Fundamentals of speech recognition
Fundamentals of speech recognition
Affective computing
Affect computing in film through sound energy dynamics
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Audio-Visual Event Detection using Duration dependent input output Markov models
CBAIVL '01 Proceedings of the IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'01)
User-oriented Affective Video Content Analysis
CBAIVL '01 Proceedings of the IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'01)
Event Detection and Summarization in Sports Video
CBAIVL '01 Proceedings of the IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'01)
Content-based video indexing of TV broadcast news using hidden Markov models
ICASSP '99 Proceedings of the Acoustics, Speech, and Signal Processing, 1999. on 1999 IEEE International Conference - Volume 06
Proceedings of the 15th international conference on Multimedia
Video summarisation: A conceptual framework and survey of the state of the art
Journal of Visual Communication and Image Representation
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
Hierarchical movie affective content analysis based on arousal and valence features
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Affective Content Detection by Using Timing Features and Fuzzy Clustering
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Emotion-based music recommendation by affinity discovery from film music
Expert Systems with Applications: An International Journal
Personalized video adaptation based on video content analysis
Proceedings of the 9th International Workshop on Multimedia Data Mining: held in conjunction with the ACM SIGKDD 2008
A Sieving ANN for Emotion-Based Movie Clip Classification
IEICE - Transactions on Information and Systems
Latent topic driving model for movie affective scene classification
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Affective content analysis by mid-level representation in multiple modalities
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Affective content-based film clips retrieval algorithm using improved fuzzy comprehensive evaluation
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Determination of categories for tagging and automated classification of film scenes
Proceedings of the 8th international interactive conference on Interactive TV&Video
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Utilizing affective analysis for efficient movie browsing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
An experience oriented video digesting method using heart activity and its applicable video types
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Using scripts for affective content retrieval
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Adaptive local hyperplanes for MTV affective analysis
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Multi-actor emotion recognition in movies using a bimodal approach
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
From motion to emotion: a wearable system for the multimedia enrichment of a Butoh dace performance
Journal of Mobile Multimedia
Affect-based adaptive presentation of home videos
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Affective content analysis of music video clips
MIRUM '11 Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Detecting emotional content from the motion of an orchestra conductor
GW'05 Proceedings of the 6th international conference on Gesture in Human-Computer Interaction and Simulation
The identification of slapstick comedy using automatic affective video indexing techniques
Proceedings of the 50th Annual Southeast Regional Conference
A pilot study for mood-based classification of TV programmes
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Video affective content recognition based on genetic algorithm combined HMM
ICEC'07 Proceedings of the 6th international conference on Entertainment Computing
Horror video scene recognition based on multi-view multi-instance learning
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
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This paper discusses a new technique for detecting affective events using Hidden Markov Models(HMM). To map low level features of video data to high level emotional events, we perform empirical study on the relationship between emotional events and low-level features. After that, we compute simple low-level features that represent emotional characteristics and construct a token or observation vector by combining low level features. The observation vector sequence is tested to detect emotional events through HMMs. We create two HMM topologies and test both topologies. The affective events are detected from our proposed models with good accuracy.