Muhammet Bastan

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 25

Top Topics

Mahalanobis Metric

Infrared Image Sequences

Metric Learning

Top Venues

Publications

Souradeep Chakraborty, Shujon Naha, Muhammet Bastan, Amit Kumar K. C, Dimitris Samaras
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics. WACV (2024)
Oriol Barbany, Xiaofan Lin, Muhammet Bastan, Arnab Dhua
ProcSim: Proxy-based Confidence for Robust Similarity Learning. WACV (2024)
Souradeep Chakraborty, Shujon Naha, Muhammet Bastan, Amit Kumar K. C, Dimitris Samaras
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics. CoRR (2023)
Oriol Barbany, Xiaofan Lin, Muhammet Bastan, Arnab Dhua
ProcSim: Proxy-based Confidence for Robust Similarity Learning. CoRR (2023)
Zhibo Yang, Muhammet Bastan, Xinliang Zhu, Doug Gray, Dimitris Samaras
Hierarchical Proxy-based Loss for Deep Metric Learning. WACV (2022)
Zhibo Yang, Muhammet Bastan, Xinliang Zhu, Douglas Gray, Dimitris Samaras
Hierarchical Proxy-based Loss for Deep Metric Learning. CoRR (2021)
Muhammet Bastan, Arnau Ramisa, Mehmet Tek
T-VSE: Transformer-Based Visual Semantic Embedding. CoRR (2020)
Dipu Manandhar, Muhammet Bastan, Kim-Hui Yap
Semantic granularity metric learning for visual search. J. Vis. Commun. Image Represent. 72 (2020)
Muhammet Bastan, Kim-Hui Yap, Lap-Pui Chau
Remote detection of idling cars using infrared imaging and deep networks. Neural Comput. Appl. 32 (8) (2020)
Dipu Manandhar, Muhammet Bastan, Kim-Hui Yap
Dynamically Modulated Deep Metric Learning for Visual Search. ICASSP (2020)
Muhammet Bastan, Hao-Yu Wu, Tian Cao, Bhargava Kota, Mehmet Tek
Large Scale Open-Set Deep Logo Detection. CoRR (2019)
Dipu Manandhar, Muhammet Bastan, Kim-Hui Yap
Semantic Granularity Metric Learning for Visual Search. CoRR (2019)
Muhammet Bastan, Xiangxi Shi, Jiuxiang Gu, Zhao Heng, Chen Zhuo, Dennis Sng, Alex C. Kot
NTU ROSE Lab at TRECVID 2018: Ad-hoc Video Search and Video to Text. TRECVID (2018)
Dipu Manandhar, Muhammet Bastan, Kim-Hui Yap
Tiered Deep Similarity Search for Fashion. ECCV Workshops (3) (2018)
Muhammet Bastan, Kim-Hui Yap, Lap-Pui Chau
Remote Detection of Idling Cars Using Infrared Imaging and Deep Networks. CoRR (2018)
Dipu Manandhar, Kim-Hui Yap, Muhammet Bastan, Zhao Heng
Brand-Aware Fashion Clothing Search using CNN Feature Encoding and Re-ranking. ISCAS (2018)
Muhammet Bastan, Özgür Yilmaz
Multi-View Product Image Search with Deep ConvNets Representations. Int. J. Artif. Intell. Tools 27 (8) (2018)
Muhammet Bastan, Kim-Hui Yap, Lap-Pui Chau
Idling Car Detection with ConvNets in Infrared Image Sequences. ISCAS (2018)
Fatih Çalisir, Muhammet Bastan, Özgür Ulusoy, Ugur Güdükbay
Mobile multi-view object image search. Multim. Tools Appl. 76 (10) (2017)
Muhammet Bastan, Syed Saqib Bukhari, Thomas M. Breuel
Active Canny: edge detection and recovery with open active contour models. IET Image Process. 11 (12) (2017)
Kadir Isik, Erol Taskin, M. Fatih Unal, Özgür Yilmaz, Muhammet Bastan
Camera aided navigation for the visually impaired. SIU (2016)
Hilal Kandemir, Busra Canturk, Muhammet Bastan
Mobile Reader: Turkish scene text reader for the visually impaired. SIU (2016)
Muhammet Bastan, Hilal Kandemir, Busra Canturk
MT3S: Mobile Turkish Scene Text-to-Speech System for the Visually Impaired. CoRR (2016)
Muhammet Bastan, Özgür Yilmaz
Multi-View Product Image Search Using ConvNets Features. CoRR (2016)
Muhammet Bastan, Syed Saqib Bukhari, Thomas M. Breuel
Active Canny: Edge Detection and Recovery with Open Active Contour Models. CoRR (2016)
Fatih Çalisir, Özgür Ulusoy, Ugur Güdükbay, Muhammet Bastan
Mobile Multi-View Object Image Search. CoRR (2015)
Fatih Çalisir, Muhammet Bastan, Ugur Güdükbay, Özgür Ulusoy
Mobile image search using multi-query images. SIU (2015)
Muhammet Bastan
Multi-view object detection in dual-energy X-ray images. Mach. Vis. Appl. 26 (7-8) (2015)
Serkan Genç, Muhammet Bastan, Ugur Güdükbay, Volkan Atalay, Özgür Ulusoy
HandVR: a hand-gesture-based interface to a video retrieval system. Signal Image Video Process. 9 (7) (2015)
Kurtulus Karasu, Muhammet Bastan
Turkish OCR on mobile and scanned document images. SIU (2015)
Muhammet Bastan, Wonmin Byeon, Thomas M. Breuel
Object Recognition in Multi-View Dual Energy X-ray Images. BMVC (2013)
Muhammet Bastan, Mohammad Reza Yousefi, Thomas M. Breuel
Visual Words on Baggage X-Ray Images. CAIP (1) (2011)
Pinar Duygulu, Muhammet Bastan
Multimedia translation for linking visual data to semantics in videos. Mach. Vis. Appl. 22 (1) (2011)
Muhammet Bastan, Hayati Cam, Ugur Güdükbay, Özgür Ulusoy
Bilvideo-7: an MPEG-7- compatible video indexing and retrieval system. IEEE Multim. 17 (3) (2010)
Onur Küçüktunç, Muhammet Bastan, Ugur Güdükbay, Özgür Ulusoy
Video copy detection using multiple visual cues and MPEG-7 descriptors. J. Vis. Commun. Image Represent. 21 (8) (2010)
Muhammet Bastan, Ugur Güdükbay, Özgür Ulusoy
Segmentation-based extraction of important objects from video for object-based indexing. ICME (2008)
Onur Kucuktunc, Muhammet Bastan, Ugur Güdükbay, Özgür Ulusoy
Bilkent University Multimedia Database Group at TRECVID 2008. TRECVID (2008)
Tarkan Sevilmis, Muhammet Bastan, Ugur Güdükbay, Özgür Ulusoy
Automatic detection of salient objects and spatial relations in videos for a video database system. Image Vis. Comput. 26 (10) (2008)
Huseyin Gokhan Akcay, E. Ataer, Muhammet Bastan, T. Can, Ö. Cavus, E. Dogrusöz, D. Gökalp, A. Akaydin, L. Akoglu, P. Angin, Ramazan Gökberk Cinbis, T. Gür, M. Ünlü
Bilkent University at TRECVID 2006. TRECVID (2006)
Pinar Duygulu, Muhammet Bastan, David A. Forsyth
Translating Images to Words for Recognizing Objects in Large Image and Video Collections. Toward Category-Level Object Recognition (2006)
Muhammet Bastan, Pinar Duygulu
Recognizing Objects and Scenes in News Videos. CIVR (2006)