turkish with Subword Units)
Menekşe Kuyu, Aykut Erdem, Erkut Erdem
26. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2018), Çeşme, Mayıs 2018
pdf - Çekişmeli Üretici Ağlar Kullanarak Dış Mekan Görüntülerinin Geçici Niteliklerini Düzenleme (Adjusting Transient Attributes of Outdoor Images using Generative Adversarial Networks)
Levent Karacan, Aykut Erdem, Erkut Erdem
25. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2017), Antalya, Mayıs 2017
pdf · slides (in Turkish) · data - Türk Sofrası: Yemek Tanıma için Türk Yemekleri Barındıran Bir Denektaşı Veri Kümesi (Turkish Cuisine: A Benchmark Dataset with Turkish Meals for Food Recognition)
Cem Güngör, Fatih Baltacı, Aykut Erdem, Erkut Erdem
25. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2017), Antalya, Mayıs 2017
pdf · slides (in Turkish) · data - Baskın Kümeler ile Hareket Yörüngelerinin Öbeklenmesi (Clustering Motion Trajectories via Dominant Sets)
Çağdaş Bak, Aykut Erdem, Erkut Erdem
24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2016), Zonguldak, Mayıs 2016
pdf - İnsan Kalabalıklarının Baskın Kümeler Tabanlı Analizi (Dominant Sets Based Analysis of Human Crowds)
Burçak Asal, Aykut Erdem, Erkut Erdem
24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2016), Zonguldak, Mayıs 2016
pdf - Kişisel Görüntü Kümelerinin İçsel Özellikler Kullanılarak Özetlenmesi (Summarizing Personal Image Collections with Intrinsic Properties)
Goksu Erdogan, Bora Celikkale, Aykut Erdem, Erkut Erdem
24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2016), Zonguldak, Mayıs 2016
pdf - TasvirEt: Görüntülerden Otomatik Türkçe Açıklama Oluşturma İçin Bir Denektaşı Veri Kümesi (TasvirEt: A Benchmark Dataset for Automatic Turkish Description Generation from Images)
Mesut Erhan Unal, Begum Citamak, Semih Yagcioglu, Aykut Erdem, Erkut Erdem, Nazli Ikizler Cinbis, Ruket Cakici
24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2016), Zonguldak, Mayıs 2016
pdf · project page - Sık Eşleme Yoluyla Görüntü Renklendirme (Image Colorization via Dense Correspondences)
Mehmet Gunel, Levent Karacan, Aykut Erdem and Erkut Erdem
22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2014), Trabzon, Nisan 2014
pdf - Meta-sınıf tabanlı Getirme ile veriye Dayalı İmge Altyazilama (Data-driven Image Captioning with Meta-class Based Retrieval)
Mert Kılıçkaya, Erkut Erdem, Aykut Erdem, Nazli İkizler Cinbiş, Ruket Çakıcı
22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2014), Trabzon, Nisan 2014
pdf - YDA Görüntüler İçin Gölgeleme Giderme Algoritmalarının Karşılaştırılması (Evaluating Deghosting Algorithms for HDR Images)
Okan Tarhan Tursun, Ahmet Oguz Akyüz, Aykut Erdem and Erkut Erdem
22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2014), Trabzon, Nisan 2014
pdf - Görsel Belirginlik Güdümlü Pozlandırma Birleştirimi (Visual Saliency Guided Exposure Fusion)
Kubra Mammadova, Erkut Erdem and Aykut Erdem
22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2014), Trabzon, Nisan 2014
pdf - Alan Kovaryansları İçin Grup Seyrekliğine Dayalı Seyrek Kodlama (Group Sparsity Based Sparse Coding for Region Covariances)
Hasan Tugrul Erdoğan, Erkut Erdem and Aykut Erdem
21. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2013), Girne, KKTC, Nisan 2013
pdf - MILIS Çoklu Örnekle Öğrenme Algoritmasının Farklı Bir Örnek Seçme Yöntemiyle Yeniden İncelenmesi (Revisiting MILIS Multiple Instance Learning Algorithm with A Different Instance Selection Mechanism)
Osman Akın, Aykut Erdem and Erkut Erdem
20. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SİU 2012), Ölüdeniz, Fethiye, Muğla, Nisan 2012
pdf - Uc Boyutlu Kati Nesnelerin Yansitma Ozelliklerinin Goruntulerden Cikarilmasi
M. Erkut Erdem, I. Aykut Erdem, U. Yilmaz and V. Atalay
12. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (SİU 2004), pp. 245-248, Kusadasi, Nisan 2004 - Engelliler ICin Bilgisayarli Gormeye Dayali Klavye ve Fare Sistemi
I. Aykut Erdem, M. Erkut Erdem, Volkan Atalay and A. Enis Cetin
11. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (SİU 2003), pp. 196-199, Istanbul, Haziran 2003 - Kagit Klavye: Bilgisayarli Gormeye Dayali Klavye
I. Aykut Erdem, M. Erkut Erdem, Volkan Atalay and A. Enis Cetin
10. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (SİU 2002), Pamukkale, Haziran 2002 - Bilgisayarli Gormeye Dayali Fare Sistemi
I. Aykut Erdem, M. Erkut Erdem, Volkan Atalay and A. Enis Cetin
10. IEEE Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (SİU 2002), Pamukkale, Haziran 2002
Conference Presentations (Abstract only)
- How scene attributes and sound influence visual exploration of omnidirectional panoramic scenes
Halit Ozsoy, Mert Cokelek, Inci Ayhan, Erkut Erdem, Aykut Erdem
Annual Meeting of the Cognitive Science Society (CogSci), Toronto, Canada, July 2022
pdf - Re-evaluating automatic metrics for image captioning
Mert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis, and Erkut Erdem
ICCV17 Second Workshop on Closing the Loop Between Vision and Language (CLVL), Venice, Italy, October 2017
pdf - Spatio-Temporal Saliency Networks for Dynamic Saliency Prediction
Cagdas Bak, Aysun Kocak, Aykut Erdem and Erkut Erdem
ICCV International Workshop on 'Mutual Benefits of Cognitive and Computer Vision (MBCC), Venice, Italy, October 2017
pdf - Shape Scale: Representing Shapes at Their Absolute Scales
Sibel Tari, Cagri Aslan, Emre Baseski and Aykut Erdem
SIAM Annual Meeting 2006, Boston, USA, July 2006
pdf - CAPRIS: A Database for Cancer Gene Promoter Related Motif Search
M. Iskar, E. Erdem, A. Erdem, S. Akman, A. Dickerman, V. Atalay and R. Cetin-Atalay
FEBS Journal, Vol. 273, pp. 248, June 2006 - Image-based Extraction of Material Reflectance Properties of a 3D Rigid Object
Erkut Erdem, Aykut Erdem and Volkan Atalay
Eurographics 2003, Poster Session, Granada, Spain, September 2003 - Computer based text entry for Wearable Computing
Aykut Erdem, Erkut Erdem, Volkan Atalay and A. Enis Cetin
6th IEEE International SympoSİUm on Wearable Computers (ISWC 2002), Demonstrations, Seattle, USA, October 2002 - Computer Vision Based Mouse
Aykut Erdem, Erkut Erdem, Yasemin Yardimci, Volkan Atalay and A. Enis Cetin
IEEE International Conference on Acoustics, Speech, and Signal Processing 2002 (ICASSP 2002), Student Forum Session, Florida, USA, May 2002
Technical Reports
- A Game Theoretic Approach To Jointly Learn Shape Categories and Contextual Similarities
Aykut Erdem and Andrea Torsello
Dipartimento di Informatica, Universita Ca’ Foscari di Venezia, CS-2009-8, July 2009
pdf - A dynamic procedure for forming shape categories from skeletal shape trees
Aykut Erdem
Department of Computer Engineering, Middle East Technical University, METU-CENG-TR-2007-04, July 2007
pdf
PhD Thesis
Thesis title: Category Knowledge, Skeleton Based Shape Matching and Shape ClassificationThesis advisor: Prof. Sibel Tari
Middle East Technical University, Dept. of Computer Engineering, Turkey, October 2008
Abstract | Full text