Erkut Erdem - Publications

Publications

Preprints

Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts,
L. Karacan, Z. Akata, A. Erdem and E. Erdem, arXiv preprint arXiv:1612.00215, December 2016 [pdf]

Book Chapters

Revisiting Skeletons from Natural Images,
E. Erdem, S. Tari, in Research in Shape Modeling, K. Leonard and S. Tari (eds.), pp. 101-113, July 2015 [pdf (from publisher's site)]

Journal Articles

Omnidirectional image quality assessment with local–global vision transformers,
N. Jabbari Tofighi, M. H. Elfkir, N. Imamoglu, C. Ozcinar, A. Erdem, E. Erdem, Image and Vision Computing, Vol. 148, 105151, August 2024 [pdf] [code]
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks,
B. Ercan, O. Eker, C. Saglam, A. Erdem, E. Erdem, IEEE Transactions on Image Processing, Vol. 33, pp. 1826-1837, March 2024 [pdf] [project page]
Object and relation centric representations for push effect prediction,
A. E. Tekden, A. Erdem, E. Erdem, T. Asfour, E. Ugur, Robotics and Autonomous Systems, Vol. 174, April 2024 [pdf] [project page]
Hyperspectral Image Denoising via Self-Modulating Convolutional Neural Networks,
O. Torun, S. E. Yuksel, E. Erdem, N. Imamoglu, A. Erdem, Signal Processing, Vol. 214, January 2024 [pdf] [code]
CLIP-Guided StyleGAN Inversion for Text-Driven Real Image Editing,
A. C. Baykal, A. B. Anees, D. Ceylan, E. Erdem, A. Erdem, D. Yuret, ACM Transactions on Graphics, Vol. 42, No. 5, October 2023 [pdf] [project page]
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models,
A. Srivastava, A. Rastogi, A. Rao, A. A. Md Shoeb, et al., Transactions on Machine Learning Research, April 2023 [pdf] [project page]
A Gated Fusion Network for Dynamic Saliency Prediction,
A. Kocak, E. Erdem, A. Erdem, IEEE Transactions on Cognitive and Developmental Systems, Vol. 14, No. 3, pp. 995-1008, September 2022 [pdf] [project page]
Leveraging Semantic Saliency Maps for Query-Specific Video Summarization,
K. Cizmeciler, E. Erdem, A. Erdem, Multimedia Tools and Applications, Vol. 81, pp. 17457-17482, May 2022 [pdf] [project page]
Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning,
E. Erdem, M. Kuyu, S. Yagcioglu, A. Frank, L. Parcalabescu, B. Plank, A. Babii, O. Turuta, A. Erdem, I. Calixto, E. Lloret, E.-S. Apostol, C.-O. Truica, B. Sandrih, A. Gatt, S. Martincic-Ipsic, G. Berend, G. Korvel, Journal of Artificial Intelligence Research, Vol. 73, pp. 1131-1207, April 2022. [pdf] [project page]
Burst Photography for Learning to Enhance Extremely Dark Images,
A. S. Karadeniz, E. Erdem, A. Erdem, IEEE Transactions on Image Processing, Vol. 30, pp. 9372-9385, 2021 [pdf] [project page]
From Noon to Sunset: Interactive Rendering, Relighting, and Recoloring of Landscape Photographs by Modifying Solar Position,
M. Ture, M. E. Ciklabakkal, A. Erdem, E. Erdem, P. Satilmis, A. O. Akyuz, Computer Graphics Forum, Vol. 40, No. 6, pp. 500-515, September 2021 [pdf]
NOVA: Rendering Virtual Worlds with Humans for Computer Vision Tasks,
A. H. Kerim, C. Aslan, U. Celikcan, E. Erdem, Aykut Erdem, Computer Graphics Forum, Vol. 40, No. 6, pp. 258-272, September 2021 [pdf] [project page]
Synthetic18K: Learning better representations for person re-ID and attribute recognition from 1.4 million synthetic images,
O. C. Uner, C. Aslan, B. Ercan, T. Ates, U. Celikcan, A. Erdem, E. Erdem, Signal Processing: Image Communication, Vol. 97, September 2021 [pdf] [project page]
Using Synthetic Data for Person Tracking Under Adverse Weather Conditions,
A. Kerim, U. Celikcan, E. Erdem, A. Erdem, Image and Vision Computing, Vol. 111, July 2021 [pdf] [project page]
MSVD-Turkish: A Comprehensive Multimodal Video Dataset for Integrated Vision and Language Research in Turkish,
B. Citamak, O. Caglayan, M. Kuyu, E. Erdem, A. Erdem, P. Madhyastha, L. Specia, Machine Translation, Vol. 35, No. 2, pp. 265-288, June 2021 [ pdf] [project page]
Leveraging auxiliary image descriptions for dense video captioning,
E. Boran, A. Erdem, N. Ikizler-Cinbis, E. Erdem, P. Madhyastha, L. Specia, Pattern Recognition Letters, Vol. 146, June 2021 [pdf]
mustGAN: multi-stream Generative Adversarial Networks for MR Image Synthesis,
M. Yurt, S. UH Dar, A. Erdem, E. Erdem, K. K. Oguz, T. Cukur, Medical Image Analysis, Vol. 70, May 2021 [pdf]
Generating Visual Story Graphs with Application to Photo Album Summarization,
B. Celikkale, G. Erdogan, A. Erdem and E. Erdem, Signal Processing: Image Communication, Vol. 90, January 2021 [pdf]
Deep Learning for Medicine and Remote Sensing: A Brief Review,
M. E. Yuksel, S. Kucuk, S. E. Yuksel, E. Erdem, International Journal of Environment and Geoinformatics, Vol. 7, No. 3, December 2020

pdf

Manipulating Attributes of Natural Scenes via Hallucination,
L. Karacan, Z. Akata, A. Erdem and E. Erdem, ACM Transactions on Graphics, Vol. 39, No. 1, February 2020 [pdf] [project page (with code)]
Hedging Static Saliency Models to Predict Dynamic Saliency,
Y. Kavak, E. Erdem and A. Erdem, Signal Processing: Image Communication, Vol. 81, February 2020 [pdf]
Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks,
S. U. H. Dar, M. Yurt, L. Karacan, A. Erdem, E. Erdem, T. Cukur, IEEE Transactions on Medical Imaging, Vol. 38, No.10, pp. 2375-2388, October 2019 [pdf] [arxiv]
Spatio-Temporal Saliency Networks for Dynamic Saliency Prediction,
C. Bak, A. Kocak, E. Erdem and A. Erdem, IEEE Transactions on Multimedia, 20(7). pp. 1688-1698, July 2018. [pdf]
Alpha Matting with KL-Divergence Based Sparse Sampling,
L. Karacan, A. Erdem and E. Erdem, IEEE Transactions on Image Processing, 26(9), pp. 4523-4536, September 2017. [pdf]
Data-driven image captioning via salient region discovery,
M. Kilickaya, B. Kerim Akkus, R. Cakici, A. Erdem, E. Erdem and N. Ikizler-Cinbis, IET Computer Vision,, 11(6), pp. 398-406, September 2017. [pdf]
A Comparative Study for Feature Integration Strategies in Dynamic Saliency Estimation,
Y. Kavak, E. Erdem and A. Erdem, Signal Processing: Image Communication, 51, pp. 13-25, February 2017. [pdf]
A region covariances-based visual attention model for RGB-D images ,
E. Erdem, International Journal of Intelligent Systems and Applications in Engineering, 4(4), pp. 128-134, October 2016. [pdf]
Deformable Part-based Tracking by Coupled Global and Local Correlation Filters,
O. Akin, E. Erdem, A. Erdem, K. Mikolajczyk, Journal of Visual Communication and Image Representation, 38, pp. 763-773, July 2016 [pdf]
An Objective Deghosting Quality Metric for HDR Images,
O. T. Tursun, A. O. Akyuz, A. Erdem and E. Erdem, Computer Graphics Forum (Eurographics 2016), 35(2), pp. 139-152, May 2016 [pdf] [project page (with code)]
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures,
R. Bernardi, R. Cakici, D. Elliott, A. Erdem, E. Erdem, N. Ikizler-Cinbis, F. Keller, A. Muscat, B. Plank, Journal of Artificial Intelligence Research, 55, pp. 409-442, February 2016 [pdf]
Predicting Memorability of Images Using Attention-driven Spatial Pooling and Image Semantics,
B. Celikkale, A. Erdem and E. Erdem, Image and Vision Computing, 42, pp. 35-46, October 2015 (Editor's choice article) [pdf]
The State of the Art in HDR Deghosting: A Survey and Evaluation,
O. T. Tursun, A. O. Akyuz, A. Erdem and E. Erdem, Computer Graphics Forum (Eurographics State-of-the-art Report (STAR) 2015), 34(2), pp. 683-707, May 2015 [pdf]
Structure Preserving Image Smoothing via Region Covariances,
L. Karacan, E. Erdem and A. Erdem, ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2013), Vol. 32, No. 6, November 2013 [pdf] [project page (with code)]
Visual saliency estimation by nonlinearly integrating features using region covariances,
E. Erdem and A. Erdem, Journal of Vision, Vol. 13, No. 4, pp. 1-20, March 2013 [pdf] [project page (with code)]
Fragments Based Tracking with Adaptive Cue Integration,
E. Erdem, S. Dubuisson and I. Bloch, Computer Vision and Image Understanding, Vol. 116, No. 7, pp. 827-841, July 2012 [pdf] [code] [sample videos]
Visual Tracking by Fusing Multiple Cues with Context-Sensitive Reliabilities,
E. Erdem, S. Dubuisson and I. Bloch, Pattern Recognition, Vol. 45, No. 5, pp. 1948-1959, May 2012 [pdf]
Mumford-Shah Regularizer with Contextual Feedback,
E. Erdem and S. Tari, Journal of Mathematical Imaging and Vision, Vol. 33, No. 1, pp. 67-84, January 2009 [pdf]
Disconnected Skeleton: Shape at its Absolute Scale,
C. Aslan, A. Erdem, E. Erdem and S. 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,
A. Erdem, E. Erdem, V. Atalay and A. E. Çetin, Optical Engineering, Vol. 43, Issue 3, pp. 553-558, March 2004

Conference/Workshop Publications

CLIPAway: Harmonizing Focused Embeddings for Removing Objects via Diffusion Models,
Y. Ekin, A. B. Yildirim, E. E. Caglar, A. Erdem, E. Erdem, A. Dundar, The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, December 2024. [pdf] [project page]
HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation,
A. B. Anees, A. C. Baykal, M. B. Kizil, D. Ceylan, E. Erdem, A. Erdem, The 17th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia 2024), Tokyo, Japan, December 2024. [pdf] [project page]
HUE Dataset: High-Resolution Event and Frame Sequences for Low-Light Vision,
B. Ercan, O. Eker, A. Erdem, E. Erdem, Workshop on Neuromorphic Vision (NeVi): Advantages and Applications of Event Cameras at ECCV 2024, Milan, Italy, September 2024 [pdf] [project page]
Self-Supervised Calibration of the Denoising Networks for HSI,
O. Torun, S. E. Yuksel, E. Erdem, A. Erdem, 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024), Athens, Greece, July 2024. [pdf] [project page]
Sequential Compositional Generalization in Multimodal Models,
S. Yagcioglu, O. B. İnce, A. Erdem, E. Erdem, D. Elliott, D. Yuret,
2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024), Mexico City, Mexico, June 2024. [pdf] [project page]
ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models,
I. Kesen, A. Pedrotti, M. Dogan, M. Cafagna, E. C. Acikgoz, L. Parcalabescu, I. Calixto, A. Frank, A. Gatt, A. Erdem, E. Erdem, The International Conference on Learning Representations (ICLR 2024), Vienna, Austria, May 2024. [pdf] [project page]
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers,
O. B. İnce, T. Zeraati, S. Yagcioglu, Y. Yaghoobzadeh, E. Erdem, A. Erdem, Findings of EMNLP 2023. [pdf] [project page]
Spherical Vision Transformer for 360-degree Video Saliency Prediction,
M. Cokelek, N. Imamoglu, C. Ozcinar, E. Erdem, A. Erdem, The 34th British Machine Vision Conference (BMVC 2023), Aberdeen, UK, November 2023. [pdf] [project page]
VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs,
M. H. Ali, A. Bond, T. Birdal, D. Ceylan, L. Karacan, E. Erdem, A. Erdem, IEEE International Conference on Computer Vision (ICCV 2023), Paris, France, October 2023 [pdf] [project page]
EVREAL: Towards a Comprehensive Benchmark and Analysis Suite for Event-based Video Reconstruction,
B. Ercan, O. Eker, A. Erdem, E. Erdem, 4th International Workshop on Event-Based Vision at IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023), June 2023. [pdf] [project page (with code)]
ST360IQ: No-Reference Omnidirectional Image Quality Assessment with Spherical Vision Transformers,
N. Tofighi, M. H. Elfkir, N. Imamoglu, C. Ozcinar, E. Erdem, A. 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,
I. Kesen, A. Erdem, E. Erdem, Iacer Calixto, 3rd Workshop on Figurative Language Processing at Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), December 2022. [pdf] [code]
Ranked 2nd in the euphemism detection shared task
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 2022), London, UK, November 2022. [pdf]
Perception-Distortion Tradeoff in the SR Space Spanned by Flow Models,
C. Korkmaz, A. M. Tekalp, Z. Doğan, E. Erdem, A. 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,
I. Kesen, O. A. Can, E. Erdem, A. Erdem, D. Yuret, 5th Multimodal Learning and Applications Workshop at IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), June 2022. [pdf]
Award: Best Paper Award
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions,
T. Ates, M. S. Atesoglu, C. Yigit, I. Kesen, M. Kobas, E. Erdem, A. Erdem, T. Goksun, D. Yuret, Findings of ACL 2022. [pdf] [project page]
SLAMP: Stochastic Latent Appearance and Motion Prediction,
A. K. Akan, E. Erdem, A. Erdem, F. Guney, IEEE International Conference on Computer Vision (ICCV 2021),, October 2021[pdf] [project page (with code)]
Leveraging Frequency Based Salient Spatial Sound Localization to Improve 360° Video Saliency Prediction,
M. Cokelek, N. Imamoglu, C. Ozcinar, E. Erdem, A. 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,
O. Caglayan, M. Kuyu, M. S. Amac, P. Madhyastha, E. Erdem, A. Erdem, L. 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,
T. Ates, M. S. Atesoglu, C. Yigit, I. Kesen, M. Kobas, E. Erdem, A. Erdem, T. Goksun, D. 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,
A. E. Tekden, A. Erdem, E. Erdem, M. Imre, M. Y. Seker, and E. Ugur, International Conference on Robotics and Automation (ICRA) 2020, Paris, France, May-June 2020 [pdf] [project page] [video]
Procedural Reasoning Networks for Understanding Multimodal Procedures,
M.S. Amac, S. Yagcioglu, A. Erdem, and E. Erdem, The SIGNLL Conference on Computational Natural Language Learning (CoNLL), Hong Kong, November 2019 [pdf] [project page (with code)]
Diverse Neural Photo Album Summarization,
Y. E. Ozkose, B. Celikkale, A. Erdem, and E. 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,
S. Yagcioglu, A. Erdem, E. Erdem, and N. Ikizler-Cinbis, Conference on Empirical Methods in Natural Language Processing (EMNLP) 2018, Brussels, Belgium, October-November 2018 [pdf] [project page (with data and leaderboard)]
Joint Exploitation of Features and Optical Flow for Real-Time Moving Object Detection on Drones,
M. Yücel, H. Lezki, A. Ozturk, M. A. Akpinar, B. Logoglu, E. Erdem, and A. 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,
M. Gunel, E. Erdem, and A. Erdem, 1st Workshop on Computer Vision for Fashion, Art and Design -- in conjunction with ECCV 2018, Munich, Germany, September 2018 [extended arxiv preprint]
Feature-Based Efficient Moving Object Detection for Low-Altitude Aerial Platforms,
K. B. Logoglu, H. Lezki, M. K. Yucel, A. Ozturk, A. Kucukkomurler, B. Karagoz, E. Erdem and A. 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,
R. Bernardi, R. Cakici, D. Elliott, A. Erdem, E. Erdem, N. Ikizler-Cinbis, F. Keller, A. Muscat, B. Plank, International Joint Conference on Artificial Intelligence (IJCAI 2017), Journal track, Melbourne, Australia, August 2017 [pdf]
Re-evaluating Automatic Metrics for Image Captioning,
M. Kilickaya, A. Erdem, N. Ikizler-Cinbis and E. Erdem, The 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2017), Valencia, Spain, April 2017 [pdf]
Leveraging Captions in the Wild to Improve Object Detection,
M. Kilickaya, N. Ikizler-Cinbis, E. Erdem and A. Erdem, The 5th Workshop on Vision and Language (VL'16) - in conjuction with ACL 2016, Berlin, Germany, August 2016 [pdf]
Image Matting with KL-Divergence Based Sparse Sampling,
L. Karacan, A. Erdem and E. Erdem, IEEE International Conference on Computer Vision (ICCV 2015),, Santiago, Chile, December 2015 [pdf] [project page (with code)]
A Distributed Representation Based Query Expansion Approach for Image Captioning,
S. Yagcioglu, E. Erdem, A. Erdem and R. Cakici, The 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015), Beijing, China, July 2015 [pdf] [project page (with code)]
City Scale Image Geolocalization via Dense Scene Alignment,
S. Yagcioglu, E. Erdem and A. Erdem, IEEE Winter Conference on Applications of Computer Vision (WACV) 2015, Hawaii, USA, January 2015 [pdf] [project page]
Top down saliency estimation via superpixel-based discriminative dictionaries,
A. Kocak, K. Cizmeciler, A. Erdem and E. 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,
Y. Kavak, E. Erdem, A. Erdem, 6th International Symposium on Attention in Cognitive Systems (ISACS 2013), Beijing, China, August 2013 [pdf] [project page (with saliency maps)]
Visual Attention-driven Spatial Pooling for Image Memorability,
B. Celikkale, A. Erdem, E. Erdem, IEEE Computer Vision and Pattern Recognition Workshops (CVPRW), Portland, Oregon, USA, June 2013 [pdf] [project page]
Multiple-Instance Learning with Instance Selection via Dominant Sets,
A. Erdem and E. 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]
Segmentation Using the Edge Strength Function as a Shape Prior within a Local Deformation Model,
E. Erdem, S. Tari and L. Vese, 16th IEEE International Conference on Image Processing (ICIP 2009), Cairo, Egypt, pp. 2989-2992, November 2009 [pdf]
Mumford-Shah Regularizer with Spatial Coherence,
E. Erdem, A. Sancar Yilmaz and S. Tari, 1st International Conference on Scale Space Methods and Variational Methods in Computer Vision (SSVM 2007), Ischia, Italy, Springer LNCS, Vol. 4485, pp. 545-555, May-June 2007 [pdf]
Articulation Prior in an Axial Representation,
A. Erdem, E. Erdem and S. Tari, International Workshop on the Representation and Use of Prior Knowledge in Computer Vision – in conjunction with ECCV 2006, Graz, Austria, pp. 1-14, May 2006 [pdf]
Edge Strength Functions as Shape Priors in Image Segmentation,
E. Erdem, A. Erdem and S. 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,
E. Erdem, A. Erdem, V. Atalay and A. E. Çetin, IEEE International Conference on Multimedia and Expo 2003 (ICME 2003), Baltimore, USA, Volume 2, pp. 765-768, July 2003
Computer Vision Based Unistroke Keyboards,
A. Erdem, E. Erdem, V. Atalay and A. E. Çetin, 7th International Symposium On Computer and Information Sciences (ISCIS 2002), Florida, USA, pp. 210-214, October 2002

National Conference Publications

MSVD-Türkçe: Türkçe Video Altyazılama için Geniş Ölçekli Bir Veri Kümesi (MSVD-Turkish: A Large-Scale Dataset for Video Captioning in Turkish),
B. Citamak, M. Kuyu, A. Erdem, and E. Erdem, 27. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 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.S. Amac, A. Erdem, and E. Erdem, 27. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2019), Sivas, Nisan 2019 [pdf]
Kişi Görüntülerinin Nitelik Esaslı Üretilmesi (Generating Person Images Based on Attributes),
M. Günel, E. Erdem, and A. Erdem, 26. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2018), Cesme, Mayis 2018 [pdf]
Altsözcük Öğeleri ile Türkçe Görüntü Altyazılama (Image Captioning in Turkish with Subword Units),
M. Kuyu, A. Erdem, and E. Erdem, 26. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2018), Cesme, Mayis 2018 [pdf]
Çekişmeli Üretici Ağlar Kullanarak Dış Mekan Görüntülerinin Geçici Niteliklerini Düzenleme (Adjusting Transient Attributes of Outdoor Images using Generative Adversarial Networks),
L. Karacan, A. Erdem and E. Erdem, 25. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2017), Antalya, Mayis 2017 [pdf]
Türk Sofrası: Yemek Tanıma için Türk Yemekleri Barındıran Bir Denektaşı Veri Kümesi (Turkish Cuisine: A Benchmark Dataset with Turkish Meals for Food Recognition),
C. Güngör, F. Baltacı, A. Erdem and E. Erdem, 25. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2017), Antalya, Mayis 2017 [pdf]
TasvirEt: Görüntülerden Otomatik Türkçe Açıklama Oluşturma İçin Bir Denektaşı Veri Kümesi (TasvirEt: A Benchmark Dataset for Automatic Turkish Description Generation from Images),
M. E. Unal, B. Citamak, S. Yagcioglu, A. Erdem, E. Erdem, N. Ikizler Cinbis and R. Cakici, 24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2016), Zonguldak, Mayis 2016 [pdf]
Award: Alper Atalay Best Student Paper Award - First Prize
Kişisel Görüntü Kümelerinin İçsel Özellikler Kullanılarak Özetlenmesi (Summarizing Personal Image Collections with Intrinsic Properties),
G. Erdogan, B. Celikkale, A. Erdem and E. Erdem, 24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2016), Zonguldak, Mayis 2016 [pdf]
Award: IEEE Best Student Paper Award - Second Prize
Baskın Kümeler ile Hareket Yörüngelerinin Öbeklenmesi (Clustering Motion Trajectories via Dominant Sets),
C. Bak, A. Erdem and E. Erdem, 24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2016), Zonguldak, Mayis 2016 [pdf]
İnsan Kalabalıklarının Baskın Kümeler Tabanlı Analizi (Dominant Sets Based Analysis of Human Crowds),
B. Asal, A. Erdem and E. Erdem, 24. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2016), Zonguldak, Mayis 2016 [pdf]
Sık Eşleme Yoluyla Görüntü Renklendirme (Image Colorization via Dense Correspondences),
M. Gunel, L. Karacan, A. Erdem and E. Erdem, 22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2014), Trabzon, Nisan 2014 [pdf]
Meta-sınıf tabanlı Getirme ile veriye Dayalı İmge Altyazilama (Data-driven Image Captioning with Meta-class Based Retrieval),
M. Kılıçkaya, E. Erdem, A. Erdem, N. İkizler Cinbiş, R. Çakıcı, 22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2014), Trabzon, Nisan 2014 [pdf]
YDA Görüntüler İçin Gölgeleme Giderme Algoritmalarının Karşılaştırılması (Evaluating Deghosting Algorithms for HDR Images),
O. T. Tursun, A. O. Akyüz, A. Erdem and E. Erdem, 22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2014), Trabzon, Nisan 2014 [pdf]
Görsel Belirginlik Güdümlü Pozlandırma Birleştirimi (Visual Saliency Guided Exposure Fusion),
K. Mammadova, E. Erdem and A. Erdem, 22. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2014), Trabzon, Nisan 2014 [pdf]
Alan Kovaryansları İçin Grup Seyrekliğine Dayalı Seyrek Kodlama (Group Sparsity Based Sparse Coding for Region Covariances),
H. T. Erdogan, E. Erdem and A. Erdem, 21. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2013), Girne, K.K.T.C., 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),
O. Akın, A. Erdem and E. Erdem, 20. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2012), Ölüdeniz, Fethiye, Muğla, Nisan 2012 [pdf]
Üç Boyutlu Katı Nesnelerin Yansıtma Özelliklerinin Görüntülerden Çıkarılması,
M. E. Erdem, İ. A. Erdem, U. Yılmaz and V. Atalay, 12. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2004), pp. 245-248, Kuşadası, Nisan 2004
Engelliler İçin Bilgisayarlı Görmeye Dayalı Klavye ve Fare Sistemi,
İ. A. Erdem, M. E. Erdem, V. Atalay and A. E. Çetin, 11. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2003), pp. 196-199, İstanbul, Haziran 2003
Kağıt Klavye: Bilgisayarlı Görmeye Dayalı Klavye,
İ. A. Erdem, M. E. Erdem, V. Atalay and A. E. Çetin, 10. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2002), Pamukkale, Haziran 2002
Bilgisayarlı Görmeye Dayalı Fare Sistemi,
İ. A. Erdem, M. E.Erdem, V. Atalay and A. E. Çetin, 10. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2002), Pamukkale, Haziran 2002

Conference Presentations (Abstract only)

Mumford-Shah Regularizer with Contextual Feedback,
E. Erdem and S. Tari, SIAM Conference on Imaging Science 2008, San Diego, USA, July 2008
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,
E. Erdem, A. Erdem and V. Atalay, Eurographics 2003, Poster Session, Granada, Spain, September 2003
Computer based text entry for Wearable Computing,
A. Erdem, E. Erdem, V. Atalay and A. E. Cetin, 6th IEEE International Symposium on Wearable Computers, Demonstrations, Seattle, USA, October 2002
Computer Vision Based Mouse,
A. Erdem, E. Erdem, Y. Yardimci, V. Atalay and A. E. Cetin, IEEE International Conference on Acoustics, Speech, and Signal Processing 2002 (ICASSP 2002), Student Forum Session, Florida, USA, May 2002

Technical Reports

Particle Filter-Based Visual Tracking by Fusing Multiple Cues with Context-Sensitive Reliabilities,
E. Erdem, S. Dubuisson and I. Bloch, Télécom ParisTech, n◦ 2010D002, January 2010

Ph.D. Thesis

Abstract Full text
Thesis title: Simultaneous Bottom-up/Top-down Processing in Early and Mid Level Vision
Thesis advisor: Prof. Sibel Tari
Middle East Technical University, Dept. of Computer Engineering, Turkey, November 2008

Erdös number

My Erdös number is 4 (via 1. Arun Kumar Jagota, 2. Marcello Pelillo, 3. Aykut Erdem)