Shih-Fu Chang - Publications

Affiliations: 
Electrical Engineering Columbia University, New York, NY 
Area:
multimedia information retrieval, computer vision, machine learning
Website:
http://www.ee.columbia.edu/~sfchang/

171 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Ye M, Shen J, Zhang X, Yuen PC, Chang SF. Augmentation Invariant and Instance Spreading Feature for Softmax Embedding. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750841 DOI: 10.1109/Tpami.2020.3013379  0.68
2020 Zhang X, Sun ZH, Karaman S, Chang S. Discovering Image Manipulation History by Pairwise Relation and Forensics Tools Ieee Journal of Selected Topics in Signal Processing. 14: 1012-1023. DOI: 10.1109/Jstsp.2020.2999827  0.68
2019 Niu Y, Zhang H, Lu Z, Chang SF. Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31283493 DOI: 10.1109/Tpami.2019.2926266  0.96
2018 Niu Y, Lu Z, Wen JR, Xiang T, Chang SF. Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30452369 DOI: 10.1109/Tip.2018.2881928  0.68
2017 Liu X, He J, Chang SF. Hash Bit Selection for Nearest Neighbor Search. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28436872 DOI: 10.1109/Tip.2017.2695895  0.84
2017 Jiang YG, Wu Z, Wang J, Xue X, Chang SF. Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28221992 DOI: 10.1109/Tpami.2017.2670560  0.88
2016 Nguyen DD, Ngo HH, Guo W, Nguyen TT, Chang SW, Jang A, Yoon YS. Can electrocoagulation process be an appropriate technology for phosphorus removal from municipal wastewater? The Science of the Total Environment. 563: 549-556. PMID 27155077 DOI: 10.1016/j.scitotenv.2016.04.045  0.32
2016 Jang Y, Lee AY, Chang SH, Jeong SH, Park KH, Paik MK, Cho NJ, Kim JE, Cho MH. Trifloxystrobin induces tumor necrosis factor-related apoptosis-inducing ligand (TRAIL)-mediated apoptosis in HaCaT, human keratinocyte cells. Drug and Chemical Toxicology. 1-7. PMID 27149887 DOI: 10.1080/01480545.2016.1174871  0.4
2016 Lee WJ, Kang HJ, Won CH, Chang SE, Choi JH, Lee MW. Cutaneous Extranodal Natural Killer/T-Cell Lymphomas Histopathologically Mimicking Benign Inflammatory Disease. The American Journal of Dermatopathology. PMID 27149332 DOI: 10.1097/DAD.0000000000000620  0.76
2016 Yang Z, Nesil T, Connaghan KP, Li MD, Chang SL. Modulation Effect of HIV-1 Viral Proteins and Nicotine on Expression of the Immune-Related Genes in Brain of the HIV-1 Transgenic Rats. Journal of Neuroimmune Pharmacology : the Official Journal of the Society On Neuroimmune Pharmacology. PMID 27147085 DOI: 10.1007/s11481-016-9679-4  0.32
2016 Tsai YW, Wu YH, Chang YY, Liu WC, Liu HL, Chu CH, Chen PC, Lin PT, Fu CC, Chang SL. Sapphire hard X-ray Fabry-Perot resonators for synchrotron experiments. Journal of Synchrotron Radiation. 23: 658-664. PMID 27140144 DOI: 10.1107/S1600577516004999  0.56
2016 An L, Hu Y, Chang S, Zhu X, Ling P, Zhang F, Liu J, Liu Y, Chen Y, Yang L, Presicce GA, Du F. Efficient generation of FVII gene knockout mice using CRISPR/Cas9 nuclease and truncated guided RNAs. Scientific Reports. 6: 25199. PMID 27139777 DOI: 10.1038/srep25199  0.56
2016 Chang SG, Kim DI, Shin ES, Jang JE, Yeon JY, Lee YS. Methodological Quality Appraisal of 27 Korean Guidelines Using a Scoring Guide Based on the AGREE II Instrument and a Web-based Evaluation. Journal of Korean Medical Science. 31: 682-7. PMID 27134487 DOI: 10.3346/jkms.2016.31.5.682  0.44
2016 Wang Y, Li J, Li Y, Fang L, Sun X, Chang S, Zhao P, Cui Z. Identification of ALV-J associated acutely transforming virus Fu-J carrying complete v-fps oncogene. Virus Genes. PMID 27108997 DOI: 10.1007/s11262-016-1301-6  0.68
2016 Chang S, Liu J, Guo S, He S, Qiu G, Lu J, Wang J, Fan L, Zhao W, Chen X. HOTTIP and HOXA13 are oncogenes associated with gastric cancer progression. Oncology Reports. PMID 27108607 DOI: 10.3892/or.2016.4743  0.72
2016 Chuang MT, Chen YC, Lee CT, Cheng CH, Tsai YJ, Chang SY, Su ZS. Apportionment of the sources of high fine particulate matter concentration events in a developing aerotropolis in Taoyuan, Taiwan. Environmental Pollution (Barking, Essex : 1987). 214: 273-281. PMID 27105163 DOI: 10.1016/j.envpol.2016.04.045  0.48
2016 Suh YJ, Lee S, Im DJ, Chang S, Hong YJ, Lee HJ, Hur J, Choi BW, Chang BC, Shim CY, Hong GR, Kim YJ. Added value of cardiac computed tomography for evaluation of mechanical aortic valve: Emphasis on evaluation of pannus with surgical findings as standard reference. International Journal of Cardiology. 214: 454-460. PMID 27096962 DOI: 10.1016/j.ijcard.2016.04.011  0.48
2016 Li S, Yao XZ, Chang SM. Comments on: Does the PFNA™ nail limit impaction in unstable intertrochanteric femoral fracture? A 115 case-control series, published by M. Hélin, A. Pelissier, P. Boyer, T. Delory, C. Estellat, P. Massin in Orthopaedics & Traumatology: Surgery & Research 2015;101(1): 45-49. Orthopaedics & Traumatology, Surgery & Research : Otsr. PMID 27052937 DOI: 10.1016/j.otsr.2016.03.009  0.6
2016 Li W, Zhao W, Liu X, Huang X, Lopez OD, Leet JE, Fancher RM, Nguyen V, Goodrich J, Easter J, Hong Y, Caceres-Cortes J, Chang SY, Ma L, Belema M, et al. Biotransformation of Daclatasvir in Vitro and in Nonclinical Species: Formation of the Main Metabolite by Pyrrolidine δ-Oxidation and Rearrangement. Drug Metabolism and Disposition: the Biological Fate of Chemicals. PMID 27029743 DOI: 10.1124/dmd.115.068866  0.32
2016 Chung CY, Liu CH, Burnouf T, Wang GH, Chang SP, Jassey A, Tai CJ, Tai CJ, Huang CJ, Richardson CD, Yen MH, Lin CC, Lin LT. Activity-Based and Fraction-Guided Analysis of Phyllanthus urinaria Identifies Loliolide as a Potent Inhibitor of Hepatitis C Virus Entry. Antiviral Research. PMID 27012176 DOI: 10.1016/j.antiviral.2016.03.012  0.84
2016 Zhang G, Chen T, Chang S, Zhang W, Wu X, Wu M, Wang Y, Long H, Chen X, Wang Y, Liu G. Complete Genome Sequence of Acinetobacter sp. TTH0-4, a cold-active crude oil degrading strain isolated from Qinghai-Tibet Plateau. Journal of Biotechnology. PMID 26988394 DOI: 10.1016/j.jbiotec.2016.03.018  0.76
2016 Wang CW, Huang CT, Lee JH, Li CH, Chang SW, Siao MJ, Lai TM, Ibragimov B, Vrtovec T, Ronneberger O, Fischer P, Cootes TF, Lindner C. A benchmark for comparison of dental radiography analysis algorithms. Medical Image Analysis. 31: 63-76. PMID 26974042 DOI: 10.1016/j.media.2016.02.004  0.32
2016 Zhang X, Jiao X, Song J, Chang S. Prediction of human protein-protein interaction by a domain-based approach. Journal of Theoretical Biology. PMID 26925814 DOI: 10.1016/j.jtbi.2016.02.026  0.68
2016 Kim HJ, Choi JE, Kim MS, Kim SJ, Chang SO. Nurses' clinical decision-making for preserving nursing home residents' remaining abilities. Journal of Clinical Nursing. PMID 26918957 DOI: 10.1111/jocn.13206  0.44
2016 Chong E, Chang HY, Chen YY, Poh KK, Chung FB, Chang SL, Lo LW, Hu YF, Chao TF, Tuan TC, Chen SA, Lin YJ. When Atrial Fibrillation Co-Exists with Coronary Artery Disease in Patients with Prior Coronary Intervention - Does Ablation Benefit? Heart, Lung & Circulation. PMID 26839165 DOI: 10.1016/j.hlc.2015.12.001  0.52
2016 Chang SW, Kim JY, Kim MJ, Kim GH, Yi JK, Lee DW, Kum KY, Kim EC. Combined effects of mineral trioxide aggregate and human placental extract on rat pulp tissue and growth, differentiation and angiogenesis in human dental pulp cells. Acta Odontologica Scandinavica. 1-9. PMID 26807656 DOI: 10.3109/00016357.2015.1120882  0.56
2016 Wu YPG, Lin YF, Chang SH. Emissions study and estimation of carbon dioxide production from jatropha curcas oil biodiesel Aerosol and Air Quality Research. 16: 1222-1233. DOI: 10.4209/aaqr.2015.07.0479  0.76
2016 Liu Xd, Chang Ss, Xiao Y, Zhao LC. Existence of fixed points for Θ-type contraction and Θ-type Suzuki contraction in complete metric spaces Fixed Point Theory and Applications. 2016: 1-12. DOI: 10.1186/s13663-016-0496-5  0.48
2016 Song E, Ellis JG, Li H, Chang SF. Watching what and how politicians discuss various topics - A large-scale video analytics UI Icmr 2016 - Proceedings of the 2016 Acm International Conference On Multimedia Retrieval. 401-404. DOI: 10.1145/2911996.2912025  0.56
2016 Lee GS, Kwon GY, Bang SS, Lee YH, Chang SJ, Sohn SH, Park K, Shin YJ. Time-Frequency-based insulation diagnostic technique of higherature superconducting cable systems Ieee Transactions On Applied Superconductivity. 26. DOI: 10.1109/TASC.2016.2524520  0.36
2016 Lin WT, Tsao LC, Shie AJ, Chang ST, Yang TC. The application of Taguchi methods to parameters optimization for preventing coagulation in artificial kidneys Journal of Industrial and Production Engineering. 1-6. DOI: 10.1080/21681015.2016.1139006  0.44
2016 Chang SH, Kang HS, Moon SR, Lee JK. Optimization of coherent optical OFDM transmitter using DP-IQ modulator with nonlinear response Optical Fiber Technology. 30: 112-115. DOI: 10.1016/j.yofte.2016.04.008  0.44
2016 Chang S, Si T, Zhang S, Merrick MA, Cohn DE, Xu RX. Ultrasound mediated destruction of multifunctional microbubbles for image guided delivery of oxygen and drugs Ultrasonics Sonochemistry. 28: 31-38. DOI: 10.1016/j.ultsonch.2015.06.024  0.4
2016 Chang S, Jin Y, Zhang XR, Sun YB. Carbonylative Hiyama coupling of aryl halides with arylsilanes under balloon pressure of CO Tetrahedron Letters. 57: 2017-2020. DOI: 10.1016/j.tetlet.2016.02.058  0.92
2016 Chang SC, Lin CF, Wu WM. The features and marketability of certificates for occupational safety and health management in Taiwan Safety Science. 85: 77-87. DOI: 10.1016/j.ssci.2015.12.024  0.6
2016 Li Y, Chang S, Fu L, Zhang S. A technology review on recovering waste heat from the condensers of large turbine units in China Renewable and Sustainable Energy Reviews. 58: 287-296. DOI: 10.1016/j.rser.2015.12.059  0.64
2016 Chang S, Huang C, Zhang H, Chang A. Preparation and electrical characterization of a new linear negative temperature coefficient (1-x)BaSn0.96Sb0.04O3-xCoFe0.5Co1.5O4 composite ceramics Materials Letters. 177: 9-12. DOI: 10.1016/j.matlet.2016.04.147  0.52
2016 Wang CJ, Shei SC, Chang SJ. Thermodynamics and kinetics insight into reaction mechanism of Cu2ZnSnSe4 nanoink based on binary metal-amine complexes in polyetheramine-synthesized process Journal of Alloys and Compounds. 676: 54-63. DOI: 10.1016/j.jallcom.2016.02.158  0.68
2016 Yu M, Li J, Chang S, Zhang L, Mao Y, Cui T, Yan Z, Luo C, Li S. Bioethanol production using the sodium hydroxide pretreated sweet sorghum bagasse without washing Fuel. 175: 20-25. DOI: 10.1016/j.fuel.2016.02.012  0.64
2016 Chang SW, Cai WL, Syu RS. Heat transfer and pressure drop measurements for tubes fitted with twin and four twisted fins on rod Experimental Thermal and Fluid Science. 74: 220-234. DOI: 10.1016/j.expthermflusci.2016.01.001  0.4
2016 Cheng YC, Huang CY, Wu WW, Chang SC, Lee-Hsieh J, Liang SY, Cheng SF. The lived experiences of aboriginal adolescent survivors of childhood cancer during the recovering process in Taiwan: A descriptive qualitative research European Journal of Oncology Nursing. 22: 78-84. DOI: 10.1016/j.ejon.2016.03.005  0.48
2016 Lee KJ, Chang SO, Jung KY. Experiences with a low-iodine diet: A qualitative study of patients with thyroid cancer receiving radioactive iodine therapy European Journal of Oncology Nursing. 23: 43-50. DOI: 10.1016/j.ejon.2016.02.011  0.44
2016 Zheng D, Zhang Q, Chang SC, Wang B. A new damselfly (Odonata: Zygoptera: Platystictidae) from mid-Cretaceous Burmese amber Cretaceous Research. 63: 142-147. DOI: 10.1016/J.Cretres.2016.03.006  0.76
2016 Zheng D, Nel A, Wang B, Jarzembowski EA, Chang SC, Zhang H. The first Early Cretaceous damsel-dragonfly (Odonata: Stenophlebiidae: Stenophlebia) from western Liaoning, China Cretaceous Research. 61: 124-128. DOI: 10.1016/j.cretres.2016.01.003  0.76
2016 Zheng D, Nel A, Wang B, Jarzembowski EA, Chang SC, Zhang H. The discovery of the hindwing of the Early Cretaceous dragonfly Sinaktassia tangi Lin, Nel & Huang, 2010 (Odonata, Aktassiidae) in northeastern China Cretaceous Research. 61: 86-90. DOI: 10.1016/J.Cretres.2015.12.015  0.76
2016 Wang HY, Wang CC, Chang SC, Lin JC. A study of engineering and electricity properties of cement mortar added with recycled materials and piezoelectric powders Construction and Building Materials. 113: 297-305. DOI: 10.1016/j.conbuildmat.2016.03.056  0.64
2016 Mehboob H, Bae JH, Han MG, Chang SH. Effect of air plasma treatment on mechanical properties of bioactive composites for medical application: Composite preparation and characterization Composite Structures. 143: 23-32. DOI: 10.1016/j.compstruct.2016.02.012  0.32
2016 Li X, QianYang, Ouyang J, Yang H, Chang S. Chitosan modified halloysite nanotubes as emerging porous microspheres for drug carrier Applied Clay Science. 126: 306-312. DOI: 10.1016/j.clay.2016.03.035  0.8
2016 Chang S, Li Y, Gao F. The impact of delaying an investment decision on R&D projects in real option game Chaos, Solitons and Fractals. 87: 182-189. DOI: 10.1016/j.chaos.2016.03.035  0.8
2016 Shin E, Jin S, Kim J, Chang SJ, Jun BH, Park KW, Hong J. Preparation of K-doped TiO2 nanostructures by wet corrosion and their sunlight-driven photocatalytic performance Applied Surface Science. 379: 33-38. DOI: 10.1016/j.apsusc.2016.03.222  0.52
2016 Deng X, Zhang Z, Deng Y, Liu Q, Chang S. Self-adaptive win-stay-lose-shift reference selection mechanism promotes cooperation on a square lattice Applied Mathematics and Computation. 284: 322-331. DOI: 10.1016/j.amc.2016.03.010  0.72
2016 Fan XY, Liu L, Chang SQ, Xu JT, Dai JG. Electromagnetic valve train for gasoline engine exhaust system International Journal of Automotive Technology. 17: 361-367. DOI: 10.1007/s12239-016-0037-6  0.88
2016 Ge S, Chang S, Wang T, Calzado LE, Isac M, Kozinski J, Guthrie RIL. Mathematical Modeling and Microstructure Analysis of Low Carbon Steel Strips Produced by Horizontal Single Belt Casting (HSBC) Metallurgical and Materials Transactions B: Process Metallurgy and Materials Processing Science. 47: 1893-1904. DOI: 10.1007/S11663-016-0607-Z  0.52
2016 Wang L, Liu Y, Chang S. Fabrication of Spherical AlSi10Mg Powders by Radio Frequency Plasma Spheroidization Metallurgical and Materials Transactions a: Physical Metallurgy and Materials Science. 1-10. DOI: 10.1007/s11661-016-3384-z  1
2016 Lan SW, Weng MH, Chang SJ, Hung CY. Design of wideband bandpass filter using mode-exciting technology Microwave and Optical Technology Letters. 58: 1507-1510. DOI: 10.1002/mop.29838  0.68
2015 Choi JW, Min KM, Hengoju S, Kim GJ, Chang SI, deMello AJ, Choo J, Kim HY. A droplet-based microfluidic immunosensor for high efficiency melamine analysis. Biosensors & Bioelectronics. 80: 182-186. PMID 26829578 DOI: 10.1016/J.Bios.2015.12.023  0.48
2015 Heo JP, Lee Y, He J, Chang SF, Yoon SE. Spherical Hashing: Binary Code Embedding with Hyperspheres. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 2304-16. PMID 26440269 DOI: 10.1109/Tpami.2015.2408363  0.56
2015 Chang SH, Huang SR, Huang SF, Lin CL. Mechanical response comparison in an implant overdenture retained by ball attachments on conventional regular and mini dental implants: a finite element analysis. Computer Methods in Biomechanics and Biomedical Engineering. 1-11. PMID 26212887 DOI: 10.1080/10255842.2015.1067687  0.72
2015 Lai KT, Liu D, Chen MS, Chang SF. Learning Sample Specific Weights for Late Fusion. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 25879948 DOI: 10.1109/Tip.2015.2423560  1
2015 Jou B, Chen T, Pappas N, Redi M, Topkara M, Chang SF. Visual affect around the world: A large-scale multilingual visual sentiment ontology Mm 2015 - Proceedings of the 2015 Acm Multimedia Conference. 159-168. DOI: 10.1145/2733373.2806246  0.56
2015 Kofler C, Bhattacharya S, Larson M, Chen T, Hanjalic A, Chang SF. Uploader Intent for Online Video: Typology, Inference, and Applications Ieee Transactions On Multimedia. 17: 1200-1212. DOI: 10.1109/Tmm.2015.2445573  1
2015 Jiang YG, Dai Q, Mei T, Rui Y, Chang SF. Super Fast Event Recognition in Internet Videos Ieee Transactions On Multimedia. 17: 1174-1186. DOI: 10.1109/Tmm.2015.2436813  1
2015 Chen YY, Chen T, Liu T, Liao HYM, Chang SF. Assistive Image Comment Robot - A Novel Mid-Level Concept-Based Representation Ieee Transactions On Affective Computing. 6: 298-311. DOI: 10.1109/Taffc.2014.2388370  1
2015 Li Y, Xu D, Yue Y, Wang Y, Chang SF, Grinspun E, Allen PK. Regrasping and unfolding of garments using predictive thin shell modeling Proceedings - Ieee International Conference On Robotics and Automation. 2015: 1382-1388. DOI: 10.1109/ICRA.2015.7139370  1
2014 Jangraw DC, Wang J, Lance BJ, Chang SF, Sajda P. Neurally and ocularly informed graph-based models for searching 3D environments. Journal of Neural Engineering. 11: 046003. PMID 24891496 DOI: 10.1088/1741-2560/11/4/046003  1
2014 Yang CC, Chang SF, Chao JK, Lai YL, Chang WE, Hsu WH, Kuo WH. Activation of AMP-activated protein kinase attenuates hepatocellular carcinoma cell adhesion stimulated by adipokine resistin. Bmc Cancer. 14: 112. PMID 24555415 DOI: 10.1186/1471-2407-14-112  0.36
2014 Yu FX, Cao L, Merler M, Codella N, Chen T, Smith JR, Chang SF. Modeling attributes from category-attribute proportions Mm 2014 - Proceedings of the 2014 Acm Conference On Multimedia. 977-980. DOI: 10.1145/2647868.2654993  1
2014 Zhang W, Li H, Ngo CW, Chang SF. Scalable visual instance mining with threads of features Mm 2014 - Proceedings of the 2014 Acm Conference On Multimedia. 297-306. DOI: 10.1145/2647868.2654942  1
2014 Chen T, Yu FX, Chen J, Cui Y, Chen YY, Chang SF. Object-based visual sentiment concept analysis and application Mm 2014 - Proceedings of the 2014 Acm Conference On Multimedia. 367-376. DOI: 10.1145/2647868.2654935  1
2014 Liu X, Mu Y, Lang B, Chang SF. Mixed image-keyword query adaptive hashing over multilabel images Acm Transactions On Multimedia Computing, Communications and Applications. 10. DOI: 10.1145/2540990  1
2014 Li Y, Wang Y, Case M, Chang SF, Allen PK. Real-time pose estimation of deformable objects using a volumetric approach Ieee International Conference On Intelligent Robots and Systems. 1046-1052. DOI: 10.1109/IROS.2014.6942687  1
2014 Mu Y, Hua G, Fan W, Chang SF. Hash-SVM: Scalable kernel machines for large-scale visual classification Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 979-986. DOI: 10.1109/CVPR.2014.130  1
2013 Borth D, Ji R, Chen T, Breuel T, Chang SF. Large-scale visual sentiment ontology and detectors using adjective noun pairs Mm 2013 - Proceedings of the 2013 Acm Multimedia Conference. 223-232. DOI: 10.1145/2502081.2502282  1
2013 Talwalkar A, MacKey L, Mu Y, Chang SF, Jordan MI. Distributed low-rank subspace segmentation Proceedings of the Ieee International Conference On Computer Vision. 3543-3550. DOI: 10.1109/ICCV.2013.440  1
2013 Yu FX, Cao L, Feris RS, Smith JR, Chang SF. Designing category-level attributes for discriminative visual recognition Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 771-778. DOI: 10.1109/CVPR.2013.105  1
2012 Choromanska A, Chang SF, Yuste R. Automatic reconstruction of neural morphologies with multi-scale tracking. Frontiers in Neural Circuits. 6: 25. PMID 22754498 DOI: 10.3389/Fncir.2012.00025  1
2012 Jiang YG, Dai Q, Wang J, Ngo CW, Xue X, Chang SF. Fast semantic diffusion for large-scale context-based image and video annotation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 3080-91. PMID 22345543 DOI: 10.1109/Tip.2012.2188038  1
2012 Wang J, Kumar S, Chang SF. Semi-supervised hashing for large-scale search. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 2393-406. PMID 22331853 DOI: 10.1109/Tpami.2012.48  0.72
2012 Chang E, Chang SF, Hauptmann AG, Huang TS, Slaney M. Web-scale multimedia processing and applications [Scanning the Issue] Proceedings of the Ieee. 100: 2580-2583. DOI: 10.1109/JPROC.2012.2204110  1
2011 Pohlmeyer EA, Wang J, Jangraw DC, Lou B, Chang SF, Sajda P. Closing the loop in cortically-coupled computer vision: a brain-computer interface for searching image databases. Journal of Neural Engineering. 8: 036025. PMID 21562364 DOI: 10.1088/1741-2560/8/3/036025  1
2011 Beigi MS, Chang SF, Ebadollahi S, Verma DC. Anomaly detection in information streams without prior domain knowledge Ibm Journal of Research and Development. 55. DOI: 10.1147/Jrd.2011.2163280  1
2011 Ji R, Duan LY, Chen J, Yao H, Rui Y, Chang SF, Gao W. Towards low bit rate mobile visual search with multiple-channel coding Mm'11 - Proceedings of the 2011 Acm Multimedia Conference and Co-Located Workshops. 573-582. DOI: 10.1145/2072298.2072372  1
2011 Jiang YG, Ye G, Chang SF, Ellis D, Loui AC. Consumer video understanding: A benchmark database and an evaluation of human and machine performance Proceedings of the 1st Acm International Conference On Multimedia Retrieval, Icmr'11. DOI: 10.1145/1991996.1992025  1
2011 Jiang YG, Wang J, Chang SF. Lost in binarization: Query-adaptive ranking for similar image search with compact codes Proceedings of the 1st Acm International Conference On Multimedia Retrieval, Icmr'11. DOI: 10.1145/1991996.1992012  1
2011 Jiang YG, Li Z, Chang SF. Modeling scene and object contexts for human action retrieval with few examples Ieee Transactions On Circuits and Systems For Video Technology. 21: 674-681. DOI: 10.1109/Tcsvt.2011.2129870  1
2010 Pohlmeyer EA, Jangraw DC, Wang J, Chang SF, Sajda P. Combining computer and human vision into a BCI: can the whole be greater than the sum of its parts? Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 138-41. PMID 21096742 DOI: 10.1109/IEMBS.2010.5627403  1
2010 Jiang W, Cotton C, Chang SF, Ellis D, Loui AC. Audio-visual atoms for generic video concept classification Acm Transactions On Multimedia Computing, Communications and Applications. 6. DOI: 10.1145/1823746.1823748  1
2010 Sajda P, Pohlmeyer E, Wang J, Parra LC, Christoforou C, Dmochowski J, Hanna B, Bahlmann C, Singh MK, Chang SF. In a blink of an eye and a switch of a transistor: Cortically coupled computer vision Proceedings of the Ieee. 98: 462-478. DOI: 10.1109/JPROC.2009.2038406  1
2009 Zhou X, Wang H, Wang J, Wang Y, Hoehn G, Azok J, Brennan ML, Hazen SL, Li K, Chang SF, Wong ST. Identification of biomarkers for risk stratification of cardiovascular events using genetic algorithm with recursive local floating search. Proteomics. 9: 2286-94. PMID 19337989 DOI: 10.1002/Pmic.200700867  1
2009 Wang J, Zhou X, Li F, Bradley PL, Chang SF, Perrimon N, Wong ST. An image score inference system for RNAi genome-wide screening based on fuzzy mixture regression modeling. Journal of Biomedical Informatics. 42: 32-40. PMID 18547870 DOI: 10.1016/J.Jbi.2008.04.007  1
2009 Wang J, Pohlmeyer E, Hanna B, Jiang YG, Sajda P, Chang SF. Brain state decoding for rapid image retrieval Mm'09 - Proceedings of the 2009 Acm Multimedia Conference, With Co-Located Workshops and Symposiums. 945-954. DOI: 10.1145/1631272.1631463  1
2009 Jiang YG, Ngo CW, Chang SF. Semantic context transfer across heterogeneous sources for domain adaptive video search Mm'09 - Proceedings of the 2009 Acm Multimedia Conference, With Co-Located Workshops and Symposiums. 155-164. DOI: 10.1145/1631272.1631296  1
2009 Jiang W, Cotton C, Chang SF, Ellis D, Loui A. Short-term audio-visual atoms for generic video concept classification Mm'09 - Proceedings of the 2009 Acm Multimedia Conference, With Co-Located Workshops and Symposiums. 5-14. DOI: 10.1145/1631272.1631277  1
2009 Jebara T, Wang J, Chang SF. Graph construction and b-matching for semi-supervised learning Proceedings of the 26th International Conference On Machine Learning, Icml 2009. 441-448. DOI: 10.1145/1553374.1553432  1
2009 Beigi M, Chang SF, Ebadollahi S, Verma D. Multi-scale temporal segmentation and outlier detection in sensor networks Proceedings - 2009 Ieee International Conference On Multimedia and Expo, Icme 2009. 306-309. DOI: 10.1109/ICME.2009.5202496  1
2009 Jiang YG, Wang J, Chang SF, Ngo CW. Domain adaptive semantic diffusion for large scale context-based video annotation Proceedings of the Ieee International Conference On Computer Vision. 1420-1427. DOI: 10.1109/ICCV.2009.5459295  1
2009 Wang J, Jiang YG, Chang SF. Label diagnosis through self tuning for web image search 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 1390-1397. DOI: 10.1109/CVPRW.2009.5206729  1
2008 Wang J, Zhou X, Bradley PL, Chang SF, Perrimon N, Wong ST. Cellular phenotype recognition for high-content RNA interference genome-wide screening. Journal of Biomolecular Screening. 13: 29-39. PMID 18227224 DOI: 10.1177/1087057107311223  1
2008 Zavesky E, Chang SF. CuZero: Embracing the frontier of interactive visual search for informed users Proceedings of the 1st International Acm Conference On Multimedia Information Retrieval, Mir2008, Co-Located With the 2008 Acm International Conference On Multimedia, Mm'08. 237-244. DOI: 10.1145/1460096.1460136  1
2008 Zavesky E, Chang SF, Yang CC. Visual islands: Intuitive browsing of visual search results Civr 2008 - Proceedings of the International Conference On Content-Based Image and Video Retrieval. 617-626. DOI: 10.1145/1386352.1386442  1
2008 Zavesky E, Chang SF. Columbia University's semantic video search engine 2008 Civr 2008 - Proceedings of the International Conference On Content-Based Image and Video Retrieval. 545-546. DOI: 10.1145/1386352.1386423  1
2008 Jiang W, Zavesky E, Chang SF, Loui A. Cross-domain learning methods for high-level visual concept classification Proceedings - International Conference On Image Processing, Icip. 161-164. DOI: 10.1109/ICIP.2008.4711716  1
2007 Yang LM, Hsu FL, Chang SF, Cheng JT, Hsu JY, Hsu CY, Liu PC, Lin SJ. Microbial metabolism of steviol and steviol-16alpha,17-epoxide. Phytochemistry. 68: 562-70. PMID 17207824 DOI: 10.1016/j.phytochem.2006.11.021  0.8
2007 Chang SF, Ellis D, Jiang W, Lee K, Yanagawa A, Loui AC, Luo J. Large-scale multimodal semantic concept detection for consumer video Proceedings of the Acm International Multimedia Conference and Exhibition. 255-264. DOI: 10.1145/1290082.1290118  1
2007 Loui A, Luo J, Chang SF, Ellis D, Jiang W, Kennedy L, Lee K, Yanagawa A. Kodak's consumer video benchmark data set: Concept definition and annotation Proceedings of the Acm International Multimedia Conference and Exhibition. 245-254. DOI: 10.1145/1290082.1290117  1
2007 Wang J, Zhou X, Lu J, Lichtman J, Chang SF, Wong STC. Dynamic local tracing for 3D axon curvilinear structure detection from microscopic image stack 2007 4th Ieee International Symposium On Biomedical Imaging: From Nano to Macro - Proceedings. 81-84. DOI: 10.1109/ISBI.2007.356793  1
2007 Jiang W, Chang SF, Loui AC. Context-based concept fusion with boosted conditional random fields Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1. DOI: 10.1109/ICASSP.2007.366066  1
2007 Jiang W, Chang SF, Loui AC. Kernel sharing with joint boosting for multi-class concept detection Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383483  1
2006 Chang SF, Yang LM, Hsu FL, Hsu JY, Liaw JH, Lin SJ. Transformation of steviol-16alpha,17-epoxide by Streptomyces griseus and Cunninghamella bainieri. Journal of Natural Products. 69: 1450-5. PMID 17067160 DOI: 10.1021/np0602564  0.8
2006 Maeno K, Sun Q, Chang S, Suto M. New semi-fragile image authentication watermarking techniques using random bias and nonuniform quantization Ieee Transactions On Multimedia. 8: 32-45. DOI: 10.1109/Tmm.2005.861293  0.8
2006 Naphade M, Smith JR, Tesic J, Chang SF, Hsu W, Kennedy L, Hauptmann A, Curtis J. Large-scale concept ontology for multimedia Ieee Multimedia. 13: 86-91. DOI: 10.1109/Mmul.2006.63  1
2006 Ebadollahi S, Xie L, Chang SF, Smith JR. Visual event detection using multi-dimensional concept dynamics 2006 Ieee International Conference On Multimedia and Expo, Icme 2006 - Proceedings. 2006: 881-884. DOI: 10.1109/ICME.2006.262691  1
2006 Jiang W, Chang SF, Loui AC. Active context-based concept fusion with partial user labels Proceedings - International Conference On Image Processing, Icip. 2917-2920. DOI: 10.1109/ICIP.2006.313129  1
2006 Xie L, Xu D, Ebadollahi S, Scheinberg K, Change SF, Smith JR. Detecting generic visual events with temporal cues Conference Record - Asilomar Conference On Signals, Systems and Computers. 54-58. DOI: 10.1109/ACSSC.2006.356582  0.48
2006 Ebadollahi S, Xie L, Abreu A, Podlaseck M, Chang SF, Smith JR. Exploring the dynamics of visual events in the multi-dimensional semantic concept space Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4071: 503-505. DOI: 10.1007/11788034_54  1
2005 Sun Q, Chang S. A secure and robust digital signature scheme for JPEG2000 image authentication Ieee Transactions On Multimedia. 7: 480-494. DOI: 10.1109/Tmm.2005.846776  0.8
2005 Wang Y, Van Der Schaar M, Chang SF, Loui AC. Classification-based multidimensional adaptation prediction for scalable video coding using subjective quality evaluation Ieee Transactions On Circuits and Systems For Video Technology. 15: 1270-1279. DOI: 10.1109/Tcsvt.2005.854224  1
2005 Yeo C, Zhu YW, Sun Q, Chang SF. A framework for sub-window shot detection Proceedings of the 11th International Multimedia Modelling Conference, Mmm 2005. 84-91. DOI: 10.1109/MMMC.2005.7  1
2005 Chang SF, Manmatha R, Chua TS. Combining text and audio-visual features in video indexing Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2005.1416476  1
2005 Xie L, Kennedy L, Chang SF, Divakaran A, Sun H, Lin CY. Layered dynamic mixture model for pattern discovery in asynchronous multi-modal streams Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2005.1415589  1
2005 Mizutani M, Ebadollahi S, Chang SF. Commercial detection in heterogeneous video streams using fused multi-modal and temporal features Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. II157-II160. DOI: 10.1109/ICASSP.2005.1415365  1
2004 Xie L, Kennedy L, Chang SF, Divakaran A, Sun H, Lin CY. Discovering meaningful multimedia patterns with audio-visual concepts and associated text Proceedings - International Conference On Image Processing, Icip. 4: 2383-2386. DOI: 10.1109/ICIP.2004.1421580  1
2004 Divakaran A, Peker KA, Chang SF, Radhakrishnan R, Xie L. Video mining: Pattern discovery versus pattern recognition Proceedings - International Conference On Image Processing, Icip. 4: 2379-2382. DOI: 10.1109/ICIP.2004.1421579  1
2004 Xie L, Xu P, Chang SF, Divakaran A, Sun H. Structure analysis of soccer video with domain knowledge and hidden Markov models Pattern Recognition Letters. 25: 767-775. DOI: 10.1016/J.Patrec.2004.01.005  1
2004 Zhong D, Chang SF. Real-time view recognition and event detection for sports video Journal of Visual Communication and Image Representation. 15: 330-347. DOI: 10.1016/J.Jvcir.2004.04.009  1
2003 Hsu WH, Chang S, Huang C, Kennedy LS, Lin C, Iyengar G. Discovery and fusion of salient multimodal features toward news story segmentation Electronic Imaging. 5307: 244-258. DOI: 10.1117/12.533037  0.92
2003 Jaimes A, Chang SF, Loui AC. Detection of non-identical duplicate consumer photographs Icics-Pcm 2003 - Proceedings of the 2003 Joint Conference of the 4th International Conference On Information, Communications and Signal Processing and 4th Pacific-Rim Conference On Multimedia. 1: 16-20. DOI: 10.1109/ICICS.2003.1292404  1
2003 Wang H, Divakaran A, Vetro A, Chang SF, Sun H. Survey of compressed-domain features used in audio-visual indexing and analysis Journal of Visual Communication and Image Representation. 14: 150-183. DOI: 10.1016/S1047-3203(03)00019-1  1
2002 Maeno K, Sun Q, Chang S, Suto M. New semifragile image authentication watermarking techniques using random bias and nonuniform quantization Electronic Imaging. 4675: 659-670. DOI: 10.1117/12.465327  0.8
2002 Sundaram H, Chang SF. Computable scenes and structures in films Ieee Transactions On Multimedia. 4: 482-491. DOI: 10.1109/Tmm.2002.802017  1
2001 Ebadollahi S, Chang SF. PERSIVAL: View segmentation and static/dynamic summary generation for echocardiogram videos Proceedings of First Acm/Ieee-Cs Joint Conference On Digital Libraries. 456. DOI: 10.1145/379437.379787  1
2001 McKeown KR, Chang SF, Cimino J, Feiner SK, Friedman C, Gravano L, Hatzivassiloglou V, Johnson S, Jordan DA, Klavans JL, Kushniruk A, Patel V, Teufel S. PERSIVAL, a system for personalized search and summarization over multimedia healthcare information Proceedings of First Acm/Ieee-Cs Joint Conference On Digital Libraries. 331-340. DOI: 10.1145/379437.379722  1
2001 Jaimes A, Pelz J, Grabowski T, Babcock J, Chang SF. Using human observers' eye movements in automatic image classifiers Proceedings of Spie - the International Society For Optical Engineering. 4299: 373-384. DOI: 10.1117/12.429507  1
2001 Ebadollahi S, Chang SF, Wu H, Takoma S. Echocardiogram video summarization Proceedings of Spie - the International Society For Optical Engineering. 4325: 492-501. DOI: 10.1117/12.428229  1
2001 Xu P, Xie L, Chang SF, Divakaran A, Vetro A, Sun H. Algorithms and system for segmentation and structure analysis in soccer video Proceedings - Ieee International Conference On Multimedia and Expo. 721-724. DOI: 10.1109/ICME.2001.1237823  1
2001 Zhong D, Chang SF. Structure analysis of sports video using domain models Proceedings - Ieee International Conference On Multimedia and Expo. 713-716. DOI: 10.1109/ICME.2001.1237820  1
2001 Sundaram H, Chang SF. Condensing computable scenes using visual complexity and film syntax analysis Proceedings - Ieee International Conference On Multimedia and Expo. 273-276. DOI: 10.1109/ICME.2001.1237709  1
2001 Lin C, Chang S. A robust image authentication method distinguishing JPEG compression from malicious manipulation Ieee Transactions On Circuits and Systems For Video Technology. 11: 153-168. DOI: 10.1109/76.905982  0.92
2000 Sun Q, Zhong D, Chang S, Wu J, Narasimhalu AD. VQ-based digital signature scheme for multimedia content authentication Electronic Imaging. 3971: 404-416. DOI: 10.1117/12.384994  1
2000 Lin C, Chang S. Semifragile watermarking for authenticating JPEG visual content Electronic Imaging. 3971: 140-151. DOI: 10.1117/12.384968  0.92
2000 Zamora J, Jacobs S, Eleftheriadis A, Chang SF, Anastassiou D. A practical methodology for guaranteeing quality of service for video-on-demand Ieee Transactions On Circuits and Systems For Video Technology. 10: 166-178. DOI: 10.1109/76.825870  1
2000 De Los Reyes G, Reibman AR, Chang SF, Chuang JCI. Error-resilient transcoding for video over wireless channels Ieee Journal On Selected Areas in Communications. 18: 1063-1074. DOI: 10.1109/49.848256  1
1999 Chen W, Chang S. Motion trajectory matching of video objects Storage and Retrieval For Image and Video Databases. 3972: 544-553. DOI: 10.1117/12.373587  0.8
1999 Jaimes A, Chang S. Automatic Selection of Visual Features and Classifiers Storage and Retrieval For Image and Video Databases. 3972: 346-358. DOI: 10.1117/12.373566  1
1999 Jaimes A, Chang S. Conceptual framework for indexing visual information at multiple levels Electronic Imaging. 3964: 2-15. DOI: 10.1117/12.373443  1
1999 Zhong D, Chang S, Smith JR. Differential compression and optimal caching methods for content-based image search systems Proceedings of Spie. 3846: 413-422. DOI: 10.1117/12.360445  1
1999 Wang H, Stone HS, Chang S. FaceTrack: Tracking and summarizing faces from compressed video Proceedings of Spie. 3846: 222-234. DOI: 10.1117/12.360426  0.6
1999 Lin C, Chang S. Issues and solutions for authenticating MPEG video Electronic Imaging. 3657: 54-65. DOI: 10.1117/12.344703  0.92
1999 Zhong D, Chang SF. An integrated approach for content-based video object segmentation and retrieval Ieee Transactions On Circuits and Systems For Video Technology. 9: 1259-1268. DOI: 10.1109/76.809160  1
1999 Zamora J, Anastassiou D, Chang SF, Ulbricht L. Objective and subjective quality of service performance of video-on-demand in ATM-WAN Signal Processing: Image Communication. 14: 635-654. DOI: 10.1016/S0923-5965(99)00002-8  1
1999 Bimbo AD, Castelli V, Chang S, Li C. Guest editors' introduction: content-based access of image and video libraries Computer Vision and Image Understanding. 75: 1-2. DOI: 10.1006/Cviu.1999.0775  0.4
1998 Jaimes A, Chang S. Model-based classification of visual information for content-based retrieval Storage and Retrieval For Image and Video Databases. 3656: 402-414. DOI: 10.1117/12.333859  1
1998 Beigi M, Benitez AB, Chang SF. MetaSEEk: A content-based meta-search engine for images Proceedings of Spie - the International Society For Optical Engineering. 3312: 118-128. DOI: 10.1117/12.298436  1
1998 Chang SF, Chen W, Meng HJ, Sundaram H, Zhong D. A fully automated content-based video search engine supporting spatiotemporal queries Ieee Transactions On Circuits and Systems For Video Technology. 8: 602-615. DOI: 10.1109/76.718507  1
1998 Chang SFU, Eleftheriadis A, Mcclintock R. Next-Generation Content Representation, Creation, and Searching for New-Media Applications in Education Proceedings of the Ieee. 86: 884-904. DOI: 10.1109/5.664278  1
1998 Benitez AB, Beigi M, Chang SF. Using relevance feedback in content-based image metasearch Ieee Internet Computing. 2: 59-69. DOI: 10.1109/4236.707692  1
1998 McKeown KR, Feiner SK, Dalal M, Chang SF. Generating multimedia briefings: Coordinating language and illustration Artificial Intelligence. 103: 95-116. DOI: 10.1016/S0004-3702(98)00072-1  1
1998 Chang SF, Gravano L, Kaiser GE, Ross KA, Stolfo SJ. Database research at Columbia University Sigmod Record (Acm Special Interest Group On Management of Data). 27: 75-80.  1
1997 Lin C, Chang S. Robust image authentication method surviving JPEG lossy compression Storage and Retrieval For Image and Video Databases. 3312: 296-307. DOI: 10.1117/12.298462  0.92
1997 Wang H, Chang S. A highly efficient system for automatic face region detection in MPEG video Ieee Transactions On Circuits and Systems For Video Technology. 7: 615-628. DOI: 10.1109/76.611173  0.6
1997 Chang SF, Eleftheriadis A, Anastassiou D, Jacobs S, Kalva H, Zamora J. Columbia's VoD and Multimedia Research Testbed with Heterogeneous Network Support Multimedia Tools and Applications. 5: 171-184. DOI: 10.1023/A:1009693215780  1
1997 Chu CT, Anastassiou D, Chang SF. Hybrid object-based/block-based coding in video compression at very low bit-rate Signal Processing: Image Communication. 10: 159-171. DOI: 10.1016/S0923-5965(97)00023-4  1
1997 Aho AV, Chang SF, Mckeown KR, Radev DR, Smith JR, Zaman KA. Columbia digital news project: An environment for briefing and search over multimedia information International Journal On Digital Libraries. 1: 377-385. DOI: 10.1007/S007990050030  1
1997 Chu CT, Anastassiou D, Chang SF. Motion-adapted content-based temporal scalability in very low bitrate video coding Data Compression Conference Proceedings. 431.  1
1996 Wang H, Chang S. Automatic face-region detection in MPEG video sequences Proceedings of Spie. 2898: 160-168. DOI: 10.1117/12.253403  0.6
1996 Zhong D, Zhang H, Chang S. Clustering methods for video browsing and annotation Storage and Retrieval For Image and Video Databases. 2670: 239-246. DOI: 10.1117/12.234800  1
1996 Chang SF, Eleftheriadis A, Anastassiou D. Development of Columbia's video on demand testbed Signal Processing: Image Communication. 8: 191-207. DOI: 10.1016/0923-5965(95)00047-X  1
1996 Chu CT, Anastassiou D, Chang SF. Bi-directional object-based coding in video compression at very low bitrate International Conference On Signal Processing Proceedings, Icsp. 2: 986-989.  1
1995 Chang SF, Messerschmitt DG. Manipulation and Compositing of MC-DCT Compressed Video Ieee Journal On Selected Areas in Communications. 13: 1-11. DOI: 10.1109/49.363151  1
1994 Chang SF, Messerschmitt DG. Comparison of transform coding techniques for two-dimensional arbitrarily shaped images Multimedia Systems. 1: 231-239. DOI: 10.1007/Bf01223345  1
1992 Chang SF, Messerschmitt DG. Designing High-Throughput VLC Decoder Part I—Concurrent VLSI Architectures Ieee Transactions On Circuits and Systems For Video Technology. 2: 187-196. DOI: 10.1109/76.143418  1
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